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      "url": "https://docs.linkup.so/pages/documentation/get-started/introduction",
      "title": "Introduction - Linkup API Documentation",
      "content": "Fetch the complete documentation index at: /llms.txt \u00b7 Use this file to discover all available pages before exploring further. ... Linkup Research is live \u2014 ranked #1 on the SealQA-0 benchmark. Try it \u2192 ... The production-grade web search API for AI.\nAccuracy. Search ranks #1 among sub-second web search APIs on Verified SimpleQA with a 94% F-score. Research ranks #1 across the board on SealQA-0 with 61% accuracy. The evaluation harness is open source. Customization. The index adapts to your domain.\nSecurity. SOC 2 Type II, Zero Data Retention, GDPR, and Single Sign-On on every tier. Bring Your Own Cloud is available for the highest data sovereignty requirements: the full Linkup index runs inside your VPC and queries never leave your environment.\nQuery precision is the biggest lever on result quality. Read the Search best practices page or use the Prompt Optimizer.",
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      "published_date": "2026-08-27T12:12:48"
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      "url": "https://www.linkup.so/",
      "title": "Linkup | The Web Search API for AI",
      "content": "Fast, accurate, and grounded in real data from trusted sources. ... from linkup import LinkupClient client = LinkupClient( api_key=&quot;&lt;your-api-key&gt;&quot;, # Or set the LINKUP_API_KEY environment variable ) # Perform a search query search_response = client.search( query=&quot;What is Microsoft 2024 revenue?&quot;, depth=&quot;standard&quot;, output_type=&quot;searchResults&quot;, ) print(search_response) ... Linkup delivers accuracy, speed, and reliability that set a new standard for web search APIs.\nTrusted in production by leading AI labs and global financial institutions. ... Take full control of search. Tune the index, pick the sources, set the freshness. ... Web search built for AI applications. Get sourced, cited answers with full-text snippets from across the web.\nEvaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.View all benchmarks ... Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls. Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.\nFast, accurate, and grounded in real data from trusted sources. ... from linkup import LinkupClient client = LinkupClient( api_key=\"<your-api-key>\", # Or set the LINKUP_API_KEY environment variable ) # Perform a search query search_response = client.search( query=\"What is Microsoft 2024 revenue?\", depth=\"standard\", output_type=\"searchResults\", ) print(search_response) ... Linkup delivers accuracy, speed, and reliability that set a new standard for web search APIs.\nIndustry-leading accuracy, in your stack via one API call or deployed inside your own cloud.",
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      "content": "For example, there are 86,400 seconds in a day which would allow LinkUp to access <strong>8,640 pages</strong> in a single day. Make sure you have the &#x27;user-agent specific directive&#x27; above the `all bots` directive User-agent: *. ... To block LinkUpBot from crawling ...\nYour web browser is out of date. Update your browser for more security, speed and the best experience on this site. Update your browser \u00b7 LinkUpBot is the name for LinkUp\u2019s web crawler, an application designed to automatically collect job posting information from company career sites. The LinkUpBot crawls company career sites and gathers links to all active, publicly available jobs, and parses the content for inclusion in the LinkUp job index.\nFor example, there are 86,400 seconds in a day which would allow LinkUp to access 8,640 pages in a single day. Make sure you have the 'user-agent specific directive' above the `all bots` directive User-agent: *. ... To block LinkUpBot from crawling your site, add a slash after disallow. The slash denotes the root of the site. Adding this code will prevent LinkUpBot from being able to crawl your website.\nThis syntax tells only the crawler not to crawl any pages that contain the URL string http://www.example.com/Marketplace/... ... Please note that it may take up to 24 hours to discover changes made to your robots.txt. LinkUp is a leading job search engine empowering people with knowledge obtained from the largest, highest quality database of global job listings. Through proprietary technology, LinkUp indexes millions of job listings daily, direct from company career sites, providing unsurpassed value for job seekers, employers, and data buyers.",
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      "content": "The new capital is being used to expand indexing technology and grow teams across New York, San Francisco, and Paris[5]. By the time of the announcement, the company had acquired hundreds of customers and was processing production traffic from organizations including AI companies and global enterprises[4]. Linkup&#x27;s core product is a web search API accessible via a single HTTP endpoint.\nExa is particularly strong for discovering content by similarity or by finding pages that link to a given concept. Its scores on SimpleQA (90.04%) are nearly identical to Linkup's[12]. Exa charges between $1 and $5 per thousand queries for neural search[16]. Brave Search offers a search API built on Brave's independent index, one of the few large web indexes not derived from Google or Bing.\nThe new capital is being used to expand indexing technology and grow teams across New York, San Francisco, and Paris[5]. By the time of the announcement, the company had acquired hundreds of customers and was processing production traffic from organizations including AI companies and global enterprises[4]. Linkup's core product is a web search API accessible via a single HTTP endpoint.\nLinkup offers two enterprise-specific deployment modes. The Private Index option lets organizations contribute proprietary data to a dedicated, access-controlled index alongside the public web index[17]. The Bring Your Own Cloud option runs the full Linkup indexing stack inside the customer's own VPC, meeting compliance requirements for organizations that cannot send queries or data to a third-party endpoint[10]. Both modes retain the same API interface as the standard hosted offering.\nEnterprise knowledge management is addressed through the Private Index option, which lets organizations index internal documents alongside public web content, making Linkup a RAG backend for internal-facing agents[17].",
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      "content": "Your web browser is out of date. Update your browser for more security, speed and the best experience on this site. Update your browser \u00b7 Every day, LinkUp indexes millions of job listings directly from <strong>more than 86,000</strong> employer websites.\nYour web browser is out of date. Update your browser for more security, speed and the best experience on this site. Update your browser \u00b7 Every day, LinkUp indexes millions of job listings directly from more than 86,000 employer websites.\nIn aggregate, this data tells the story of job market demand balance, global economic volatility, regional hiring trends, and in-demand skills. ... Since 2007, LinkUp has refined our indexing process, sourcing job listing data daily directly from employer websites.\nOur proprietary technology and dedicated web data engineers continuously maintain and grow our job listings coverage to ensure a consistent and clean dataset. ... Since 2007, we\u2019ve indexed hundreds of millions of jobs from over 86,000 companies and 195 countries for comprehensive coverage\nA single job listing contains dozens of forward-looking data points about both the job and the employer. ... LinkUp's flagship dataset: 350 million+ global job postings, indexed daily since 2007.",
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      "content": "There was an error while loading. Please reload this page. LinkupPlatform/linkup-for-agents&#x27;s past year of commit activity ... Consolidated hub for Linkup&#x27;s public web-search benchmarks: GTM (people + company), finance (FinSearchComp), and legal (RedlineBench).\nThere was an error while loading. Please reload this page. LinkupPlatform/newsletter-content's past year of commit activity ... 500-query benchmark for web search APIs behind real-time voice assistants, with a reproducible LLM-judge harness\nThere was an error while loading. Please reload this page. LinkupPlatform/linkup-for-agents's past year of commit activity ... Consolidated hub for Linkup's public web-search benchmarks: GTM (people + company), finance (FinSearchComp), and legal (RedlineBench).\nThere was an error while loading. Please reload this page. LinkupPlatform/linkup-benchmarks's past year of commit activity ... Augmenting RedlineBench with live web search \u2014 does it improve GPT-5.5's contract redlining?\nThere was an error while loading. Please reload this page. LinkupPlatform/linkup-js-sdk's past year of commit activity",
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      "title": "Santiago on X: \"I'm working with Linkup. They are doing something fundamentally different: They built their own web index from scratch, designed specifically for how AI consumes information. A traditional search engine indexes full web pages. Your agent has to parse through all of the garbage\" / X",
      "content": "I&#x27;m working with Linkup. They are doing something fundamentally different: They built their own web index from scratch, designed specifically for how AI consumes information. A traditional search engine indexes full web pages. Your agent has to parse through all of the garbage to find the one fact it actually needs.\nI'm working with Linkup. They are doing something fundamentally different: They built their own web index from scratch, designed specifically for how AI consumes information. A traditional search engine indexes full web pages. Your agent has to parse through all of the garbage to find the one fact it actually needs.\nWhat Linkup is doing is huge because they extract individual facts from across the web, timestamp them, source-attribute them, and embed them for semantic retrieval. So, when you point your agent to Linkup, it doesn't get a web page back; it gets the actual information it needs, ready to use. Think of it as the difference between web search and web retrieval: it's essentially RAG over the entire web.",
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            "Accuracy. Search ranks #1 among sub-second web search APIs on Verified SimpleQA with a 94% F-score. Research ranks #1 across the board on SealQA-0 with 61% accuracy. The evaluation harness is open source. Customization. The index adapts to your domain.",
            "Security. SOC 2 Type II, Zero Data Retention, GDPR, and Single Sign-On on every tier. Bring Your Own Cloud is available for the highest data sovereignty requirements: the full Linkup index runs inside your VPC and queries never leave your environment.",
            "Query precision is the biggest lever on result quality. Read the Search best practices page or use the Prompt Optimizer."
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        },
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            "Trusted in production by leading AI labs and global financial institutions. ... Take full control of search. Tune the index, pick the sources, set the freshness. ... Web search built for AI applications. Get sourced, cited answers with full-text snippets from across the web.",
            "Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.View all benchmarks ... Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls. Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.",
            "Fast, accurate, and grounded in real data from trusted sources. ... from linkup import LinkupClient client = LinkupClient( api_key=\"<your-api-key>\", # Or set the LINKUP_API_KEY environment variable ) # Perform a search query search_response = client.search( query=\"What is Microsoft 2024 revenue?\", depth=\"standard\", output_type=\"searchResults\", ) print(search_response) ... Linkup delivers accuracy, speed, and reliability that set a new standard for web search APIs.",
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            "Exa is particularly strong for discovering content by similarity or by finding pages that link to a given concept. Its scores on SimpleQA (90.04%) are nearly identical to Linkup's[12]. Exa charges between $1 and $5 per thousand queries for neural search[16]. Brave Search offers a search API built on Brave's independent index, one of the few large web indexes not derived from Google or Bing.",
            "The new capital is being used to expand indexing technology and grow teams across New York, San Francisco, and Paris[5]. By the time of the announcement, the company had acquired hundreds of customers and was processing production traffic from organizations including AI companies and global enterprises[4]. Linkup's core product is a web search API accessible via a single HTTP endpoint.",
            "Linkup offers two enterprise-specific deployment modes. The Private Index option lets organizations contribute proprietary data to a dedicated, access-controlled index alongside the public web index[17]. The Bring Your Own Cloud option runs the full Linkup indexing stack inside the customer's own VPC, meeting compliance requirements for organizations that cannot send queries or data to a third-party endpoint[10]. Both modes retain the same API interface as the standard hosted offering.",
            "Enterprise knowledge management is addressed through the Private Index option, which lets organizations index internal documents alongside public web content, making Linkup a RAG backend for internal-facing agents[17]."
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            "In aggregate, this data tells the story of job market demand balance, global economic volatility, regional hiring trends, and in-demand skills. ... Since 2007, LinkUp has refined our indexing process, sourcing job listing data daily directly from employer websites.",
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            "There was an error while loading. Please reload this page. LinkupPlatform/linkup-for-agents's past year of commit activity ... Consolidated hub for Linkup's public web-search benchmarks: GTM (people + company), finance (FinSearchComp), and legal (RedlineBench).",
            "There was an error while loading. Please reload this page. LinkupPlatform/linkup-benchmarks's past year of commit activity ... Augmenting RedlineBench with live web search \u2014 does it improve GPT-5.5's contract redlining?",
            "There was an error while loading. Please reload this page. LinkupPlatform/linkup-js-sdk's past year of commit activity"
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