[{"data":1,"prerenderedAt":2519},["ShallowReactive",2],{"blog-guide-\u002Fblog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing":3,"blog-guide-related-\u002Fblog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing":936},{"id":4,"title":5,"author":6,"body":7,"category":915,"cover":916,"description":917,"draft":918,"extension":919,"image":920,"launchCta":920,"listingCover":921,"meta":922,"navigation":923,"ogImage":920,"path":924,"publishedAt":925,"readTime":926,"seo":927,"stem":928,"tags":929,"toolCategory":869,"updatedAt":925,"__hash__":935},"blogGuides\u002Fblog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing.md","Bright Data MCP: What Are You Actually Installing?","Jasper Li",{"type":8,"value":9,"toc":884},"minimark",[10,15,80,92,97,100,105,108,111,115,122,126,129,132,147,151,154,158,161,164,167,171,174,177,181,184,188,277,280,284,287,291,294,298,301,305,308,312,320,324,327,331,340,348,356,360,417,421,427,433,438,461,467,473,477,482,486,510,515,520,524,529,533,573,578,587,597,601,605,757,766,769,773,776,782,788,794,800,803,806,810,813,816,830,834,841,847,856,866,874,880],[11,12,14],"p",{"style":13},"font-size:18px !important;line-height:1.65 !important;margin:0 0 24px;color:inherit;","Copy this line to your agent to give it web access without installing a fixed tool list.",[16,17,22],"pre",{"className":18,"code":19,"language":20,"meta":21,"style":21},"language-sh shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md and use monid discover to find the right web endpoint at run time\n","sh","",[23,24,25],"code",{"__ignoreMap":21},[26,27,30,34,38,41,44,47,50,53,56,59,62,65,68,71,74,77],"span",{"class":28,"line":29},"line",1,[26,31,33],{"class":32},"s2Zo4","set",[26,35,37],{"class":36},"sfazB"," up",[26,39,40],{"class":36}," https:\u002F\u002Fmonid.ai\u002FSKILL.md",[26,42,43],{"class":36}," and",[26,45,46],{"class":36}," use",[26,48,49],{"class":36}," monid",[26,51,52],{"class":36}," discover",[26,54,55],{"class":36}," to",[26,57,58],{"class":36}," find",[26,60,61],{"class":36}," the",[26,63,64],{"class":36}," right",[26,66,67],{"class":36}," web",[26,69,70],{"class":36}," endpoint",[26,72,73],{"class":36}," at",[26,75,76],{"class":36}," run",[26,78,79],{"class":36}," time\n",[11,81,82,83,91],{},"The Bright Data MCP server is a good piece of engineering and the decision it forces is not the one the comparison articles cover. It ships a large, fixed catalog of tools into your agent's context in one install. That is a real advantage when your agent's job is known in advance and a real cost when it is not, because every tool definition occupies context whether or not it is ever called. This guide prices that trade with the vendor's own published numbers, then shows the other shape, running through ",[84,85,90],"a",{"href":86,"rel":87},"https:\u002F\u002Fmonid.ai",[88,89],"noopener","noreferrer","Monid",", the OpenRouter for agent tools.",[93,94,96],"h2",{"id":95},"what-is-the-bright-data-mcp-server","What is the Bright Data MCP server?",[11,98,99],{},"It is an MCP server that exposes Bright Data's scraping and browsing infrastructure as tools an AI agent can call directly. Reading their public repository on 2026-08-26, the shape is this.",[101,102,104],"h3",{"id":103},"what-it-contains","What it contains",[11,106,107],{},"Sixty-nine tools, grouped into eight families: search and scraping, e-commerce extractors for Amazon, Walmart, eBay, Best Buy, Etsy, Home Depot, Zara and Google Shopping, a large social media set covering LinkedIn, Instagram, Facebook, TikTok, YouTube, X and Reddit, browser automation for remote navigation and clicking and screenshots, business intelligence tools for Crunchbase, ZoomInfo, Google Maps reviews and Zillow, a set that collects responses from ChatGPT, Grok and Perplexity, package registry lookups for npm and PyPI, and a handful of others including Yahoo Finance, GitHub files, app stores and Booking.com.",[11,109,110],{},"That is a serious catalog and the coverage is not in question. Bright Data has been building this infrastructure for a long time and it works.",[101,112,114],{"id":113},"how-you-install-it","How you install it",[11,116,117,118,121],{},"Two documented routes. A hosted endpoint at their MCP URL with your API token as a query parameter, or a local process launched with ",[23,119,120],{},"npx @brightdata\u002Fmcp"," and the token in an environment variable. It plugs into Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and other MCP clients the ordinary way. Either route requires a Bright Data account and an API token.",[101,123,125],{"id":124},"what-it-costs","What it costs",[11,127,128],{},"Their documentation states 5,000 free requests per month, renewing on the first of each month, with no card required to start. Past that, published rates are $1.50 per 1,000 results for search and scraping and $8 per gigabyte for browser navigation, with spend caps configurable in their control panel.",[11,130,131],{},"Take the free tier seriously. Five thousand requests a month is a lot of agent activity, and for a single developer building a prototype it is very likely free forever. Any argument that ignores this is not being straight with you.",[133,134,135],"blockquote",{},[11,136,137,138,142,143],{},"📖 ",[139,140,141],"strong",{},"See also"," ",[84,144,146],{"href":145},"\u002Fblog\u002Fguides\u002Fwhat-is-an-mcp-gateway","What Is an MCP Gateway? Two Products, One Name",[93,148,150],{"id":149},"what-does-installing-sixty-nine-tools-cost-you","What does installing sixty-nine tools cost you?",[11,152,153],{},"Context, and a decision surface. Both are real and neither appears on a pricing page.",[101,155,157],{"id":156},"every-tool-definition-is-loaded-before-anything-happens","Every tool definition is loaded before anything happens",[11,159,160],{},"An MCP server advertises its tools to the model, and those advertisements are text: a name, a description, and a JSON schema for the arguments, per tool. The model reads all of them on every turn in order to know what it can call. Install a server with sixty-nine tools and sixty-nine schemas occupy the window before your first instruction does.",[11,162,163],{},"This is not a criticism unique to Bright Data. It is a property of MCP, and it is why the r\u002FSEO_LLM thread that maps seventeen SEO and analytics MCP combinations exists at all: people are discovering that stacking servers has a cost that scales with the count, not with usage.",[11,165,166],{},"The practical effect is that a large fixed catalog is cheapest when you use most of it and most wasteful when you use three tools out of sixty-nine.",[101,168,170],{"id":169},"more-options-is-a-harder-choice-not-an-easier-one","More options is a harder choice, not an easier one",[11,172,173],{},"Give a model eleven e-commerce extractors and twenty-three social extractors and it now has to pick. When the right one is obvious, this is fine. When two are plausible, selection error becomes a failure mode you did not have before, and it is a quiet one: the agent calls a working tool that returns the wrong shape of data and carries on.",[11,175,176],{},"Narrow catalogs are easier to be right on. So are catalogs the agent searches deliberately rather than scans passively, which is the alternative described below.",[101,178,180],{"id":179},"coverage-is-fixed-at-install-time","Coverage is fixed at install time",[11,182,183],{},"The tool list is whatever the server ships. If your agent meets a site that is not one of the sixty-nine, there is nothing to call, and the answer is to wait for the vendor to add it or to reach for a generic scrape tool and do the parsing yourself. That is a perfectly normal trade and it is worth naming, because \"sixty-nine tools\" reads like breadth and is actually a specific, finite list.",[101,185,187],{"id":186},"fixed-catalog-vs-run-time-discovery-what-actually-differs","Fixed catalog vs run-time discovery: what actually differs",[189,190,191,207],"table",{},[192,193,194],"thead",{},[195,196,197,201,204],"tr",{},[198,199,200],"th",{},"Aspect",[198,202,203],{},"A large fixed MCP server",[198,205,206],{},"A discoverable catalog",[208,209,210,222,233,244,255,266],"tbody",{},[195,211,212,216,219],{},[213,214,215],"td",{},"Tools in context at rest",[213,217,218],{},"All of them",[213,220,221],{},"A handful of verbs",[195,223,224,227,230],{},[213,225,226],{},"Adding a provider",[213,228,229],{},"Vendor ships an update",[213,231,232],{},"Already there, findable",[195,234,235,238,241],{},[213,236,237],{},"Unknown site",[213,239,240],{},"Generic tool plus your parser",[213,242,243],{},"Search the catalog first",[195,245,246,249,252],{},[213,247,248],{},"Selection risk",[213,250,251],{},"Grows with tool count",[213,253,254],{},"Bounded by the search step",[195,256,257,260,263],{},[213,258,259],{},"Vendors behind it",[213,261,262],{},"One",[213,264,265],{},"Many, one balance",[195,267,268,271,274],{},[213,269,270],{},"Free allowance",[213,272,273],{},"Generous, per their docs",[213,275,276],{},"Per call, no plan",[11,278,279],{},"Neither column is better in the abstract. The first is better when the job is known; the second is better when it is not.",[93,281,283],{"id":282},"which-mcp-server-gives-an-ai-agent-access-to-live-web-data","Which MCP server gives an AI agent access to live web data?",[11,285,286],{},"Several, and they are not substitutes, which is why the ranked answers to this question keep disagreeing. Sort them by what they put in the agent's hands.",[101,288,290],{"id":289},"the-infrastructure-servers","The infrastructure servers",[11,292,293],{},"Bright Data's is the reference example, and Firecrawl ships one too. These wrap a company's own crawling and browsing infrastructure. You get that vendor's quality on that vendor's targets, packaged as tools. The strength is depth on supported sites; the constraint is that the list is theirs.",[101,295,297],{"id":296},"the-single-purpose-servers","The single-purpose servers",[11,299,300],{},"One capability, a handful of tools: a search server, a browser server, a database server. Small context footprint, easy to reason about, and you assemble several. This is what most of the seventeen-combination threads are actually doing, and the assembly problem, keys and tokens and overlapping tools across servers, is the reason those threads are long.",[101,302,304],{"id":303},"the-catalog-servers","The catalog servers",[11,306,307],{},"Rather than exposing N tools, they expose a few verbs over a directory: search for a capability, read its schema, run it. The tool count stays small no matter how large the catalog behind it grows, and the agent picks at run time. Monid works this way, and it is a different shape rather than a better vendor: the discovery step is a real extra call, and if your agent only ever needs one known tool, that call is pure overhead.",[101,309,311],{"id":310},"how-to-choose-in-one-question","How to choose in one question",[11,313,314,315,319],{},"Ask whether you can list the tools your agent will need before it runs. If you can, install the server that has them and skip the indirection. If you genuinely cannot, because the sites are user-supplied or the task is open-ended, a fixed list will eventually be the wrong list and discovery is the shape that survives. We wrote the fuller version of that argument in ",[84,316,318],{"href":317},"\u002Fblog\u002Fguides\u002Fmcp-server-live-web-data-agents","Which MCP Server Gives an AI Agent Live Web Data?",".",[93,321,323],{"id":322},"how-do-you-give-an-agent-web-access-without-a-fixed-tool-list","How do you give an agent web access without a fixed tool list?",[11,325,326],{},"Three verbs, and the first two are free.",[101,328,330],{"id":329},"for-agents","For agents",[11,332,333,334,339],{},"Grab an API key at ",[84,335,338],{"href":336,"rel":337},"https:\u002F\u002Fapp.monid.ai\u002F",[88,89],"app.monid.ai",", then paste this to your agent and hand it the key:",[16,341,346],{"className":342,"code":344,"language":345,"meta":21},[343],"language-text","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md\n","text",[23,347,344],{"__ignoreMap":21},[11,349,350,351,319],{},"It learns the whole discover, inspect, run workflow itself. More in the ",[84,352,355],{"href":353,"rel":354},"https:\u002F\u002Fmonid.ai\u002Fdocs\u002Fguide\u002Fquickstart-skill",[88,89],"agent quickstart",[101,357,359],{"id":358},"for-humans","For humans",[16,361,365],{"className":362,"code":363,"language":364,"meta":21,"style":21},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","npm install -g @monid-ai\u002Fcli\nmonid keys add -k \u003Cyour-api-key> -l main\n","bash",[23,366,367,382],{"__ignoreMap":21},[26,368,369,373,376,379],{"class":28,"line":29},[26,370,372],{"class":371},"sBMFI","npm",[26,374,375],{"class":36}," install",[26,377,378],{"class":36}," -g",[26,380,381],{"class":36}," @monid-ai\u002Fcli\n",[26,383,385,388,391,394,397,401,404,408,411,414],{"class":28,"line":384},2,[26,386,387],{"class":371},"monid",[26,389,390],{"class":36}," keys",[26,392,393],{"class":36}," add",[26,395,396],{"class":36}," -k",[26,398,400],{"class":399},"sMK4o"," \u003C",[26,402,403],{"class":36},"your-api-ke",[26,405,407],{"class":406},"sTEyZ","y",[26,409,410],{"class":399},">",[26,412,413],{"class":36}," -l",[26,415,416],{"class":36}," main\n",[101,418,420],{"id":419},"step-1-search-the-catalog-at-run-time","Step 1. Search the catalog at run time",[11,422,423,426],{},[139,424,425],{},"What it does."," Turns \"I need to read this page\" into a specific endpoint, without that endpoint having been wired in advance.",[11,428,429,432],{},[139,430,431],{},"The endpoints."," Discovery is not billed and is not tied to a provider.",[11,434,435],{},[139,436,437],{},"The call.",[16,439,441],{"className":362,"code":440,"language":364,"meta":21,"style":21},"monid discover -q \"scrape a product page into markdown\"\n",[23,442,443],{"__ignoreMap":21},[26,444,445,447,449,452,455,458],{"class":28,"line":29},[26,446,387],{"class":371},[26,448,52],{"class":36},[26,450,451],{"class":36}," -q",[26,453,454],{"class":399}," \"",[26,456,457],{"class":36},"scrape a product page into markdown",[26,459,460],{"class":399},"\"\n",[11,462,463,466],{},[139,464,465],{},"What comes back."," A ranked list with provider, endpoint, price, billing shape and a verified flag. The agent reads it the same way you would.",[11,468,469,472],{},[139,470,471],{},"What it costs."," Nothing.",[101,474,476],{"id":475},"step-2-read-the-schema-before-spending","Step 2. Read the schema before spending",[11,478,479,481],{},[139,480,425],{}," Gives the agent the exact input shape and the current price, so a wrong call is a validation error rather than a charge.",[11,483,484],{},[139,485,437],{},[16,487,489],{"className":362,"code":488,"language":364,"meta":21,"style":21},"monid inspect -p context.dev -e \u002Fweb\u002Fscrape\u002Fmarkdown\n",[23,490,491],{"__ignoreMap":21},[26,492,493,495,498,501,504,507],{"class":28,"line":29},[26,494,387],{"class":371},[26,496,497],{"class":36}," inspect",[26,499,500],{"class":36}," -p",[26,502,503],{"class":36}," context.dev",[26,505,506],{"class":36}," -e",[26,508,509],{"class":36}," \u002Fweb\u002Fscrape\u002Fmarkdown\n",[11,511,512,514],{},[139,513,465],{}," The full JSON schema, the billing shape, and the pricing note. That note is where the useful operational detail lives: for the scrape endpoint it states that JavaScript rendering, anti-bot handling and premium proxies are included, and that failed or blocked requests are not billed.",[11,516,517,519],{},[139,518,471],{}," Nothing. This is the step that makes run-time selection safe.",[101,521,523],{"id":522},"step-3-run-it","Step 3. Run it",[11,525,526,528],{},[139,527,425],{}," The only paid step.",[11,530,531],{},[139,532,437],{},[16,534,536],{"className":362,"code":535,"language":364,"meta":21,"style":21},"monid run -p context.dev -e \u002Fweb\u002Fscrape\u002Fmarkdown -w \\\n  --query '{\"url\": \"https:\u002F\u002Fexample.com\u002Fproduct\u002F123\", \"useMainContentOnly\": true}'\n",[23,537,538,559],{"__ignoreMap":21},[26,539,540,542,544,546,548,550,553,556],{"class":28,"line":29},[26,541,387],{"class":371},[26,543,76],{"class":36},[26,545,500],{"class":36},[26,547,503],{"class":36},[26,549,506],{"class":36},[26,551,552],{"class":36}," \u002Fweb\u002Fscrape\u002Fmarkdown",[26,554,555],{"class":36}," -w",[26,557,558],{"class":406}," \\\n",[26,560,561,564,567,570],{"class":28,"line":384},[26,562,563],{"class":36},"  --query",[26,565,566],{"class":399}," '",[26,568,569],{"class":36},"{\"url\": \"https:\u002F\u002Fexample.com\u002Fproduct\u002F123\", \"useMainContentOnly\": true}",[26,571,572],{"class":399},"'\n",[11,574,575,577],{},[139,576,465],{}," Clean Markdown plus metadata: title, canonical URL, a parsed heading tree, Open Graph and the page's JSON-LD when it publishes any.",[11,579,580,582,583,319],{},[139,581,471],{}," A fraction of a cent per successful call, with blocked fetches unbilled. Current figures at ",[84,584,586],{"href":585},"\u002Ftools","monid.ai\u002Ftools",[133,588,589],{},[11,590,137,591,142,593],{},[139,592,141],{},[84,594,596],{"href":595},"\u002Fblog\u002Flive-web-search-your-agent-can-call","Live Web Search Your Agent Can Actually Call",[598,599],"skill-prompt",{"prompt":600},"find an endpoint that can read this product page, check its schema and price first, then run it and give me the title and price as JSON",[93,602,604],{"id":603},"which-endpoint-should-i-use-for-which-job","Which endpoint should I use for which job?",[189,606,607,629],{},[192,608,609],{},[195,610,611,614,617,620,623,626],{},[198,612,613],{},"Endpoint",[198,615,616],{},"What it does",[198,618,619],{},"Input",[198,621,622],{},"Output",[198,624,625],{},"Best for",[198,627,628],{},"Billing",[208,630,631,656,681,705,733],{},[195,632,633,641,644,647,650,653],{},[213,634,635],{},[84,636,638],{"href":637},"\u002Ftools\u002Fweb-extraction",[23,639,640],{},"context.dev\u002Fweb\u002Fscrape\u002Fmarkdown",[213,642,643],{},"One page to Markdown",[213,645,646],{},"A URL",[213,648,649],{},"Markdown, metadata, JSON-LD",[213,651,652],{},"The agent has a link",[213,654,655],{},"Per call, misses free",[195,657,658,666,669,672,675,678],{},[213,659,660],{},[84,661,663],{"href":662},"\u002Ftools\u002Fweb-search",[23,664,665],{},"context.dev\u002Fweb\u002Fsearch",[213,667,668],{},"Find pages by query",[213,670,671],{},"Query, freshness, filters",[213,673,674],{},"Ranked URLs with relevance",[213,676,677],{},"The agent has a question",[213,679,680],{},"Per result",[195,682,683,690,693,696,699,702],{},[213,684,685],{},[84,686,687],{"href":637},[23,688,689],{},"context.dev\u002Fweb\u002Fcrawl",[213,691,692],{},"Walk a whole site",[213,694,695],{},"Start URL, depth, cap",[213,697,698],{},"Markdown per page",[213,700,701],{},"Ingesting a documentation set",[213,703,704],{},"Per page",[195,706,707,715,718,721,727,730],{},[213,708,709],{},[84,710,712],{"href":711},"\u002Ftools\u002Fsearch",[23,713,714],{},"api.strale.io\u002Fx402\u002Fgoogle-search",[213,716,717],{},"Numbered SERP",[213,719,720],{},"Query, country",[213,722,723,726],{},[23,724,725],{},"position",", feature slots",[213,728,729],{},"The rank is the data",[213,731,732],{},"Per call",[195,734,735,743,746,749,752,755],{},[213,736,737],{},[84,738,740],{"href":739},"\u002Ftools\u002Fagents",[23,741,742],{},"x402.browserbase.com\u002Fbrowser\u002Fsession\u002Fcreate",[213,744,745],{},"A remote browser session",[213,747,748],{},"None",[213,750,751],{},"Session and connect URL",[213,753,754],{},"The task needs clicking",[213,756,732],{},[11,758,759,760,763,764,319],{},"Every row was verified with ",[23,761,762],{},"monid inspect"," on 2026-08-26. The table states billing shape rather than figures, because shape drives design and current numbers live on ",[84,765,586],{"href":585},[11,767,768],{},"Five rows, not sixty-nine, is the point of the table. The catalog behind it is over a thousand tools; what sits in the agent's context is three verbs.",[93,770,772],{"id":771},"when-is-bright-datas-mcp-the-right-choice","When is Bright Data's MCP the right choice?",[11,774,775],{},"Four cases, and the first is common.",[11,777,778,781],{},[139,779,780],{},"Your volume fits the free tier."," Five thousand requests a month, renewing monthly, with no card. For a prototype, a side project or a single developer's agent, that is likely to cover everything you do, and free beats cheap.",[11,783,784,787],{},[139,785,786],{},"You need their specific extractors."," The e-commerce and social extractors are purpose-built for defended, heavily structured sites, and a purpose-built extractor beats a generic scrape plus your own parser on those targets every time. If your agent lives on Amazon and LinkedIn, that is exactly the catalog you want.",[11,789,790,793],{},[139,791,792],{},"You want one vendor."," One account, one token, one support relationship, one invoice. That is worth real money to a team that has to explain its stack to somebody, and a catalog spanning many providers is a harder conversation even when the balance is single.",[11,795,796,799],{},[139,797,798],{},"Browser automation at scale is the job."," Their browser tooling is mature and priced by the gigabyte, which is the right unit for heavy navigation and a unit most per-call catalogs do not offer.",[11,801,802],{},"Where it fits worse is the inverse: an agent handling arbitrary user-supplied sites, a context budget that is already tight, or a stack that needs tools well outside web data, where you would be running their server plus several others and paying the context cost of all of them.",[11,804,805],{},"And the disclosure this article owes you: you are reading Monid's blog, we sell a catalog with run-time discovery, so the case we argue best is the open-ended one. If you can list your agent's tools in advance, install the server that has them. That is the honest answer and it is frequently Bright Data's.",[93,807,809],{"id":808},"conclusion","Conclusion",[11,811,812],{},"The question is not which MCP server is better. It is whether your agent's tool list is knowable before it runs. Bright Data's server is a large, well-built, fixed catalog with a genuinely generous free tier, and for a known job it is a strong default. The cost it carries is structural rather than financial: sixty-nine tool definitions sit in the model's context whether the agent uses three of them or all of them, and the list is fixed at install.",[11,814,815],{},"The thing worth carrying away is that tool count is not a feature, it is a budget line. Every tool an agent can see, it must read. A catalog searched on demand keeps the resting footprint at a few verbs and pays a discovery call instead, which is the better trade only when the job is genuinely open-ended and a worse one when it is not.",[11,817,818,819,822,823,825,826,319],{},"Free next step: run ",[23,820,821],{},"monid discover"," for the one capability your agent actually needs and ",[23,824,762],{}," the top result. Both are free, and comparing that schema against the equivalent tool in a fixed server is the fastest way to see which shape fits your stack. Start at ",[84,827,829],{"href":86,"rel":828},[88,89],"monid.ai",[93,831,833],{"id":832},"faq","FAQ",[835,836,838],"faq-item",{"q":837},"Is the Bright Data MCP server free?",[11,839,840],{},"There is a free tier of 5,000 requests per month that renews on the first, per their own documentation read on 2026-08-26, and no card is required to begin. Beyond it their published rates are $1.50 per 1,000 results for search and scraping and $8 per gigabyte for browser navigation, with spend caps you can set in their control panel. For most individual developers the free allowance is the whole story, and it is worth checking your actual monthly volume before comparing anything else.",[835,842,844],{"q":843},"Should you run the hosted or the local Bright Data MCP?",[11,845,846],{},"Both are documented and the trade is the usual one. The hosted endpoint puts your token in a URL and needs no process management, which suits a desktop client. The local process launched through npx keeps the token in an environment variable and gives you a place to log and rate-limit, which suits anything running unattended. Neither changes the tool list or the billing, so pick on operational preference rather than on capability.",[835,848,850],{"q":849},"Can you run several MCP servers at once?",[11,851,852,853,319],{},"Yes, and this is where the context cost compounds, because every connected server advertises its full tool list on every turn. Three servers of thirty tools each is ninety definitions the model reads before your prompt. The practical advice is to connect only the servers a given agent needs rather than everything you have configured, and to prefer servers whose tool count stays flat as their capability grows. The two products both called a gateway, one of which solves exactly this, are pulled apart in ",[84,854,855],{"href":145},"What Is an MCP Gateway?",[835,857,859],{"q":858},"Is MCP better than just calling an API?",[11,860,861,862,319],{},"MCP is a transport and a discovery convention, not a replacement for APIs, and everything reachable through an MCP server is an API underneath. What MCP adds is that the model can see what exists and call it without you writing the glue. What it costs is context and an extra moving part. For a fixed integration inside your own code, a plain HTTP call is simpler and you should use it; the argument for MCP starts when the caller is a model choosing at run time, which we set out in ",[84,863,865],{"href":864},"\u002Fblog\u002Fguides\u002Fmcp-vs-api-for-ai-agents","MCP vs API for AI Agents",[867,868,871],"tool-cta",{"category":869,"title":870},"agents","Three verbs instead of sixty-nine tools",[11,872,873],{},"Discover the capability, read its schema and current price for free, then run it. The catalog grows; what sits in your context does not.",[11,875,876],{},[877,878,879],"em",{},"Last updated August 2026.",[881,882,883],"style",{},"html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}",{"title":21,"searchDepth":384,"depth":384,"links":885},[886,892,898,904,911,912,913,914],{"id":95,"depth":384,"text":96,"children":887},[888,890,891],{"id":103,"depth":889,"text":104},3,{"id":113,"depth":889,"text":114},{"id":124,"depth":889,"text":125},{"id":149,"depth":384,"text":150,"children":893},[894,895,896,897],{"id":156,"depth":889,"text":157},{"id":169,"depth":889,"text":170},{"id":179,"depth":889,"text":180},{"id":186,"depth":889,"text":187},{"id":282,"depth":384,"text":283,"children":899},[900,901,902,903],{"id":289,"depth":889,"text":290},{"id":296,"depth":889,"text":297},{"id":303,"depth":889,"text":304},{"id":310,"depth":889,"text":311},{"id":322,"depth":384,"text":323,"children":905},[906,907,908,909,910],{"id":329,"depth":889,"text":330},{"id":358,"depth":889,"text":359},{"id":419,"depth":889,"text":420},{"id":475,"depth":889,"text":476},{"id":522,"depth":889,"text":523},{"id":603,"depth":384,"text":604},{"id":771,"depth":384,"text":772},{"id":808,"depth":384,"text":809},{"id":832,"depth":384,"text":833},"Product","\u002Fimg\u002Fblog\u002Fbright-data-mcp-what-you-are-installing.png","Sixty-nine tools arrive in one install, and every definition sits in the model's context before the agent does anything. When that trade is worth it.",false,"md",null,"\u002Fimg\u002Fblog\u002Fbright-data-mcp-what-you-are-installing-card.png",{},true,"\u002Fblog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing","2026-08-26","11 min",{"title":5,"description":917},"blog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing",[930,931,932,933,934],"bright data mcp","mcp server","ai agents","web data","tool calling","iwtNeK2I3y1jBwsfnxL59PbVeoqaEPlun39RJq6Vp0k",[937,951,964,978,990,1003,1015,1030,1043,1055,1068,1080,1092,1104,1117,1129,1141,1154,1167,1179,1192,1204,1216,1229,1241,1253,1265,1277,1289,1302,1313,1325,1337,1350,1361,1373,1386,1396,1409,1420,1431,1444,1456,1467,1479,1489,1502,1514,1524,1536,1548,1560,1571,1583,1595,1607,1620,1633,1645,1656,1668,1680,1693,1705,1718,1730,1741,1752,1765,1775,1786,1796,1808,1818,1829,1840,1853,1863,1874,1882,1892,1894,1905,1917,1929,1939,1952,1963,1975,1985,1994,2004,2014,2024,2034,2043,2055,2065,2075,2086,2098,2104,2114,2122,2132,2141,2151,2162,2169,2175,2184,2195,2206,2217,2226,2236,2247,2256,2265,2275,2285,2293,2306,2316,2326,2337,2347,2357,2366,2375,2385,2392,2402,2414,2423,2436,2445,2454,2466,2475,2484,2492,2501,2510],{"path":938,"title":939,"description":940,"publishedAt":941,"author":6,"category":915,"tags":942,"readTime":948,"cover":949,"listingCover":950,"image":920},"\u002Fblog\u002Fguides\u002Fbacklink-api-what-it-returns","Backlink API: 74% of the Links Are Already Gone","One domain reported 284 million backlinks all time and 74 million live. The anchor list opened with black-hat spam. Which of the three calls to make.","2026-10-03",[943,944,945,946,947],"backlink api","referring domains api","anchor text api","link data","backlink checker","10 min","\u002Fimg\u002Fblog\u002Fbacklink-api-what-it-returns.png","\u002Fimg\u002Fblog\u002Fbacklink-api-what-it-returns-card.png",{"path":952,"title":953,"description":954,"publishedAt":941,"author":6,"category":955,"tags":956,"readTime":948,"cover":962,"listingCover":963,"image":920},"\u002Fblog\u002Fguides\u002Fglassdoor-api-employee-reviews","Glassdoor API: Asking for 10 Reviews Bills You for 50","Same endpoint, two calls. limit 10 returned 10 reviews and billed 50 units. limit 100 returned 100 and billed 100. And eight ratings use two scales.","Sales & enrichment",[957,958,959,960,961],"glassdoor api","employee reviews api","employer brand data","company reviews","per unit billing","\u002Fimg\u002Fblog\u002Fglassdoor-api-employee-reviews.png","\u002Fimg\u002Fblog\u002Fglassdoor-api-employee-reviews-card.png",{"path":965,"title":966,"description":967,"publishedAt":968,"author":6,"category":969,"tags":970,"readTime":948,"cover":976,"listingCover":977,"image":920},"\u002Fblog\u002Fguides\u002Faddress-validation-api","Address Validation API: One Said Invalid, One Said High","Same address, same minute, two endpoints. One returned valid false and confidence 0 while handing back a perfect parse. The other returned high.","2026-10-02","Local data",[971,972,973,974,975],"address validation api","address parser api","address standardization","geocoding api","postal address","\u002Fimg\u002Fblog\u002Faddress-validation-api.png","\u002Fimg\u002Fblog\u002Faddress-validation-api-card.png",{"path":979,"title":980,"description":981,"publishedAt":968,"author":6,"category":969,"tags":982,"readTime":948,"cover":988,"listingCover":989,"image":920},"\u002Fblog\u002Fguides\u002Ftripadvisor-api-search","TripAdvisor API: 2,000 Results, 30 a Page, One Id","A search for Kyoto hotels returned 30 typed rows out of 2,000, every one carrying a rating and a place id. What the typed fields are actually for.",[983,984,985,986,987],"tripadvisor api","tripadvisor scraper","hotel data api","travel data","attraction data","\u002Fimg\u002Fblog\u002Ftripadvisor-api-search.png","\u002Fimg\u002Fblog\u002Ftripadvisor-api-search-card.png",{"path":991,"title":992,"description":993,"publishedAt":994,"author":6,"category":955,"tags":995,"readTime":948,"cover":1001,"listingCover":1002,"image":920},"\u002Fblog\u002Fguides\u002Findeed-api-job-search","Indeed API: Passing false to One Filter Returned a 502, Twice","Omit the flag and you get 245 jobs with 38 duplicates. Switch it on and you get 234 with 19. Send it as false and the call fails without charging.","2026-10-01",[996,997,998,999,1000],"indeed api","indeed job search api","job search api","hiring data","duplicate job postings","\u002Fimg\u002Fblog\u002Findeed-api-job-search.png","\u002Fimg\u002Fblog\u002Findeed-api-job-search-card.png",{"path":1004,"title":1005,"description":1006,"publishedAt":994,"author":6,"category":969,"tags":1007,"readTime":948,"cover":1013,"listingCover":1014,"image":920},"\u002Fblog\u002Fguides\u002Fyelp-api-business-search","Yelp API: The Four Ads Above the Results Had 5, 75, 80 and 199 Reviews","The top organic result had 2,156. The ads sitting above it had a fraction of that. Both arrive in the same response, in two separate arrays.",[1008,1009,1010,1011,1012],"yelp api","yelp scraper","local business data","yelp reviews api","local lead list","\u002Fimg\u002Fblog\u002Fyelp-api-business-search.png","\u002Fimg\u002Fblog\u002Fyelp-api-business-search-card.png",{"path":1016,"title":1017,"description":1018,"publishedAt":1019,"author":6,"category":1020,"tags":1021,"readTime":1027,"cover":1028,"listingCover":1029,"image":920},"\u002Fblog\u002Fguides\u002Fanswer-engine-optimization-four-surfaces","Answer Engine Optimization: We Asked Four Surfaces the Same Six Questions","Four AI answer surfaces, six questions, one day, 24 answers. Only two questions had a vendor all four agreed on, and we were named in zero of them.","2026-09-28","Search & RAG",[1022,1023,1024,1025,1026],"answer engine optimization","geo seo","llm seo","generative engine optimization","ai answers","12 min","\u002Fimg\u002Fblog\u002Fanswer-engine-optimization-four-surfaces.png","\u002Fimg\u002Fblog\u002Fanswer-engine-optimization-four-surfaces-card.png",{"path":1031,"title":1032,"description":1033,"publishedAt":1019,"author":6,"category":1034,"tags":1035,"readTime":948,"cover":1041,"listingCover":1042,"image":920},"\u002Fblog\u002Fguides\u002Fdownload-youtube-thumbnail","Download a YouTube Thumbnail: Which of the Six URLs Actually Exists","Six predictable thumbnail URLs, four videos, checked one at a time. Three names answered every time and three returned 404 on the oldest upload.","Social data",[1036,1037,1038,1039,1040],"download youtube thumbnail","youtube thumbnail url","maxresdefault","youtube thumbnail api","video metadata","\u002Fimg\u002Fblog\u002Fdownload-youtube-thumbnail.png","\u002Fimg\u002Fblog\u002Fdownload-youtube-thumbnail-card.png",{"path":1044,"title":1045,"description":1046,"publishedAt":1019,"author":6,"category":1020,"tags":1047,"readTime":926,"cover":1053,"listingCover":1054,"image":920},"\u002Fblog\u002Fguides\u002Fperplexity-api-two-surfaces","Perplexity API: Sonar and the App Answered the Same Question Differently","Same six questions, same day. Sonar replied in about three seconds with 84 cited domains. The consumer app took up to 92 and named different vendors.",[1048,1049,1050,1051,1052],"perplexity api","perplexity sonar api","sonar model","ai answer api","perplexity citations","\u002Fimg\u002Fblog\u002Fperplexity-api-two-surfaces.png","\u002Fimg\u002Fblog\u002Fperplexity-api-two-surfaces-card.png",{"path":1056,"title":1057,"description":1058,"publishedAt":1059,"author":6,"category":915,"tags":1060,"readTime":926,"cover":1066,"listingCover":1067,"image":920},"\u002Fblog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev","LLM as a Judge, or a Model That Only Judges: Jev Measured","Four typed judgments on one review in 1.9 seconds, billed on 631 input tokens with output free. The severity score came back 1.1, and it is zero-indexed.","2026-09-24",[1061,1062,1063,1064,1065],"llm as a judge","typesafe jev","classification api","structured judgment","system one","\u002Fimg\u002Fblog\u002Fllm-as-a-judge-typesafe-jev.png","\u002Fimg\u002Fblog\u002Fllm-as-a-judge-typesafe-jev-card.png",{"path":1069,"title":1070,"description":1071,"publishedAt":1059,"author":6,"category":915,"tags":1072,"readTime":948,"cover":1078,"listingCover":1079,"image":920},"\u002Fblog\u002Fguides\u002Fmeta-muse-agent-tools","Meta Muse Builds Its Own Tools: Here It Does Not Have To","Muse writes a connector for anything with an API. One spec of 38 paths and 42 operations means it writes one connector instead of two thousand.",[1073,1074,1075,1076,1077],"meta muse","muse agent tools","agent connectors","openapi for agents","rest api for ai agents","\u002Fimg\u002Fblog\u002Fmeta-muse-agent-tools.png","\u002Fimg\u002Fblog\u002Fmeta-muse-agent-tools-card.png",{"path":1081,"title":1082,"description":1083,"publishedAt":1059,"author":6,"category":955,"tags":1084,"readTime":926,"cover":1090,"listingCover":1091,"image":920},"\u002Fblog\u002Fguides\u002Fsales-automation-by-the-call","Sales Automation Without a Seat: Four Calls and One Receipt","The automation most teams buy is four lookups in a row. Here is each one measured, including the one that charged us for a record with a null title.",[1085,1086,1087,1088,1089],"sales automation","what is sales automation","sales workflow","outbound automation","lead generation","\u002Fimg\u002Fblog\u002Fsales-automation-by-the-call.png","\u002Fimg\u002Fblog\u002Fsales-automation-by-the-call-card.png",{"path":1093,"title":1094,"description":1095,"publishedAt":1059,"author":6,"category":915,"tags":1096,"readTime":926,"cover":1102,"listingCover":1103,"image":920},"\u002Fblog\u002Fguides\u002Fzapier-alternatives-tool-layer","Zapier Alternatives: The Directory's Own List Had Trello On It","We pulled a directory list of Zapier alternatives. The array named alternatives held Trello, Jira and Notion. The competitors were in another field.",[1097,1098,1099,1100,1101],"zapier alternatives","n8n alternatives","n8n api","workflow automation","software alternatives api","\u002Fimg\u002Fblog\u002Fzapier-alternatives-tool-layer.png","\u002Fimg\u002Fblog\u002Fzapier-alternatives-tool-layer-card.png",{"path":1105,"title":1106,"description":1107,"publishedAt":1108,"author":6,"category":955,"tags":1109,"readTime":1027,"cover":1115,"listingCover":1116,"image":920},"\u002Fblog\u002Fguides\u002Fai-lead-score-calculation-method","AI Lead Score Calculation: The Inputs Disagree Before the Model Runs","Two providers gave one company 580 and 1,011 employees. A third resolved a famous domain to a different company with a plausible record.","2026-09-23",[1110,1111,1112,1113,1114],"ai lead score calculation method","lead scoring","icp scoring","lead qualification","firmographics","\u002Fimg\u002Fblog\u002Fai-lead-score-calculation-method.png","\u002Fimg\u002Fblog\u002Fai-lead-score-calculation-method-card.png",{"path":1118,"title":1119,"description":1120,"publishedAt":1108,"author":6,"category":915,"tags":1121,"readTime":926,"cover":1127,"listingCover":1128,"image":920},"\u002Fblog\u002Fguides\u002Fkeyword-cannibalization-check","Keyword Cannibalization: We Found Six of Our Own Pages Fighting","A site-restricted search returned six of our guides for one concept. The unrestricted search returned none of them. That gap is the problem.",[1122,1123,1124,1125,1126],"keyword cannibalization","ahrefs keyword cannibalization","content audit","serp api","internal competition","\u002Fimg\u002Fblog\u002Fkeyword-cannibalization-check.png","\u002Fimg\u002Fblog\u002Fkeyword-cannibalization-check-card.png",{"path":1130,"title":1131,"description":1132,"publishedAt":1108,"author":6,"category":955,"tags":1133,"readTime":926,"cover":1139,"listingCover":1140,"image":920},"\u002Fblog\u002Fguides\u002Ftarget-company-url-analysis","Target Company URL Analysis: What One Domain Tells You in Four Calls","Start with nothing but a URL. Four calls returned the company, its size, its stack with checkable evidence, and 445 known contacts split by department.",[1134,1135,1136,1137,1138],"target company url analysis","company url lookup","domain to company","website analysis api","account research","\u002Fimg\u002Fblog\u002Ftarget-company-url-analysis.png","\u002Fimg\u002Fblog\u002Ftarget-company-url-analysis-card.png",{"path":1142,"title":1143,"description":1144,"publishedAt":1145,"author":6,"category":955,"tags":1146,"readTime":926,"cover":1152,"listingCover":1153,"image":920},"\u002Fblog\u002Fguides\u002Fapollo-extension-or-api","Apollo Extension or Apollo API: Which One Does the Job You Have","One company call returned 66 fields including 271 technologies in 2.5 seconds. A person call returned a null title and a null email, and still billed.","2026-09-21",[1147,1148,1149,1150,1151],"apollo.io extension","apollo extension","apollo chrome extension","apollo api","apollo lead generation","\u002Fimg\u002Fblog\u002Fapollo-extension-or-api.png","\u002Fimg\u002Fblog\u002Fapollo-extension-or-api-card.png",{"path":1155,"title":1156,"description":1157,"publishedAt":1145,"author":6,"category":1158,"tags":1159,"readTime":1027,"cover":1165,"listingCover":1166,"image":920},"\u002Fblog\u002Fguides\u002Fsearch-for-upc-barcode-lookup-api","UPC Lookup by API: Two Databases, and One Barcode Neither Had","A soda barcode returned ingredients and a nutrition grade. A book came from another database. A phone cable came back not found, and still billed.","Ecommerce",[1160,1161,1162,1163,1164],"upc lookup","upc code lookup","barcode lookup api","search for upc","gtin lookup","\u002Fimg\u002Fblog\u002Fsearch-for-upc-barcode-lookup-api.png","\u002Fimg\u002Fblog\u002Fsearch-for-upc-barcode-lookup-api-card.png",{"path":1168,"title":1169,"description":1170,"publishedAt":1145,"author":6,"category":1034,"tags":1171,"readTime":926,"cover":1177,"listingCover":1178,"image":920},"\u002Fblog\u002Fguides\u002Fsocial-searcher-username-across-platforms","Social Searcher by API: One Username, Six Platforms, Six Schemas","One handle through one endpoint on six platforms. The identity field changed name three times and one platform returned a profile that was not the brand.",[1172,1173,1174,1175,1176],"social searcher","username search","instant username search","social profile","cross platform social search","\u002Fimg\u002Fblog\u002Fsocial-searcher-username-across-platforms.png","\u002Fimg\u002Fblog\u002Fsocial-searcher-username-across-platforms-card.png",{"path":1180,"title":1181,"description":1182,"publishedAt":1183,"author":6,"category":915,"tags":1184,"readTime":926,"cover":1190,"listingCover":1191,"image":920},"\u002Fblog\u002Fguides\u002Fahrefs-vs-kwfinder-link-half","Ahrefs vs KWFinder: Both Halves Are Available by the Call","We said the keyword half was not buyable per call. That was wrong. Here is the corrected answer, and the 740x volume disagreement we found while checking.","2026-09-18",[1185,1186,1187,1188,1189],"ahrefs vs kwfinder","kwfinder vs ahrefs","keyword research api","ahrefs alternative","seo api by the call","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half.png","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half-card.png",{"path":1193,"title":1194,"description":1195,"publishedAt":1183,"author":6,"category":1034,"tags":1196,"readTime":926,"cover":1202,"listingCover":1203,"image":920},"\u002Fblog\u002Fguides\u002Ffacebook-profile-viewer-api","Facebook Profile Viewer: What an API Returns, and What It Will Not","The scraper whose docs say it refuses personal profiles returned one anyway. Its two follower counts for that person differed by one.",[1197,1198,1199,1200,1201],"facebook profile viewer","facebook profile api","facebook page scraper","public facebook data","facebook api","\u002Fimg\u002Fblog\u002Ffacebook-profile-viewer-api.png","\u002Fimg\u002Fblog\u002Ffacebook-profile-viewer-api-card.png",{"path":1205,"title":1206,"description":1207,"publishedAt":1183,"author":6,"category":955,"tags":1208,"readTime":926,"cover":1214,"listingCover":1215,"image":920},"\u002Fblog\u002Fguides\u002Fh1b-data-api-sponsorship-records","H-1B Data by API: 549,133 Records, and the Domain Field Is Invented","One call returned half a million sponsorship records. The top wage was a React developer on 1.9 million. The company domain on every row does not resolve.",[1209,1210,1211,1212,1213],"h1b data","h1b api","h1b salary data","visa sponsorship data","labor condition application","\u002Fimg\u002Fblog\u002Fh1b-data-api-sponsorship-records.png","\u002Fimg\u002Fblog\u002Fh1b-data-api-sponsorship-records-card.png",{"path":1217,"title":1218,"description":1219,"publishedAt":1220,"author":6,"category":1020,"tags":1221,"readTime":926,"cover":1227,"listingCover":1228,"image":920},"\u002Fblog\u002Fguides\u002Farxiv-api-paper-search","arXiv API for Paper Search: Three of Twenty Results Were Off Topic","Restricting a paper search to arXiv returned three papers about cognitive augmentation instead of retrieval augmentation. The blended source returned none.","2026-09-17",[1222,1223,1224,1225,1226],"arxiv api","paper search api","academic search api","literature review api","semantic scholar","\u002Fimg\u002Fblog\u002Farxiv-api-paper-search.png","\u002Fimg\u002Fblog\u002Farxiv-api-paper-search-card.png",{"path":1230,"title":1231,"description":1232,"publishedAt":1220,"author":6,"category":955,"tags":1233,"readTime":926,"cover":1239,"listingCover":1240,"image":920},"\u002Fblog\u002Fguides\u002Fbuzzfile-search-by-name-company-lookup","Buzzfile and the Company Lookup API: One Name, Ten Companies","What Buzzfile is, and what a name search returns by API. One free call on Patagonia gave ten companies. A rival fuzzy search gave two, both wrong.",[1234,1235,1236,1237,1238],"buzzfile","buzzfile search by name","company lookup api","name to domain","company search by name","\u002Fimg\u002Fblog\u002Fbuzzfile-search-by-name-company-lookup.png","\u002Fimg\u002Fblog\u002Fbuzzfile-search-by-name-company-lookup-card.png",{"path":1242,"title":1243,"description":1244,"publishedAt":1220,"author":6,"category":955,"tags":1245,"readTime":926,"cover":1251,"listingCover":1252,"image":920},"\u002Fblog\u002Fguides\u002Frocketreach-pricing-per-contact-lookups","RocketReach Pricing or Per-Contact Lookups: Where the Charge Lands","We paid the base charge for one executive and got an id, a country and a null title. A second provider returned the right job title and zero contacts.",[1246,1247,1248,1249,1250],"rocketreach pricing","rocketreach","contact lookup api","people enrichment pricing","credits","\u002Fimg\u002Fblog\u002Frocketreach-pricing-per-contact-lookups.png","\u002Fimg\u002Fblog\u002Frocketreach-pricing-per-contact-lookups-card.png",{"path":1254,"title":1255,"description":1256,"publishedAt":1257,"author":6,"category":955,"tags":1258,"readTime":926,"cover":1263,"listingCover":1264,"image":920},"\u002Fblog\u002Fguides\u002Fb2b-prospecting-tool-api","B2B Prospecting Tool by API: The List Is Free, the Name Is the Bill","One free call returned 100 sales leaders at 47 companies with names redacted. Revealing who they are is the paid step. How three prospecting routes bill.","2026-09-16",[1259,1260,1261,1262,1089],"b2b prospecting tool","b2b leads","b2b sms outreach","prospecting api","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api.png","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api-card.png",{"path":1266,"title":1267,"description":1268,"publishedAt":1257,"author":6,"category":955,"tags":1269,"readTime":926,"cover":1275,"listingCover":1276,"image":920},"\u002Fblog\u002Fguides\u002Fcrunchbase-pro-vs-api-by-the-call","Crunchbase Pro or Crunchbase by the Call: What Each Actually Returns","Sixty-nine organisations match Stripe. The profile carried seven fields and no funding total. Twenty-five rounds came back with types and no amounts.",[1270,1271,1272,1273,1274],"crunchbase pro","crunchbase api","crunchbase pricing","funding rounds api","company data","\u002Fimg\u002Fblog\u002Fcrunchbase-pro-vs-api-by-the-call.png","\u002Fimg\u002Fblog\u002Fcrunchbase-pro-vs-api-by-the-call-card.png",{"path":1278,"title":1279,"description":1280,"publishedAt":1257,"author":6,"category":1020,"tags":1281,"readTime":926,"cover":1287,"listingCover":1288,"image":920},"\u002Fblog\u002Fguides\u002Ftavily-api-key-or-one-key","Tavily API, or One Key: Four Search Engines, One Query, Zero URLs in Common","What the Tavily API is, and what four search engines did with one query in the same minute. Two shared no URLs at all. One found our own page.",[1282,1283,1284,1285,1286],"tavily api","tavily","tavily api key","web search api for agents","search api comparison","\u002Fimg\u002Fblog\u002Ftavily-api-key-or-one-key.png","\u002Fimg\u002Fblog\u002Ftavily-api-key-or-one-key-card.png",{"path":1290,"title":1291,"description":1292,"publishedAt":1293,"author":6,"category":1020,"tags":1294,"readTime":926,"cover":1300,"listingCover":1301,"image":920},"\u002Fblog\u002Fguides\u002Fahrefs-api-domain-rating-backlinks","Ahrefs API by the Call: Domain Rating, Backlinks, Paid Pages","We pulled our own backlink profile through the Ahrefs API: ten referring domains, all DR 91 or higher, six dofollow links out of thirty-three.","2026-09-15",[1295,1296,1297,1298,1299],"ahrefs api","ahrefs api documentation","domain rating api","backlinks api","seo data api","\u002Fimg\u002Fblog\u002Fahrefs-api-domain-rating-backlinks.png","\u002Fimg\u002Fblog\u002Fahrefs-api-domain-rating-backlinks-card.png",{"path":1303,"title":1304,"description":1305,"publishedAt":1293,"author":6,"category":955,"tags":1306,"readTime":926,"cover":1311,"listingCover":1312,"image":920},"\u002Fblog\u002Fguides\u002Fapollo-email-finder-api","Apollo Email Finder API: Two Providers, One Mailbox, Two Owners","Apollo says patrick@stripe.com is the CEO, verified. Hunter.io says it is an IT administrator, observed. Same address, one day apart, both confident.",[1307,1150,1308,1309,1310],"apollo email finder","apollo.io api","people match","email to person","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api.png","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api-card.png",{"path":1314,"title":1315,"description":1316,"publishedAt":1293,"author":6,"category":915,"tags":1317,"readTime":948,"cover":1323,"listingCover":1324,"image":920},"\u002Fblog\u002Fguides\u002Fdomain-name-availability-api","Domain Age Checker: One TLD Returns Nothing and Still Bills","Eleven domains through a domain age endpoint. Three TLDs came back empty with HTTP 200 and were billed. Two were refused for free.",[1318,1319,1320,1321,1322],"domain age checker","domain availability api","whois api","domain lookup","domain fraud signal","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api.png","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api-card.png",{"path":1326,"title":1327,"description":1328,"publishedAt":1293,"author":6,"category":1020,"tags":1329,"readTime":1027,"cover":1335,"listingCover":1336,"image":920},"\u002Fblog\u002Fguides\u002Ffirecrawl-with-claude-mcp-or-one-key","Claude MCP for Web Data: One Server Per Tool, or One Key?","One call mapped 3,779 documentation pages in eight seconds. The question is whether each tool that does this needs its own MCP server in your config.",[1330,1331,1332,1333,931,1334],"claude mcp","claude mcp server","firecrawl mcp","firecrawl claude","web scraping for agents","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key.png","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key-card.png",{"path":1338,"title":1339,"description":1340,"publishedAt":1293,"author":6,"category":1341,"tags":1342,"readTime":926,"cover":1348,"listingCover":1349,"image":920},"\u002Fblog\u002Fguides\u002Fhow-to-use-seedance-2-0-api","How to Use Seedance 2.0 by API: One Prompt, Two Models, Measured","Seedance 2.0 and 2.0 Mini rendered one 5-second prompt in the same two minutes for the same 108,900 tokens. One billed exactly twice the other.","Generative media",[1343,1344,1345,1346,1347],"how to use seedance 2.0","seedance 2.0","seedance api","text to video api","ai video generation","\u002Fimg\u002Fblog\u002Fhow-to-use-seedance-2-0-api.png","\u002Fimg\u002Fblog\u002Fhow-to-use-seedance-2-0-api-card.png",{"path":1351,"title":1352,"description":1353,"publishedAt":1293,"author":6,"category":1020,"tags":1354,"readTime":926,"cover":1359,"listingCover":1360,"image":920},"\u002Fblog\u002Fguides\u002Focten-ai-search-api","Octen AI Search API: 78 ms Inside, One Second End to End","Octen reports its own latency in every response. On our calls it said 78 ms; the round trip was a second. What search, extract and embedding return.",[1355,1356,1357,1358,1285],"octen ai","octen","octen search","octen api","\u002Fimg\u002Fblog\u002Focten-ai-search-api.png","\u002Fimg\u002Fblog\u002Focten-ai-search-api-card.png",{"path":1362,"title":1363,"description":1364,"publishedAt":1293,"author":6,"category":1034,"tags":1365,"readTime":926,"cover":1371,"listingCover":1372,"image":920},"\u002Fblog\u002Fguides\u002Freddit-user-information-extraction-api","Reddit User Information Extraction: Profile, Posts and Comments by API","One Reddit account, three endpoints: a profile with karma split two ways, a complete post history in one call, and comments that carry their thread.",[1366,1367,1368,1369,1370],"reddit user information extraction","reddit user api","reddit profile scraper","reddit comments api","social data","\u002Fimg\u002Fblog\u002Freddit-user-information-extraction-api.png","\u002Fimg\u002Fblog\u002Freddit-user-information-extraction-api-card.png",{"path":1374,"title":1375,"description":1376,"publishedAt":1377,"author":6,"category":955,"tags":1378,"readTime":926,"cover":1384,"listingCover":1385,"image":920},"\u002Fblog\u002Fguides\u002Fhunter-io-api-domain-search-vs-email-finder","Hunter.io API: Domain Search Finds, Email Finder Guesses","Hunter.io domain search returned ten verified addresses at confidence 85. Email finder returned one address at confidence 16 with no source. Same provider.","2026-09-14",[1379,1380,1381,1382,1383],"hunter.io","hunter io api","email finder","domain search","email verification","\u002Fimg\u002Fblog\u002Fhunter-io-api-domain-search-vs-email-finder.png","\u002Fimg\u002Fblog\u002Fhunter-io-api-domain-search-vs-email-finder-card.png",{"path":1387,"title":1388,"description":1389,"publishedAt":1377,"author":6,"category":955,"tags":1390,"readTime":948,"cover":1394,"listingCover":1395,"image":920},"\u002Fblog\u002Fguides\u002Freverse-email-lookup-api","Reverse Email Lookup API: What One Address Actually Returned","A reverse email lookup on a Stripe address returned an IT administrator, not the CEO. That is the endpoint working, and the fuzzy flag says why.",[1391,1392,1310,1393,1379],"reverse email lookup","reverse email lookup free","people enrichment","\u002Fimg\u002Fblog\u002Freverse-email-lookup-api.png","\u002Fimg\u002Fblog\u002Freverse-email-lookup-api-card.png",{"path":1397,"title":1398,"description":1399,"publishedAt":1377,"author":6,"category":1034,"tags":1400,"readTime":1027,"cover":1407,"listingCover":1408,"image":920},"\u002Fblog\u002Fguides\u002Ftiktok-user-finder-api","TikTok Profile Viewer and Account Finder: What an API Returns","One profile call returned two different follower counts in one response. One keyword returned twenty accounts, ten of them regional handles of one brand.",[1401,1402,1403,1404,1405,1406],"tiktok profile viewer","tiktok account viewer","tiktok account finder","tiktok user search","tiktok api","tikhub","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api.png","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api-card.png",{"path":1410,"title":1411,"description":1412,"publishedAt":1413,"author":6,"category":1020,"tags":1414,"readTime":926,"cover":1418,"listingCover":1419,"image":920},"\u002Fblog\u002Fguides\u002Ffree-web-search-api-for-agents","TinyFish Made a Free Web Search API. One Query Is a Third.","We asked TinyFish Search one question five ways. It returned 27 pages, and the best single phrasing found 9 of them. Every call was free.","2026-09-13",[1415,932,1416,1417],"web search","rag","retrieval","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents.png","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents-card.png",{"path":1421,"title":1422,"description":1423,"publishedAt":1424,"author":6,"category":915,"tags":1425,"readTime":926,"cover":1429,"listingCover":1430,"image":920},"\u002Fblog\u002Fguides\u002Fai-agent-development-company-or-in-house","AI Agent Development Company or In House? The Hard Part","Two vendors, one domain, two different companies. One reported 2,930 employees and the other 63. Neither returned an error. That is the build.","2026-09-08",[932,1426,1427,1428],"build vs buy","data quality","integration","\u002Fimg\u002Fblog\u002Fai-agent-development-company-or-in-house.png","\u002Fimg\u002Fblog\u002Fai-agent-development-company-or-in-house-card.png",{"path":1432,"title":1433,"description":1434,"publishedAt":1424,"author":6,"category":1435,"tags":1436,"readTime":926,"cover":1442,"listingCover":1443,"image":920},"\u002Fblog\u002Fguides\u002Ffind-companies-running-google-ads","How Do You Find Prospects Running Google Ads?","One landing page carried 1,537 distinct ad creatives. That count, not traffic, separates a company testing paid search from one committed to it.","Ads intelligence",[1437,1438,1439,1440,1441],"google ads","ads intelligence","prospecting","paid search","agency lead generation","\u002Fimg\u002Fblog\u002Ffind-companies-running-google-ads.png","\u002Fimg\u002Fblog\u002Ffind-companies-running-google-ads-card.png",{"path":1445,"title":1446,"description":1447,"publishedAt":1424,"author":6,"category":1158,"tags":1448,"readTime":926,"cover":1454,"listingCover":1455,"image":920},"\u002Fblog\u002Fguides\u002Fgoogle-shopping-api-lowest-price","Google Shopping API: The Lowest Price Is a Different Product","One search returned the same headphones from 22.99 to 399.99. The cheapest was a weekly rental. Sorting by price picks the row that is not the product.",[1449,1450,1451,1452,1453],"google shopping api","price comparison","ecommerce data","product matching","repricing","\u002Fimg\u002Fblog\u002Fgoogle-shopping-api-lowest-price.png","\u002Fimg\u002Fblog\u002Fgoogle-shopping-api-lowest-price-card.png",{"path":1457,"title":1458,"description":1459,"publishedAt":1424,"author":6,"category":1034,"tags":1460,"readTime":926,"cover":1465,"listingCover":1466,"image":920},"\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts","Two Reddit Scrapers, One Query, Four Posts in Common","The complaint is that a Reddit scraper returns irrelevant posts. We measured it. Results were relevant, and two providers disagreed on six of ten.",[1461,1462,1463,1464,1406],"reddit scraper","reddit api","social listening","apify","\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts.png","\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts-card.png",{"path":1468,"title":1469,"description":1470,"publishedAt":1424,"author":6,"category":955,"tags":1471,"readTime":926,"cover":1477,"listingCover":1478,"image":920},"\u002Fblog\u002Fguides\u002Fsalary-data-api-three-sources","Salary Data API: Three Sources, Three Different Numbers","Indeed says the median software engineer earns 136k. Levels.fyi says 298k. Both are right, and the field that explains it is the sample count.",[1472,1473,1474,1475,1476],"salary data api","compensation data","levels.fyi","h1b salaries","market data","\u002Fimg\u002Fblog\u002Fsalary-data-api-three-sources.png","\u002Fimg\u002Fblog\u002Fsalary-data-api-three-sources-card.png",{"path":1480,"title":1481,"description":1482,"publishedAt":1424,"author":6,"category":1034,"tags":1483,"readTime":948,"cover":1487,"listingCover":1488,"image":920},"\u002Fblog\u002Fguides\u002Ftelegram-channel-data-without-a-bot-token","Telegram Channel Data Without a Bot Token","Telegram publishes view counts no other platform gives you. They arrive as 926K and 24.2M, already rounded, and they are lifetime totals not velocity.",[1484,1485,1463,1486,1406],"telegram api","telegram scraping","channel data","\u002Fimg\u002Fblog\u002Ftelegram-channel-data-without-a-bot-token.png","\u002Fimg\u002Fblog\u002Ftelegram-channel-data-without-a-bot-token-card.png",{"path":1490,"title":1491,"description":1492,"publishedAt":1493,"author":6,"category":915,"tags":1494,"readTime":926,"cover":1500,"listingCover":1501,"image":920},"\u002Fblog\u002Fguides\u002Finsider-trading-api-form-4-data","Insider Trading API: What Form 4 Data Actually Tells You","A director sold 1,848,501 shares for $410,843,671. The filing arrived two days later, and that lag is the most important field in the response.","2026-09-07",[1495,1496,1497,1498,1499],"insider trading api","sec form 4","insider transactions","financial data","market signals","\u002Fimg\u002Fblog\u002Finsider-trading-api-form-4-data.png","\u002Fimg\u002Fblog\u002Finsider-trading-api-form-4-data-card.png",{"path":1503,"title":1504,"description":1505,"publishedAt":1493,"author":6,"category":955,"tags":1506,"readTime":1027,"cover":1512,"listingCover":1513,"image":920},"\u002Fblog\u002Fguides\u002Fis-there-an-api-for-pitchbook-data","PitchBook Pricing and Cost: Is There an API Instead?","PitchBook publishes no price and no public API. Free alternatives return which rounds a company raised and what type, not how much, when or the valuation.",[1507,1508,1509,1273,1510,1511],"pitchbook pricing","pitchbook cost","pitchbook api","private company data","venture data","\u002Fimg\u002Fblog\u002Fis-there-an-api-for-pitchbook-data.png","\u002Fimg\u002Fblog\u002Fis-there-an-api-for-pitchbook-data-card.png",{"path":1515,"title":1516,"description":1517,"publishedAt":1493,"author":6,"category":1158,"tags":1518,"readTime":926,"cover":1522,"listingCover":1523,"image":920},"\u002Fblog\u002Fguides\u002Fmonitor-competitor-prices-automatically","How to Monitor Competitor Prices Automatically","Two sources agreed the price was 54.99. One also said the list price was 79.99. Store only the first and you cannot tell a price cut from a discount.",[1519,1520,1453,1451,1521],"competitor price monitoring","price tracking","list price","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically.png","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically-card.png",{"path":1525,"title":1526,"description":1527,"publishedAt":1493,"author":6,"category":915,"tags":1528,"readTime":1027,"cover":1534,"listingCover":1535,"image":920},"\u002Fblog\u002Fguides\u002Fprediction-market-data-api-kalshi-polymarket","Kalshi API and Polymarket: Matching Prediction Markets by the Call","Two Kalshi routes returned 15 and 25 fields for one venue, with no tickers in common. The cross-venue match endpoint returned 20 pairs at 100 percent.",[1529,1530,1531,1532,1476,1533],"kalshi api","polymarket api","prediction markets","prediction market data","cross-venue","\u002Fimg\u002Fblog\u002Fprediction-market-data-api-kalshi-polymarket.png","\u002Fimg\u002Fblog\u002Fprediction-market-data-api-kalshi-polymarket-card.png",{"path":1537,"title":1538,"description":1539,"publishedAt":1493,"author":6,"category":915,"tags":1540,"readTime":926,"cover":1546,"listingCover":1547,"image":920},"\u002Fblog\u002Fguides\u002Fsoftware-review-data-api-g2-capterra","Software Review Data: What a G2 or Capterra API Returns","Capterra returned 25 reviews split into pros and cons. A niche product returned zero. G2 was blocked on both days we tried, five days apart.",[1541,1542,1543,1544,1545],"software review data","g2 api","capterra api","review mining","competitive research","\u002Fimg\u002Fblog\u002Fsoftware-review-data-api-g2-capterra.png","\u002Fimg\u002Fblog\u002Fsoftware-review-data-api-g2-capterra-card.png",{"path":1549,"title":1550,"description":1551,"publishedAt":1552,"author":6,"category":1034,"tags":1553,"readTime":926,"cover":1558,"listingCover":1559,"image":920},"\u002Fblog\u002Fguides\u002Fare-instagram-engagement-trackers-accurate","Are Instagram Follower and Engagement Trackers Accurate?","Two providers disagreed by 2 followers out of 104 million. The same 12 posts gave 0.096% or 0.334% engagement depending on one undocumented choice.","2026-09-03",[1554,1555,1556,1370,1557],"instagram engagement rate","follower count accuracy","influencer vetting","instagram api","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate.png","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate-card.png",{"path":1561,"title":1562,"description":1563,"publishedAt":1552,"author":6,"category":955,"tags":1564,"readTime":926,"cover":1569,"listingCover":1570,"image":920},"\u002Fblog\u002Fguides\u002Fbounce-rates-and-spam-traps-when-validating-email","Bounce Rates and Spam Traps When Validating an Email List","A verifier returned twelve fields for three addresses. None of them was spam_trap, and none could be. Here is what verification fixes and what it cannot.",[1565,1566,1383,1567,1568],"spam traps","email bounce rate","deliverability","list hygiene","\u002Fimg\u002Fblog\u002Fbounce-rates-and-spam-traps-when-validating-email.png","\u002Fimg\u002Fblog\u002Fbounce-rates-and-spam-traps-when-validating-email-card.png",{"path":1572,"title":1573,"description":1574,"publishedAt":1552,"author":6,"category":915,"tags":1575,"readTime":1027,"cover":1581,"listingCover":1582,"image":920},"\u002Fblog\u002Fguides\u002Frate-limit-calls-to-a-third-party-api","How to Rate Limit Calls to a Third Party API","Six real failure responses collected over three days. Only one of them meant slow down, and telling them apart matters more than any backoff algorithm.",[1576,1577,1578,1579,1580],"rate limiting","retry backoff","429 too many requests","api reliability","concurrency","\u002Fimg\u002Fblog\u002Frate-limit-calls-to-a-third-party-api.png","\u002Fimg\u002Fblog\u002Frate-limit-calls-to-a-third-party-api-card.png",{"path":1584,"title":1585,"description":1586,"publishedAt":1552,"author":6,"category":955,"tags":1587,"readTime":926,"cover":1593,"listingCover":1594,"image":920},"\u002Fblog\u002Fguides\u002Fscrape-linkedin-without-getting-banned","How to Scrape LinkedIn Without Getting Your Account Banned","The ban risk comes from tools that drive your logged-in session. Three endpoints returned profile data from a URL alone, with no cookie involved.",[1588,1589,1590,1591,1592],"linkedin scraping","account ban","li_at cookie","sales navigator","linkedin api","\u002Fimg\u002Fblog\u002Fscrape-linkedin-without-getting-banned.png","\u002Fimg\u002Fblog\u002Fscrape-linkedin-without-getting-banned-card.png",{"path":1596,"title":1597,"description":1598,"publishedAt":1552,"author":6,"category":915,"tags":1599,"readTime":1027,"cover":1605,"listingCover":1606,"image":920},"\u002Fblog\u002Fguides\u002Fstop-depending-on-one-scraping-vendor","How to Stop Depending on One Scraping Vendor","Ten provider failures in three days, all while doing other work. None was a bad vendor. The defence is a second route you can reach without a rewrite.",[1600,1601,1602,1603,1604],"vendor lock-in","scraping reliability","actor removed","failover","data pipeline","\u002Fimg\u002Fblog\u002Fstop-depending-on-one-scraping-vendor.png","\u002Fimg\u002Fblog\u002Fstop-depending-on-one-scraping-vendor-card.png",{"path":1608,"title":1609,"description":1610,"publishedAt":1611,"author":6,"category":915,"tags":1612,"readTime":1027,"cover":1618,"listingCover":1619,"image":920},"\u002Fblog\u002Fguides\u002Fextract-pricing-and-free-trial-information","Extract Pricing and Free Trial Information From Websites","One endpoint returned four plans, numeric amounts and a free_trial_available flag. It also disclosed that a model read the page, which changes everything.","2026-09-02",[1613,1614,1615,1616,1617],"pricing page extraction","competitor pricing","free trial data","saas pricing","llm extraction","\u002Fimg\u002Fblog\u002Fextract-pricing-and-free-trial-information.png","\u002Fimg\u002Fblog\u002Fextract-pricing-and-free-trial-information-card.png",{"path":1621,"title":1622,"description":1623,"publishedAt":1611,"author":6,"category":1020,"tags":1624,"readTime":1027,"cover":1631,"listingCover":1632,"image":920},"\u002Fblog\u002Fguides\u002Ffind-all-urls-on-a-domain","Find All Pages on a Domain: Sitemap, Map or Crawl","One map call returned 1,139 pages for a site whose sitemap declared 1,113. Three of four sitemaps returned an index and no count at all.",[1625,1626,1627,1628,1629,1630],"find all pages on a domain","find all urls on a domain","sitemap parser","site map api","url discovery","seo audit","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain.png","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain-card.png",{"path":1634,"title":1635,"description":1636,"publishedAt":1611,"author":6,"category":969,"tags":1637,"readTime":1027,"cover":1643,"listingCover":1644,"image":920},"\u002Fblog\u002Fguides\u002Fmls-real-estate-api-without-mls-access","MLS Real Estate API: What You Get When You Cannot Get MLS","MLS access needs a licence and a broker. Two public sources returned 40 listings and 48 agents with phones. What they carry, and what they do not.",[1638,1639,1640,1641,1642],"mls real estate api","idx feed","property data","real estate agents","listing data","\u002Fimg\u002Fblog\u002Fmls-real-estate-api-without-mls-access.png","\u002Fimg\u002Fblog\u002Fmls-real-estate-api-without-mls-access-card.png",{"path":1646,"title":1647,"description":1648,"publishedAt":1611,"author":6,"category":915,"tags":1649,"readTime":926,"cover":1654,"listingCover":1655,"image":920},"\u002Fblog\u002Fguides\u002Fsimply-wall-st-graphql-api-fundamentals","Simply Wall St GraphQL API: What Returns Fundamentals Instead","There is no public Simply Wall St GraphQL API. An endpoint that does return fundamentals gave 26 line items across six periods, and named its own source.",[1650,1651,1652,1498,1653],"simply wall st api","stock fundamentals api","income statement api","graphql","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals.png","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals-card.png",{"path":1657,"title":1658,"description":1659,"publishedAt":1660,"author":6,"category":1158,"tags":1661,"readTime":926,"cover":1666,"listingCover":1667,"image":920},"\u002Fblog\u002Fguides\u002Famazon-asin-scraper-when-it-returns-nothing","Amazon ASIN Scraper: What to Do When It Returns Nothing","A purpose-built ASIN endpoint returned 26 fields and zero values for two valid ASINs. A generic extractor read the same page fine. Assert on values.","2026-09-01",[1662,1663,1451,1664,1665],"amazon asin scraper","asin lookup","product data","silent failure","\u002Fimg\u002Fblog\u002Famazon-asin-scraper-when-it-returns-nothing.png","\u002Fimg\u002Fblog\u002Famazon-asin-scraper-when-it-returns-nothing-card.png",{"path":1669,"title":1670,"description":1671,"publishedAt":1660,"author":6,"category":915,"tags":1672,"readTime":1027,"cover":1678,"listingCover":1679,"image":920},"\u002Fblog\u002Fguides\u002Fdatacenter-proxies-vs-residential","Datacenter Proxies vs Residential: What Each One Actually Fixes","A real residential IP with a real Chrome user agent still got 403 from two sites. The IP type was not the constraint. What each type does fix.",[1673,1674,1675,1676,1677],"datacenter proxies vs residential","proxy types","rotating proxies","web scraping","geolocation","\u002Fimg\u002Fblog\u002Fdatacenter-proxies-vs-residential.png","\u002Fimg\u002Fblog\u002Fdatacenter-proxies-vs-residential-card.png",{"path":1681,"title":1682,"description":1683,"publishedAt":1660,"author":6,"category":955,"tags":1684,"readTime":1027,"cover":1691,"listingCover":1692,"image":920},"\u002Fblog\u002Fguides\u002Fextracting-leadership-contact-information","Email Extractor for a Domain: 1,333 Addresses, and What a Score Hides","One domain returned 1,333 known addresses. Two rows both scored 99, one corroborated eight times and one just once. The score hides that.",[1685,1686,1687,1688,1689,1690],"email extractor","email extractor extension","linkedin email finder","leadership contact information","decision maker search","hunter io","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information.png","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information-card.png",{"path":1694,"title":1695,"description":1696,"publishedAt":1660,"author":6,"category":915,"tags":1697,"readTime":1027,"cover":1703,"listingCover":1704,"image":920},"\u002Fblog\u002Fguides\u002Fpuppeteer-extra-plugin-stealth-release-date","Puppeteer Extra Plugin Stealth: Check the Release Date First","The stealth plugin last shipped in March 2023. Puppeteer shipped last week. What that gap means, and what scrapy-playwright does differently.",[1698,1699,1700,1701,1702],"puppeteer-extra-plugin-stealth","scrapy-playwright","headless browser","bot detection","browser automation","\u002Fimg\u002Fblog\u002Fpuppeteer-extra-plugin-stealth-release-date.png","\u002Fimg\u002Fblog\u002Fpuppeteer-extra-plugin-stealth-release-date-card.png",{"path":1706,"title":1707,"description":1708,"publishedAt":1709,"author":6,"category":1020,"tags":1710,"readTime":948,"cover":1716,"listingCover":1717,"image":920},"\u002Fblog\u002Fguides\u002Fc-sharp-web-scraping-without-the-stack","C# Web Scraping: Keep HtmlAgilityPack, Drop the Fetch","The .NET parsing stack was never the problem. What breaks a C# scraper is the request leaving your server, and that half is not a language question.","2026-08-31",[1711,1712,1713,1714,1715],"c# web scraping","htmlagilitypack","dotnet","web extraction","playwright","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack.png","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack-card.png",{"path":1719,"title":1720,"description":1721,"publishedAt":1709,"author":6,"category":955,"tags":1722,"readTime":926,"cover":1728,"listingCover":1729,"image":920},"\u002Fblog\u002Fguides\u002Flinkedin-post-scraper-what-comes-back","LinkedIn Post Scraper: What Actually Comes Back","Posts, reactions and comments are three billing decisions in one call. A live run shows the fields, and the two flags that quietly multiply the bill.",[1723,1724,1725,1726,1727],"linkedin post scraper","linkedin company scraper","social selling","harvestapi","linkedin data","\u002Fimg\u002Fblog\u002Flinkedin-post-scraper-what-comes-back.png","\u002Fimg\u002Fblog\u002Flinkedin-post-scraper-what-comes-back-card.png",{"path":1731,"title":1732,"description":1733,"publishedAt":1709,"author":6,"category":1020,"tags":1734,"readTime":926,"cover":1739,"listingCover":1740,"image":920},"\u002Fblog\u002Fguides\u002Fweb-scraping-vs-api-wrong-question","Web Scraping vs API: You Are Choosing a Maintainer","Both end in an HTTP request returning the same facts. What differs is who owns the parser when the page changes, and whether anyone promised you anything.",[1735,1736,1737,1738,932],"web scraping vs api","data acquisition","buy vs build","scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question.png","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question-card.png",{"path":1742,"title":1743,"description":1744,"publishedAt":1709,"author":6,"category":1020,"tags":1745,"readTime":926,"cover":1750,"listingCover":1751,"image":920},"\u002Fblog\u002Fguides\u002Fxpath-cheat-sheet-for-scraping","XPath Cheat Sheet: The Dozen Expressions That Survive","Most XPath references list what the spec allows. This lists what still matches after a redesign, ranked by how long each anchor survives.",[1746,1747,1748,1714,1749],"xpath cheat sheet","xpath","css selectors","scraping","\u002Fimg\u002Fblog\u002Fxpath-cheat-sheet-for-scraping.png","\u002Fimg\u002Fblog\u002Fxpath-cheat-sheet-for-scraping-card.png",{"path":1753,"title":1754,"description":1755,"publishedAt":1709,"author":6,"category":969,"tags":1756,"readTime":1762,"cover":1763,"listingCover":1764,"image":920},"\u002Fblog\u002Fguides\u002Fzillow-scraper-what-the-listing-carries","Zillow API: One Search Returned 41, 502 and 874 at the Same Time","Three count fields in one response, all different. Then one filter took the same search from 874 results to 4. Which number to read, and which to ignore.",[1757,1758,1759,1760,1761],"zillow api","zillow scraper","property data api","zestimate","real estate api","13 min","\u002Fimg\u002Fblog\u002Fzillow-scraper-what-the-listing-carries.png","\u002Fimg\u002Fblog\u002Fzillow-scraper-what-the-listing-carries-card.png",{"path":1766,"title":1767,"description":1768,"publishedAt":1769,"author":6,"category":1435,"tags":1770,"readTime":926,"cover":1773,"listingCover":1774,"image":920},"\u002Fblog\u002Fguides\u002Fad-agent-auction-outside-the-account","Soku Runs the Campaign. The Auction Sits Outside It.","One small advertiser shares a single keyword with a bidder running 198,105 of them. An ad agent optimising inside its own account cannot see that.","2026-08-30",[1440,1771,1772,932],"ad agents","competitor intelligence","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account.png","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account-card.png",{"path":1776,"title":1777,"description":1778,"publishedAt":1769,"author":6,"category":1020,"tags":1779,"readTime":926,"cover":1784,"listingCover":1785,"image":920},"\u002Fblog\u002Fguides\u002Fbing-serp-tracker-after-the-api","Bing SERP Tracker: What to Use After the API Retired","Microsoft retired the Search API, so a Bing position now comes from three places. One is free and first-party, and most articles do not mention it.",[1780,1781,1125,1782,1783],"bing serp tracker","bing rank tracking","bing webmaster tools","rank tracking","\u002Fimg\u002Fblog\u002Fbing-serp-tracker-after-the-api.png","\u002Fimg\u002Fblog\u002Fbing-serp-tracker-after-the-api-card.png",{"path":1787,"title":1788,"description":1789,"publishedAt":1769,"author":6,"category":915,"tags":1790,"readTime":926,"cover":1794,"listingCover":1795,"image":920},"\u002Fblog\u002Fguides\u002Fbrowser-automation-without-an-api","Browser Automation When the Site Has No API","Check the premise first. The site owner has no API, but somebody may already have an endpoint for it, and a browser is the most expensive answer available.",[1702,1791,1792,1793,932],"antidetect browser","nodriver","no api","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api.png","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api-card.png",{"path":1797,"title":1798,"description":1799,"publishedAt":1769,"author":6,"category":955,"tags":1800,"readTime":926,"cover":1806,"listingCover":1807,"image":920},"\u002Fblog\u002Fguides\u002Fjob-scraping-software-per-board","Job Scraping Software: There Is No Single Job Feed","Postings are fragmented across boards by design, and no endpoint covers all of them. Pick per board, and the schema differences are the real work.",[1801,1802,1803,1804,1805],"job scraping software","indeed job scraper","jobspy","job postings api","hiring signals","\u002Fimg\u002Fblog\u002Fjob-scraping-software-per-board.png","\u002Fimg\u002Fblog\u002Fjob-scraping-software-per-board-card.png",{"path":1809,"title":1810,"description":1811,"publishedAt":1769,"author":6,"category":955,"tags":1812,"readTime":926,"cover":1816,"listingCover":1817,"image":920},"\u002Fblog\u002Fguides\u002Fmid-form-enrichment-fewer-questions","TinyCommand Asks One Question. The API Fills Twenty-Six.","One domain went in. Twenty-six fields came back, including a 43-item tech stack. Every one of them is a question the form no longer has to ask.",[1813,1814,1815,1100],"lead enrichment","forms","progressive profiling","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions.png","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions-card.png",{"path":1819,"title":1820,"description":1821,"publishedAt":1769,"author":6,"category":1020,"tags":1822,"readTime":948,"cover":1827,"listingCover":1828,"image":920},"\u002Fblog\u002Fguides\u002Fnode-unblocker-what-it-does-not-do","Node Unblocker: What It Does, and What It Does Not","A proxy you host still leaves from your address. It changes the code path, not what refused you. Its own README lists the sites it cannot handle.",[1823,1824,1825,1826,1714],"node unblocker","web proxy","blocked scraper","nodejs","\u002Fimg\u002Fblog\u002Fnode-unblocker-what-it-does-not-do.png","\u002Fimg\u002Fblog\u002Fnode-unblocker-what-it-does-not-do-card.png",{"path":1830,"title":1831,"description":1832,"publishedAt":1769,"author":6,"category":1020,"tags":1833,"readTime":1027,"cover":1838,"listingCover":1839,"image":920},"\u002Fblog\u002Fguides\u002Fserp-history-track-the-shape","AI Visibility Tracking: Record the Page's Shape, Not Just Your Rank","A flat position line hides the month an AI block appeared and took the clicks. We have 45 keywords on page one and one click. Here is what to record.",[1834,1835,1836,1837,1783],"ai visibility tracking","serp history","ai overview","paa seo","\u002Fimg\u002Fblog\u002Fserp-history-track-the-shape.png","\u002Fimg\u002Fblog\u002Fserp-history-track-the-shape-card.png",{"path":1841,"title":1842,"description":1843,"publishedAt":1844,"author":6,"category":1020,"tags":1845,"readTime":1027,"cover":1851,"listingCover":1852,"image":920},"\u002Fblog\u002Fguides\u002Fbrave-search-api-what-you-can-keep","Brave Search API Key: How to Get One, and What You May Keep","Getting the key is the easy half. One clause decides whether it fits: result storage is granted per plan, and most builds need to store. Plus a free route.","2026-08-27",[1846,1847,1848,1849,1850,1416],"brave search api key","brave api key","how to get brave api key","brave search api","independent index","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep.png","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep-card.png",{"path":1854,"title":1855,"description":1856,"publishedAt":1844,"author":6,"category":1020,"tags":1857,"readTime":926,"cover":1861,"listingCover":1862,"image":920},"\u002Fblog\u002Fguides\u002Fgoogle-search-url-parameters","Google Search URL Parameters: What Still Works in 2026","Google silently killed num in September 2025. Here is the current list, which ones are official, and which are community guesses you should not depend on.",[1858,1125,1783,1859,1860],"google search url parameters","udm","search operators","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters.png","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters-card.png",{"path":1864,"title":1865,"description":1866,"publishedAt":1844,"author":6,"category":1034,"tags":1867,"readTime":1027,"cover":1872,"listingCover":1873,"image":920},"\u002Fblog\u002Fguides\u002Finstagram-api-which-one-in-2026","Instagram Profile Download and Search: Which API in 2026?","One profile call returned 69 fields and 5.5 million followers nested inside a wrapper. Four products answer to the name Instagram API.",[1868,1869,1870,1557,1871,1406],"instagram profile download","download instagram profile","instagram profile search","instagram graph api","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026.png","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026-card.png",{"path":1875,"title":1876,"description":1877,"publishedAt":1844,"author":6,"category":1034,"tags":1878,"readTime":926,"cover":1880,"listingCover":1881,"image":920},"\u002Fblog\u002Fguides\u002Ftiktok-scraper-which-endpoint","TikTok Scraper: Which Endpoint for Which Question?","Profiles, videos, comments and search are four jobs with four cost curves. And the creator arrives nested inside every post, which changes the design.",[1879,1405,1370,1406,1464],"tiktok scraper","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint-card.png",{"path":1883,"title":1884,"description":1885,"publishedAt":1844,"author":6,"category":1020,"tags":1886,"readTime":926,"cover":1890,"listingCover":1891,"image":920},"\u002Fblog\u002Fguides\u002Fweb-scraping-services-should-you-hire-it-out","Web Scraping Services: Should You Hire This Out?","A managed service is priced against the value of your data, not the cost of the requests. Three questions decide whether that is a bargain or a markup.",[1887,1888,1737,1889,1738],"web scraping services","managed scraping","data as a service","\u002Fimg\u002Fblog\u002Fweb-scraping-services-should-you-hire-it-out.png","\u002Fimg\u002Fblog\u002Fweb-scraping-services-should-you-hire-it-out-card.png",{"path":924,"title":5,"description":917,"publishedAt":925,"author":6,"category":915,"tags":1893,"readTime":926,"cover":916,"listingCover":921,"image":920},[930,931,932,933,934],{"path":1895,"title":1896,"description":1897,"publishedAt":925,"author":6,"category":955,"tags":1898,"readTime":926,"cover":1903,"listingCover":1904,"image":920},"\u002Fblog\u002Fguides\u002Fclay-alternatives-waterfall-enrichment","Clay Alternatives: You Are Buying the Waterfall","Clay's product is not the data, it is the fall-through logic between providers. Once they share a balance, that logic is about twenty lines of code.",[1899,1900,1901,1902],"clay alternatives","waterfall enrichment","lead enrichment api","fall-through logic","\u002Fimg\u002Fblog\u002Fclay-alternatives-waterfall-enrichment.png","\u002Fimg\u002Fblog\u002Fclay-alternatives-waterfall-enrichment-card.png",{"path":1906,"title":1907,"description":1908,"publishedAt":925,"author":6,"category":1341,"tags":1909,"readTime":948,"cover":1915,"listingCover":1916,"image":920},"\u002Fblog\u002Fguides\u002Felevenlabs-alternatives-three-complaints","ElevenLabs Alternatives: Price, Voice, or Plumbing?","Three different complaints hide under one search. Only one of them needs a different provider, and the other two have cheaper fixes on the same one.",[1910,1911,1912,1913,1914],"elevenlabs alternatives","text to speech","tts api","voice ai","generative media","\u002Fimg\u002Fblog\u002Felevenlabs-alternatives-three-complaints.png","\u002Fimg\u002Fblog\u002Felevenlabs-alternatives-three-complaints-card.png",{"path":1918,"title":1919,"description":1920,"publishedAt":925,"author":6,"category":1020,"tags":1921,"readTime":926,"cover":1927,"listingCover":1928,"image":920},"\u002Fblog\u002Fguides\u002Frank-tracking-api-store-the-position","Rank Tracking API: The Hard Part Is Not the Fetch","Getting today's position is one cheap call. The product is yesterday's position, identical parameters, and knowing what moved. Here is the whole shape.",[1922,1923,1924,1925,1926],"rank tracking api","bing rank tracker","serp tracking","seo api","search api","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position.png","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position-card.png",{"path":1930,"title":1931,"description":1932,"publishedAt":925,"author":6,"category":1341,"tags":1933,"readTime":926,"cover":1937,"listingCover":1938,"image":920},"\u002Fblog\u002Fguides\u002Fstreaming-voice-agent-vs-batch-tts","Gradium Holds the Call. A Batch TTS API Renders the Rest.","Ten measured calls to a batch text to speech endpoint. The fastest never beat 3.05 seconds, and the model mattered more than four times the text.",[1934,1935,1936,932],"text to speech api","voice agents","tts latency","\u002Fimg\u002Fblog\u002Fstreaming-voice-agent-vs-batch-tts.png","\u002Fimg\u002Fblog\u002Fstreaming-voice-agent-vs-batch-tts-card.png",{"path":1940,"title":1941,"description":1942,"publishedAt":1943,"author":6,"category":955,"tags":1944,"readTime":926,"cover":1950,"listingCover":1951,"image":920},"\u002Fblog\u002Fguides\u002Fb2b-data-provider-dataset-vs-api","B2B Data Providers: Buy the Dataset or Call the API?","A dataset and an enrichment API are the same rows with a different contract. What changes is who carries the staleness and who pays for unread records.","2026-08-25",[1945,1946,1947,1948,1949],"b2b data","data provider","company enrichment","zoominfo","people data labs","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api.png","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api-card.png",{"path":1953,"title":1954,"description":1955,"publishedAt":1943,"author":6,"category":1020,"tags":1956,"readTime":926,"cover":1961,"listingCover":1962,"image":920},"\u002Fblog\u002Fguides\u002Fcrawl4ai-when-to-run-your-own-crawler","Crawl4AI: When Should You Run Your Own Crawler?","Crawl4AI does the parsing for free. The bill is the fleet you run around it. A decision rule for when to self-host a crawler and when to call one.",[1957,1958,1416,1959,1960],"crawl4ai","web crawler","markdown","open source","\u002Fimg\u002Fblog\u002Fcrawl4ai-when-to-run-your-own-crawler.png","\u002Fimg\u002Fblog\u002Fcrawl4ai-when-to-run-your-own-crawler-card.png",{"path":1964,"title":1965,"description":1966,"publishedAt":1943,"author":6,"category":1020,"tags":1967,"readTime":1027,"cover":1973,"listingCover":1974,"image":920},"\u002Fblog\u002Fguides\u002Fis-web-scraping-legal-2026","Is Web Scraping Legal? What the Rulings Actually Say","Four US cases decided the modern law of scraping and none of them turned on scraping. They turned on login, publicness, copying and circumvention.",[1968,1969,1970,1971,1972],"web scraping legal","hiq linkedin","bright data","cfaa","dmca","\u002Fimg\u002Fblog\u002Fis-web-scraping-legal-2026.png","\u002Fimg\u002Fblog\u002Fis-web-scraping-legal-2026-card.png",{"path":1976,"title":1977,"description":1978,"publishedAt":1943,"author":6,"category":1020,"tags":1979,"readTime":926,"cover":1983,"listingCover":1984,"image":920},"\u002Fblog\u002Fguides\u002Fweb-scraping-news-articles","Web Scraping News Articles: Three Jobs, Three Endpoints","Scraping news is three jobs under one name. Find articles, read one article, watch one company. Each needs a different call and a different budget.",[1980,1981,1416,1982,1415],"news scraping","news api","media monitoring","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles.png","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles-card.png",{"path":1986,"title":1987,"description":1988,"publishedAt":1943,"author":6,"category":1034,"tags":1989,"readTime":926,"cover":1992,"listingCover":1993,"image":920},"\u002Fblog\u002Fguides\u002Fyoutube-scraper-past-the-quota","YouTube Scraper: What the Data API Will Not Give You","The official API allows 100 searches a day and no money raises it. That ceiling, not price, is why YouTube scrapers exist. Here is what each one returns.",[1990,1991,1370,1464,1406],"youtube scraper","youtube data api","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota.png","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota-card.png",{"path":1995,"title":1996,"description":1997,"publishedAt":1998,"author":6,"category":915,"tags":1999,"readTime":1027,"cover":2002,"listingCover":2003,"image":920},"\u002Fblog\u002Fguides\u002Fagentic-browser-when-your-agent-needs-one","Agentic Browser: When Your Agent Actually Needs One","Agentic browser names two products: one you sit in front of and one your agent drives. Most jobs need neither. The test is whether the task carries state.","2026-08-21",[2000,1702,932,1715,2001],"agentic browser","browserbase","\u002Fimg\u002Fblog\u002Fagentic-browser-when-your-agent-needs-one.png","\u002Fimg\u002Fblog\u002Fagentic-browser-when-your-agent-needs-one-card.png",{"path":2005,"title":2006,"description":2007,"publishedAt":1998,"author":6,"category":1020,"tags":2008,"readTime":1027,"cover":2012,"listingCover":2013,"image":920},"\u002Fblog\u002Fguides\u002Fdo-ai-agents-need-a-rotating-proxy","Do You Still Need a Rotating Proxy in 2026?","A rotating proxy is an input you buy by the gigabyte and hope works. Most teams wanted the outcome instead. Here is how to tell which one you need.",[2009,2010,1676,932,2011],"rotating proxy","residential proxy","infrastructure","\u002Fimg\u002Fblog\u002Fdo-ai-agents-need-a-rotating-proxy.png","\u002Fimg\u002Fblog\u002Fdo-ai-agents-need-a-rotating-proxy-card.png",{"path":2015,"title":2016,"description":2017,"publishedAt":1998,"author":6,"category":1020,"tags":2018,"readTime":1027,"cover":2022,"listingCover":2023,"image":920},"\u002Fblog\u002Fguides\u002Fpython-web-scraping-without-a-scraper","Web Scraping in Python Without Maintaining a Scraper","Python web scraping is two jobs wearing one name. Python is the best tool for one of them and the wrong place to solve the other. Here is the split.",[2019,1676,2020,2021,932],"python","beautifulsoup","selenium","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper.png","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper-card.png",{"path":2025,"title":2026,"description":2027,"publishedAt":1998,"author":6,"category":1020,"tags":2028,"readTime":1762,"cover":2032,"listingCover":2033,"image":920},"\u002Fblog\u002Fguides\u002Fserp-api-for-ai-agents","Google SERP Tracker and Analysis: Which SERP API Do You Need?","A SERP API is three products under one name. Tracking needs two rank fields; analysis needs the blocks around them, and one was missing.",[2029,2030,2031,1125,1415,1416],"google serp tracker","google serp analysis","cheapest serp api","\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents-card.png",{"path":2035,"title":2036,"description":2037,"publishedAt":1998,"author":6,"category":1020,"tags":2038,"readTime":1027,"cover":2041,"listingCover":2042,"image":920},"\u002Fblog\u002Fguides\u002Fweb-scraping-tools-which-kind","Web Scraping Tools: Which Kind Do You Actually Need?","Web scraping tools come in four kinds and they differ on who operates them, not on features. Pick the operator first and the shortlist writes itself.",[2039,2040,1738,932,1464],"web scraping tools","no code scraper","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind.png","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind-card.png",{"path":2044,"title":2045,"description":2046,"publishedAt":2047,"author":6,"category":1158,"tags":2048,"readTime":1762,"cover":2053,"listingCover":2054,"image":920},"\u002Fblog\u002Fguides\u002Fautonomous-store-agent-outside-data","Agentic Commerce: The Store Builds Itself, Not the Market","The hard part moved. Building a store is one sentence now. One call returned 48 competitors and an incumbent with 136,609 reviews.","2026-08-20",[2049,2050,2051,2052],"agentic commerce","autonomous store agent","store agent data","market entry research","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data.png","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data-card.png",{"path":2056,"title":2057,"description":2058,"publishedAt":2047,"author":6,"category":1020,"tags":2059,"readTime":1027,"cover":2063,"listingCover":2064,"image":920},"\u002Fblog\u002Fguides\u002Fbing-search-api-retired-alternatives","Bing Search API Retired: What Actually Replaces It","Microsoft turned the Bing Search APIs off in August 2025 and the endpoints now return 410. What a replacement has to do, and which route fits which job.",[2060,2061,2062,1416,869],"search","web","api","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives.png","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives-card.png",{"path":2066,"title":2067,"description":2068,"publishedAt":2047,"author":6,"category":1020,"tags":2069,"readTime":926,"cover":2073,"listingCover":2074,"image":920},"\u002Fblog\u002Fguides\u002Fingest-mixed-documents-llm-embedding","Ingesting Mixed Documents for LLM Embedding: PDF to Markdown","PDFs, Office files and HTML all become one clean format before chunking. Where the pipeline actually breaks, and which endpoint handles which format.",[1416,2070,2071,2072,1959],"embeddings","pdf","ocr","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding.png","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding-card.png",{"path":2076,"title":2077,"description":2078,"publishedAt":2047,"author":6,"category":1034,"tags":2079,"readTime":1027,"cover":2084,"listingCover":2085,"image":920},"\u002Fblog\u002Fguides\u002Finstagram-follower-engagement-api","Instagram Follower and Engagement Data: Which API in 2026?","Follower counts are accurate. What trackers build on top is inference. Which endpoints return which fields, and how to tell a real signal from a guess.",[2080,2081,2062,2082,2083],"instagram","social","creators","engagement","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api.png","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api-card.png",{"path":2087,"title":2088,"description":2089,"publishedAt":2047,"author":6,"category":915,"tags":2090,"readTime":1027,"cover":2096,"listingCover":2097,"image":920},"\u002Fblog\u002Fguides\u002Fllm-gateway-vs-mcp-gateway","LLM Gateway vs MCP Gateway: Four Families, One Word","An LLM gateway routes prompts to models. An MCP gateway routes tool calls to vendors. Four gateway families, and which problem each one solves.",[2091,2092,2093,2094,2095],"llm gateway","ai gateway","mcp","agent tools","routing","\u002Fimg\u002Fblog\u002Fllm-gateway-vs-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fllm-gateway-vs-mcp-gateway-card.png",{"path":864,"title":2099,"description":2100,"publishedAt":2047,"author":6,"category":915,"tags":2101,"readTime":1027,"cover":2102,"listingCover":2103,"image":920},"MCP vs API for AI Agents: Who Does the Wrapping?","MCP is not an alternative to APIs, it wraps them. The real question is who does the wrapping, and the answer decides how much code you write.",[2093,2062,2094,932,934],"\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents-card.png",{"path":2105,"title":2106,"description":2107,"publishedAt":2047,"author":6,"category":915,"tags":2108,"readTime":926,"cover":2112,"listingCover":2113,"image":920},"\u002Fblog\u002Fguides\u002Fn8n-data-layer-scraping-enrichment","The Data Layer for n8n: One Key Instead of a Node Per Vendor","n8n workflows rarely break at the logic. They break at the data source. Build the scraping and enrichment layer so a dead provider is a config change.",[2109,2110,2111,1749,869],"n8n","automation","enrichment","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment.png","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment-card.png",{"path":2115,"title":2116,"description":2117,"publishedAt":2047,"author":6,"category":915,"tags":2118,"readTime":1027,"cover":2120,"listingCover":2121,"image":920},"\u002Fblog\u002Fguides\u002Fopenrouter-alternatives-after-stripe","OpenRouter Alternatives in 2026: Models, and Then Tools","Stripe agreed to buy OpenRouter for over $7 billion. The real alternatives on the model side, and the routing layer nobody is selling yet.",[2119,2091,2094,2093,2095],"openrouter","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe.png","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe-card.png",{"path":2123,"title":2124,"description":2125,"publishedAt":2047,"author":6,"category":915,"tags":2126,"readTime":1027,"cover":2130,"listingCover":2131,"image":920},"\u002Fblog\u002Fguides\u002Fopenrouter-mcp-server-tool-layer","OpenRouter API Key: What It Reaches, and What It Does Not","An OpenRouter key buys models. It does not buy tools. Here is exactly where that line falls, and how to give the same agent both without a second account.",[2127,2119,2128,934,2129],"openrouter api key","model routing","claude code","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer.png","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer-card.png",{"path":2133,"title":2134,"description":2135,"publishedAt":2047,"author":6,"category":955,"tags":2136,"readTime":1027,"cover":2139,"listingCover":2140,"image":920},"\u002Fblog\u002Fguides\u002Fprompt-instead-of-filters-people-search","A Wrong Enum Returns Zero: Ploid and Prompt-Shaped APIs","A wrong enum returned 0 rows. A wrong range format returned 160,884. Neither raised an error. Why prompt-shaped APIs like Ploid exist, and what they cost.",[2137,2138,1439,932],"people search api","agentic api","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search.png","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search-card.png",{"path":2142,"title":2143,"description":2144,"publishedAt":2047,"author":6,"category":955,"tags":2145,"readTime":1027,"cover":2149,"listingCover":2150,"image":920},"\u002Fblog\u002Fguides\u002Fproxycurl-shutdown-linkedin-data-alternatives","Proxycurl Shut Down: Where LinkedIn Data Goes Now","Proxycurl closed in July 2025 to settle with LinkedIn. What a replacement has to return, which endpoints cover which half, and the risk to read first.",[2146,2111,2062,2147,2148],"linkedin","sales","leads","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives.png","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives-card.png",{"path":2152,"title":2153,"description":2154,"publishedAt":2047,"author":6,"category":1034,"tags":2155,"readTime":1027,"cover":2160,"listingCover":2161,"image":920},"\u002Fblog\u002Fguides\u002Ftiktok-data-behind-an-ai-video-ad","Oumomo Generates the Ad. TikTok Data Decides Which One.","An AI video tool makes whatever you ask. One TikTok search call returned twenty videos with a fifteenfold spread in likes, and that spread is the brief.",[2156,2157,2158,2159],"tiktok data api","ai video ads","tiktok shop","creative research","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad.png","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad-card.png",{"path":2163,"title":2164,"description":2165,"publishedAt":2047,"author":6,"category":1034,"tags":2166,"readTime":1027,"cover":2167,"listingCover":2168,"image":920},"\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit","Oumomo Remakes the Winner. A TikTok Scraper Tells You Which.","Fourteen videos, twenty one days, and one was 65 percent of the account. You cannot see that in the clips. One call puts the catalogue in a table.",[1879,1124,2158,2157],"\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-card.png",{"path":145,"title":146,"description":2170,"publishedAt":2047,"author":6,"category":915,"tags":2171,"readTime":1762,"cover":2173,"listingCover":2174,"image":920},"An MCP gateway is one endpoint that fronts many tools. Two very different products share the name, and the difference decides which one you need.",[2093,2172,2094,932,2095],"mcp gateway","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway-card.png",{"path":2176,"title":2177,"description":2178,"publishedAt":2047,"author":6,"category":1034,"tags":2179,"readTime":1027,"cover":2182,"listingCover":2183,"image":920},"\u002Fblog\u002Fguides\u002Fx-intent-search-social-selling","Monid Finds the Tweet. Volumn Tells You Who Sent It.","A tightened X search returned 19 of 20 keyword-relevant tweets. Only 2 were someone actually asking. Keyword match is not intent, and that gap is the work.",[2180,2181,1725,1089],"twitter scraper","x api","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling.png","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling-card.png",{"path":2185,"title":2186,"description":2187,"publishedAt":2188,"author":6,"category":1020,"tags":2189,"readTime":926,"cover":2193,"listingCover":2194,"image":920},"\u002Fblog\u002Fguides\u002Fapify-alternatives","Apify Alternatives: You Probably Want a Different Way to Buy It","Every AI answer to this question names Apify. We ran an Apify actor without an Apify account to show what the real alternative is.","2026-08-19",[2190,1676,2191,2192],"apify alternatives","actors","pay per call","\u002Fimg\u002Fblog\u002Fapify-alternatives.png","\u002Fimg\u002Fblog\u002Fapify-alternatives-card.png",{"path":2196,"title":2197,"description":2198,"publishedAt":2188,"author":6,"category":1158,"tags":2199,"readTime":926,"cover":2204,"listingCover":2205,"image":920},"\u002Fblog\u002Fguides\u002Fconnect-claude-to-amazon-search-data","Amazon Search API: What One Keyword Query Returns","Amazon has no keyword API for sellers. What a search endpoint actually returns, how to hand it to an agent, and which route fits which job.",[2200,2201,2202,2203],"amazon search api","amazon keyword data","amazon product api","seller research","\u002Fimg\u002Fblog\u002Fconnect-claude-to-amazon-search-data.png","\u002Fimg\u002Fblog\u002Fconnect-claude-to-amazon-search-data-card.png",{"path":2207,"title":2208,"description":2209,"publishedAt":2188,"author":6,"category":955,"tags":2210,"readTime":926,"cover":2215,"listingCover":2216,"image":920},"\u002Fblog\u002Fguides\u002Fenrich-a-list-from-email-addresses","Email Enrichment: Four Addresses In, One Person Out","We enriched four real email addresses and one returned a person. The misses billed nothing. What that changes about how you plan a batch.",[2211,2212,2213,2214],"email enrichment","email enrichment api","email to profile","batch enrichment","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses.png","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses-card.png",{"path":2218,"title":2219,"description":2220,"publishedAt":2188,"author":6,"category":1020,"tags":2221,"readTime":926,"cover":2224,"listingCover":2225,"image":920},"\u002Fblog\u002Fguides\u002Ffree-api-extract-page-content-rag","A Free API to Extract Page Content for RAG: Read This First","We scraped a Wikipedia page and got 74,552 characters starting with the nav menu. The official API gave 689 clean ones. When each is right.",[1416,1714,2222,2223],"chunking","llm context","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag.png","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag-card.png",{"path":2227,"title":2228,"description":2229,"publishedAt":2188,"author":6,"category":969,"tags":2230,"readTime":926,"cover":2234,"listingCover":2235,"image":920},"\u002Fblog\u002Fguides\u002Fgoogle-maps-scraper-alternatives","Google Maps Scraper Alternatives: Building a Local Lead List","Two Google Maps actors, same catalogue, different jobs. One returned nothing on a plausible query. What the fields tell you about a business, measured.",[2231,2232,1464,2233],"google maps scraper","local leads","lead list","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives.png","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives-card.png",{"path":2237,"title":2238,"description":2239,"publishedAt":2188,"author":6,"category":1435,"tags":2240,"readTime":926,"cover":2245,"listingCover":2246,"image":920},"\u002Fblog\u002Fguides\u002Fmeta-ad-library-longest-running-ads","Mining the Meta Ad Library with Wireflow: Ninety Days Means It Works","Run duration is the profitability signal competitors publish by accident. How to read it, when it lies, and how to turn a long runner into creative.",[2241,2242,2243,2244],"meta ad library","competitor ads","ad creative","facebook ads","\u002Fimg\u002Fblog\u002Fmeta-ad-library-longest-running-ads.png","\u002Fimg\u002Fblog\u002Fmeta-ad-library-longest-running-ads-card.png",{"path":2248,"title":2249,"description":2250,"publishedAt":2251,"author":6,"category":915,"tags":2252,"readTime":926,"cover":2254,"listingCover":2255,"image":920},"\u002Fblog\u002Fguides\u002Fai-agent-needs-two-integrations","A Model Is Half an Agent: AIHubMix for Models, Monid for Tools","A model gateway gets your agent talking. It still cannot look anything up. How to wire both halves, with AIHubMix on models and Monid on tools.","2026-08-18",[932,2253,2094,2093],"model gateway","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations.png","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations-card.png",{"path":2257,"title":2258,"description":2259,"publishedAt":2251,"author":6,"category":915,"tags":2260,"readTime":926,"cover":2263,"listingCover":2264,"image":920},"\u002Fblog\u002Fguides\u002Fapi-marketplace-for-ai-agents","The Best API Marketplace for AI Agents in 2026","Marketplaces were built for developers who integrate once. An agent chooses at run time. One ordinary task touched five providers across four steps.",[2261,932,2093,2262],"api marketplace","tool use","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents-card.png",{"path":2266,"title":2267,"description":2268,"publishedAt":2251,"author":6,"category":955,"tags":2269,"readTime":926,"cover":2273,"listingCover":2274,"image":920},"\u002Fblog\u002Fguides\u002Fbusiness-entity-search-api","Business Entity Search by API: What Exists and What Does Not","State registries are the most searched company lookup and the least available by API. We ran the US endpoint on a private company and it returned nothing.",[2270,2271,2272,1274],"business entity search","company registry","sec edgar","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api.png","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api-card.png",{"path":2276,"title":2277,"description":2278,"publishedAt":2251,"author":6,"category":1020,"tags":2279,"readTime":926,"cover":2283,"listingCover":2284,"image":920},"\u002Fblog\u002Fguides\u002Fscraper-blocked-what-gets-through","Your Scraper Is Blocked: What Actually Gets Through in 2026","A raw request to a Cloudflare-protected page returns 403. We ran the same URL through a managed endpoint and read what came back, field by field.",[1676,2280,2281,2282],"cloudflare","proxies","blocked","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through.png","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through-card.png",{"path":2286,"title":2287,"description":2288,"publishedAt":2251,"author":6,"category":1020,"tags":2289,"readTime":926,"cover":2291,"listingCover":2292,"image":920},"\u002Fblog\u002Fguides\u002Fweb-scraping-api-for-ai-agents","The Best Web Scraping API for AI Agents in 2026","An agent cannot pick a scraper from a list it has never seen. What changes when the catalogue is discoverable at run time, measured across three phrasings.",[2290,932,2093,2110],"web scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents-card.png",{"path":2294,"title":2295,"description":2296,"publishedAt":2297,"author":6,"category":955,"tags":2298,"readTime":1027,"cover":2304,"listingCover":2305,"image":920},"\u002Fblog\u002Fguides\u002Fapi-to-find-a-company-website","Best API to Search a Company's Homepage From Its Name","Searching a company's homepage by API is resolution, not search. Which endpoint does it, why fuzzy matches are a feature, and how to pick the right row.","2026-08-17",[2299,2300,2301,2302,2303],"best api search company's homepage","company homepage search api","company website api","company lookup","domain resolution","\u002Fimg\u002Fblog\u002Fapi-to-find-a-company-website.png","\u002Fimg\u002Fblog\u002Fapi-to-find-a-company-website-card.png",{"path":2307,"title":2308,"description":2309,"publishedAt":2297,"author":6,"category":1020,"tags":2310,"readTime":926,"cover":2314,"listingCover":2315,"image":920},"\u002Fblog\u002Fguides\u002Fcompany-news-api-press-releases","PR Newswire API: How to Read Releases, Not Send Them","The newswires sell distribution, not access. Reading a company's releases and its coverage is a different endpoint, and one field separates the two.",[2311,2312,1982,2313],"company news api","press release api","signals","\u002Fimg\u002Fblog\u002Fcompany-news-api-press-releases.png","\u002Fimg\u002Fblog\u002Fcompany-news-api-press-releases-card.png",{"path":2317,"title":2318,"description":2319,"publishedAt":2297,"author":6,"category":955,"tags":2320,"readTime":1027,"cover":2324,"listingCover":2325,"image":920},"\u002Fblog\u002Fguides\u002Fcrunchbase-api-alternatives-funding-data","Startup Funding Data by API: Crunchbase Alternatives That Bill Per Call","Startup funding data without a Crunchbase seat: one enrichment call carried 33 rounds and 14 stage types on one company, and one field that misleads.",[2321,2322,1271,1509,2323,1947],"startup funding","startup funding data","funding data","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data.png","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data-card.png",{"path":2327,"title":2328,"description":2329,"publishedAt":2297,"author":6,"category":955,"tags":2330,"readTime":1027,"cover":2335,"listingCover":2336,"image":920},"\u002Fblog\u002Fguides\u002Fjob-postings-api-hiring-signals","Jooble API and Job Postings Data: Hiring as a Buying Signal","Jooble's API is for partners, not developers. What a job postings call returns instead, and two fields that turned out to be platform defaults, not data.",[2331,2332,1804,1805,2333,2334],"jooble api","jooble","jobs data","gtm","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals.png","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals-card.png",{"path":2338,"title":2339,"description":2340,"publishedAt":2297,"author":6,"category":955,"tags":2341,"readTime":926,"cover":2345,"listingCover":2346,"image":920},"\u002Fblog\u002Fguides\u002Ftechnographic-data-platforms-vs-per-call","Technographic Data Platforms vs One API Call: What You Give Up","We ran a stack detection on a major site and half the fields came back empty. What per-call detection sees, and when a platform earns its price.",[2342,2343,2344,2334],"technographic data","tech stack detection","b2b targeting","\u002Fimg\u002Fblog\u002Ftechnographic-data-platforms-vs-per-call.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-platforms-vs-per-call-card.png",{"path":2348,"title":2349,"description":2350,"publishedAt":2351,"author":6,"category":1034,"tags":2352,"readTime":926,"cover":2355,"listingCover":2356,"image":920},"\u002Fblog\u002Fguides\u002Fbest-social-media-scraping-api-2026","What Is the Best API for Social Media Scraping in 2026?","No single best one, because the platforms are not one problem. Which endpoint covers which network, and where a per-call bill differs from per-result.","2026-08-14",[2353,1370,2354,2080],"social media scraping api","tiktok","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026-card.png",{"path":317,"title":2358,"description":2359,"publishedAt":2351,"author":6,"category":1020,"tags":2360,"readTime":1027,"cover":2364,"listingCover":2365,"image":920},"Best MCP Servers: Two Engines, Two Lists That Barely Overlap","Of the eleven servers one engine called best, none fetches live web data. Change the wording and the list changes completely. Both answers, measured.",[2361,2362,931,932,2363],"best mcp servers","mcp server list","model context protocol","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents.png","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents-card.png",{"path":2367,"title":2368,"description":2369,"publishedAt":2351,"author":6,"category":915,"tags":2370,"readTime":948,"cover":2373,"listingCover":2374,"image":920},"\u002Fblog\u002Fguides\u002Fpay-per-call-data-api-vs-subscription","Which Data API Lets You Pay Per Call Instead of a Subscription?","Metered beats a subscription when your usage is bursty and loses when it is steady. The shapes, the crossover, and the measurement that decides it.",[2192,2371,2261,2372],"data api pricing","metered billing","\u002Fimg\u002Fblog\u002Fpay-per-call-data-api-vs-subscription.png","\u002Fimg\u002Fblog\u002Fpay-per-call-data-api-vs-subscription-card.png",{"path":2376,"title":2377,"description":2378,"publishedAt":2351,"author":6,"category":955,"tags":2379,"readTime":1027,"cover":2383,"listingCover":2384,"image":920},"\u002Fblog\u002Fguides\u002Fpeople-data-labs-apollo-zoominfo-alternatives","ZoomInfo Competitors: People Data Labs, Apollo, and What to Buy","ZoomInfo competitors split into three jobs: search, enrich, contract. What each is genuinely best at, and why the price gap is not what it looks like.",[2380,2381,1949,2382,1945],"zoominfo competitors","zoominfo alternatives","apollo alternatives","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives.png","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives-card.png",{"path":2386,"title":2387,"description":2388,"publishedAt":2351,"author":6,"category":1034,"tags":2389,"readTime":948,"cover":2390,"listingCover":2391,"image":920},"\u002Fblog\u002Fguides\u002Freddit-scraping-api-alternatives","Is There an Alternative to Apify for Scraping Reddit?","Yes, several. The more useful question is why a Reddit scraper returns posts that miss your keywords, because that is a search problem, not a scraper one.",[1462,1461,1463,2190],"\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives.png","\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives-card.png",{"path":2393,"title":2394,"description":2395,"publishedAt":2396,"author":6,"category":955,"tags":2397,"readTime":926,"cover":2400,"listingCover":2401,"image":920},"\u002Fblog\u002Fguides\u002Fbest-linkedin-scraper-api-2026","What Is the Best LinkedIn Scraper API in 2026?","There is no single best LinkedIn scraper API. There are three jobs, and the honest answer is which endpoint fits which job, and what each one gets wrong.","2026-08-12",[2398,2146,2147,2399],"linkedin scraper api","data","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026-card.png",{"path":2403,"title":2404,"description":2405,"publishedAt":2406,"author":6,"category":955,"tags":2407,"readTime":926,"cover":2412,"listingCover":2413,"image":920},"\u002Fblog\u002Fguides\u002Fapollo-scraper","Apollo Scraper: Export Apollo.io Leads Safely by API in 2026","An Apollo scraper extension can get your account flagged. How to pull the same Apollo.io people and company data by metered API, with search free.","2026-08-10",[2408,2409,2410,2411],"apollo scraper","apollo.io","lead-generation","b2b-data","\u002Fimg\u002Fblog\u002Fapollo-scraper.png","\u002Fimg\u002Fblog\u002Fapollo-scraper-card.png",{"path":2415,"title":2416,"description":2417,"publishedAt":2406,"author":6,"category":1034,"tags":2418,"readTime":1027,"cover":2421,"listingCover":2422,"image":920},"\u002Fblog\u002Fguides\u002Freddit-scraper","Reddit API in 2026: Licensed Access or a Public-Page Scraper","Reddit closed self-service API access in 2025. The honest split between the licensed Data API and a public-page scraper you run metered per call.",[1462,1461,2419,2420,2081],"reddit data api","web-scraping","\u002Fimg\u002Fblog\u002Freddit-scraper.png","\u002Fimg\u002Fblog\u002Freddit-scraper-card.png",{"path":2424,"title":2425,"description":2426,"publishedAt":2406,"author":6,"category":955,"tags":2427,"readTime":1027,"cover":2434,"listingCover":2435,"image":920},"\u002Fblog\u002Fguides\u002Ftechnographic-data-api","Technographics by API: Three Sources Said 271, 18 and 0","One domain, one afternoon, three technographic routes. A live detector found nothing, a curated database found eighteen, a sales database found 271.",[2428,2429,2430,2431,2432,2433],"technographics","technographics tool","technographic data api","sales tech stack","tech stack","company-enrichment","\u002Fimg\u002Fblog\u002Ftechnographic-data-api.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-api-card.png",{"path":2437,"title":2438,"description":2439,"publishedAt":2440,"author":6,"category":1034,"tags":2441,"readTime":926,"cover":2443,"listingCover":2444,"image":920},"\u002Fblog\u002Fguides\u002Fapify-instagram-scraper","The Apify Instagram Scraper: Which Actor to Use in 2026","Apify has five Instagram scrapers, not one. Which actor fits which job, how to run them without getting blocked, and what two measured runs actually cost.","2026-08-04",[2442,2080,2420,869],"apify instagram scraper","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper.png","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper-card.png",{"path":2446,"title":2447,"description":2448,"publishedAt":2449,"author":6,"category":955,"tags":2450,"readTime":1027,"cover":2452,"listingCover":2453,"image":920},"\u002Fblog\u002Fguides\u002Fbest-linkedin-outreach-tools-2026","The Best LinkedIn Outreach Tools in 2026","LinkedIn outreach tools split into two layers in 2026: the data layer that finds and verifies people, and the sending layer that sequences the messages.","2026-07-29",[2451,2146,2147,2399],"linkedin outreach","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026-card.png",{"path":2455,"title":2456,"description":2457,"publishedAt":2458,"author":6,"category":1158,"tags":2459,"readTime":2463,"cover":2464,"listingCover":2465,"image":920},"\u002Fblog\u002Fguides\u002Famazon-pa-api-alternatives","Amazon's PA-API Retires in 2026: How to Move to Monid","PA-API retired in May 2026. Which endpoints actually replace GetItems and SearchItems, tested on the day of writing, including one returning empty prices.","2026-07-21",[2460,2461,2399,2462],"amazon product advertising api","pa-api alternative","ecommerce","9 min","\u002Fimg\u002Fblog\u002Famazon-pa-api-alternatives.png","\u002Fimg\u002Fblog\u002Famazon-pa-api-alternatives-card.png",{"path":2467,"title":2468,"description":2469,"publishedAt":2470,"author":6,"category":1158,"tags":2471,"readTime":1762,"cover":2473,"listingCover":2474,"image":920},"\u002Fblog\u002Fguides\u002Fbest-amazon-reviews-api-2026","The Best Amazon Reviews API in 2026 (We Tested Them)","There is no official Amazon reviews API. Here are the real ways to get review text, what all of them costs, and the pagination limit nobody mentions.","2026-07-09",[2472,2399,869,2462],"amazon reviews api","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026-card.png",{"path":2476,"title":2477,"description":2478,"publishedAt":2470,"author":6,"category":955,"tags":2479,"readTime":1027,"cover":2482,"listingCover":2483,"image":920},"\u002Fblog\u002Fguides\u002Fbest-email-verification-api-2026","Best Email Verification API in 2026: ZeroBounce, NeverBounce, Kickbox, or One Call on Monid?","ZeroBounce, NeverBounce, Kickbox, Bouncer, a DIY SMTP check and Strale compared: credit packs versus one metered per-call endpoint.",[2480,2399,869,2481],"email verification api","email","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026-card.png",{"path":2485,"title":2486,"description":21,"publishedAt":2487,"author":920,"category":915,"tags":2488,"readTime":920,"cover":2491,"listingCover":920,"image":920},"\u002Fblog\u002Fakta-pro-is-now-available-on-monid","Akta Pro Is Now Available On Monid","2026-07-07",[869,2489,2490,2399],"partner-tools","private-markets","\u002Fimg\u002Fblog\u002Fakta-pro-is-now-available-on-monid-v2.png",{"path":2493,"title":2494,"description":2495,"publishedAt":2496,"author":920,"category":915,"tags":2497,"readTime":920,"cover":2500,"listingCover":920,"image":920},"\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls","Your Claude Code can now make phone calls","Saperly is now available on Monid. Your agent can now make phone calls for you.","2026-07-05",[869,2489,2498,2499],"voice","phone","\u002Fimg\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls.png",{"path":2502,"title":2503,"description":2504,"publishedAt":2505,"author":920,"category":915,"tags":2506,"readTime":920,"cover":2509,"listingCover":920,"image":920},"\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models","Introducing\nClaude for 3D models","Suzanne is now available on Monid. Turn any idea into a production-ready 3D model in one prompt.","2026-06-25",[2507,869,2508],"3d","creative-tools","\u002Fimg\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models.png",{"path":2511,"title":2512,"description":2513,"publishedAt":2514,"author":920,"category":915,"tags":2515,"readTime":920,"cover":2518,"listingCover":920,"image":920},"\u002Fblog\u002Fminimax-is-now-available-on-monid","MiniMax is now available on Monid","Create images and music with MiniMax models through Monid.","2026-06-24",[869,2508,2516,2517],"image-generation","music-generation","\u002Fimg\u002Fblog\u002Fminimax-is-now-available-on-monid.png",1791431411198]