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    "id": "algolia-docs-1",
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    "url": "https://www.algolia.com/doc/guides/get-started/quickstart",
    "excerpt": "Set up a React app, index sample data in Algolia, and build a search interface with React InstantSearch.",
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  },
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    "id": "algolia-docs-2",
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    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-3",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "Authenticate the CLI with your Algolia account. This opens your browser so you can sign in or create a new account",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-4",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/rest-api/search",
    "excerpt": "The Algolia Search API lets you search, configure, and manage your indices and records",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-5",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Choose a good set of searchable attributes. Apply custom ranking to adapt Algolia to your needs.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-6",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Use rules to override relevance in some situations. For example, for seasonal product promotions.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-7",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/optimize-search-results/typo-tolerance",
    "excerpt": "Algolia provides typo tolerance out-of-the-box, along with some important ways to customize just how tolerant a search experience should be.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-8",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "InstantSearch.js is an open source UI library for vanilla JS that lets you build a search interface in your frontend app.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-9",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/search-analytics/overview",
    "excerpt": "Search analytics offer insights into what your users search and which results they select through metrics such as popular searches, no results, and click-through rates.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-10",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/search-analytics/overview",
    "excerpt": "You can export and download your analytics data as CSV or XLSX files.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-11",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "If your data is in one of these platforms, use an integration: Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-12",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "If your content is only web pages, and you don't have an API or database export, use the Crawler. The Crawler extracts content from your pages and turns it into records.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-13",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/algolia-ai/agent-studio",
    "excerpt": "Agent Studio connects your chosen LLM to Algolia search and tools. It manages the end-to-end workflow and grounds responses in live data from your Algolia indices.",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
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    "id": "algolia-docs-14",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Consider A/B testing to create two alternative search experiences, put them both live and see",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-15",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Official clients for JavaScript, Python, PHP, Ruby, Go, Java, Swift, Kotlin, .NET",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-16",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "`algolia-migration` Migrate API client code to the latest major version (JS, Python, Go, PHP, Java, C#, Ruby, Kotlin, Scala, Swift)",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-17",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server",
    "fetchedAt": "2026-09-06T21:57:31.732Z"
  },
  {
    "id": "algolia-docs-18",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/get-started/quickstart",
    "excerpt": "This quickstart builds a React app that searches a sample product catalog, filters by product type, and paginates results.",
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  },
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    "id": "algolia-docs-19",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "Authenticate the CLI with your Algolia account. This opens your browser so you can sign in or create a new account:",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-20",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Choose a good set of **searchable attributes**. Apply **custom ranking** to adapt Algolia to your needs.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-21",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Use **rules** to override relevance in some situations. For example, for seasonal product promotions.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-22",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "To change its render output (DOM or Native), **customize a predefined widget** to render what you want.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-23",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/algolia-ai/agent-studio",
    "excerpt": "Agent Studio lets you create: **Shopping assistants** that answer product questions and recommend items.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-24",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/algolia-ai/agent-studio",
    "excerpt": "Completions are cached by default to minimize your LLM provider token costs.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-25",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "Agent skills for managing Algolia search, analytics, recommendations, and index configuration.",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-26",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "Migrate API client code to the latest major version (JS, Python, Go, PHP, Java, C#, Ruby, Kotlin, Scala, Swift)",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-27",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Merchandising Studio - Visual tools for curating, pinning, and boosting search results",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-28",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Personalization - User-level affinity profiles for personalized ranking",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-29",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Recommend - ML-based product recommendations (frequently bought together, related items, trending)",
    "fetchedAt": "2026-09-06T21:59:24.288Z"
  },
  {
    "id": "algolia-docs-30",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "algolia application list     # list your applications\nalgolia application select   # pick the current one interactively",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-31",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/rest-api/search",
    "excerpt": "Add these headers to authenticate requests:\n\n*   `x-algolia-application-id`. Your Algolia application ID.\n*   `x-algolia-api-key`.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-32",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Apply [**custom ranking**](/doc/guides/managing-results/must-do/custom-ranking) to adapt Algolia to your needs.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-33",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/relevance-overview",
    "excerpt": "Use [**rules**](/doc/guides/managing-results/rules/rules-overview) to override relevance in some situations. For example, for seasonal product promotions.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-34",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "add the [`refinementList`](/doc/api-reference/widgets/refinement-list/js)` widget and ask it to show a list of brands, so your users can refine their search using those brands.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-35",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "To implement something that doesn't exist, create a **custom widget**.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-36",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/search-analytics/overview",
    "excerpt": "To compare the performance of your metrics between different periods, click **Comparison mode** and select the date ranges you want to compare.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-37",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "If your data is in one of these platforms, use an [integration](/doc/integration): Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-38",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "If your content is only web pages, and you don't have an API or database export, use the [Crawler](/doc/tools/crawler/getting-started/overview). The Crawler extracts content from your pages and turns it into records.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-39",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/algolia-ai/agent-studio",
    "excerpt": "Agent Studio lets you create:\n\n*   **Shopping assistants** that answer product questions and recommend items.\n*   **Content summarizers**...\n*   **Conversational search** for natural language queries.",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-40",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "SLA (99.999% uptime SLA)",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-41",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "AI Search (NeuralSearch) - Hybrid keyword + vector semantic search",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
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    "id": "algolia-docs-42",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Browse & Navigation - Category pages, filtering, and faceted navigation",
    "fetchedAt": "2026-09-06T22:01:41.051Z"
  },
  {
    "id": "algolia-docs-43",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "The Algolia CLI lets you work with Algolia’s APIs from your terminal. It’s great for interactive commands, scripts, and continuous integration workflows.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
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    "id": "algolia-docs-44",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/rest-api/search",
    "excerpt": "To guarantee high availability, implement a retry strategy for all API requests using the URLs of your servers as fallbacks",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
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    "id": "algolia-docs-45",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/optimize-search-results/typo-tolerance",
    "excerpt": "Typo tolerance lets users make mistakes while typing but still find the they’re looking for.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
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    "id": "algolia-docs-46",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "InstantSearch offers three levels of increasing control over your UI: Start with a predefined widget... customize a predefined widget... create a custom widget.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
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    "id": "algolia-docs-47",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/search-analytics/overview",
    "excerpt": "To export any of the metrics from the Algolia dashboard, click Download. You can export and download your analytics data as CSV or XLSX files.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
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    "id": "algolia-docs-48",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "Algolia keeps the schedule, the retries, and the transformations. Configure them in the Algolia dashboard without deploying code.",
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    "id": "algolia-docs-49",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data",
    "excerpt": "If your content is only web pages, and you don’t have an API or database export, use the Crawler. The Crawler extracts content from your pages and turns it into records.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
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    "id": "algolia-docs-50",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "`algolia-cli` Manage indices, settings, rules, and synonyms via the Algolia CLI",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
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    "id": "algolia-docs-51",
    "tier": "claimed-docs",
    "url": "https://github.com/algolia/skills",
    "excerpt": "`algolia-crawler` Crawl web pages or whole sites into a RAG-optimized index with the Algolia Crawler",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
  },
  {
    "id": "algolia-docs-52",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "The algolia.com website content is indexed in Algolia and can be queried directly.",
    "fetchedAt": "2026-09-06T22:03:08.905Z"
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    "id": "algolia-docs-53",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/api-reference/",
    "excerpt": "The official API clients are covered by Algolia’s Service Level Agreement",
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  },
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    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data/",
    "excerpt": "Algolia doesn’t query your database. It searches a copy of your data, stored as in an . After you’ve structured your data into records, choose how to send them to Algolia.",
    "fetchedAt": "2026-09-16T20:26:53.577Z"
  },
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    "id": "algolia-docs-55",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js",
    "excerpt": "To implement something that doesn’t exist, create a **custom widget**.",
    "fetchedAt": "2026-09-16T20:26:53.577Z"
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    "id": "algolia-docs-56",
    "tier": "claimed-docs",
    "url": "https://www.algolia.com/doc/guides/managing-results/rules/rules-overview/",
    "excerpt": "If one of your products isn’t appearing where you want it to in your search results, you can reposition it. Rules let you make precise and (if desired) temporary modifications to your search results.",
    "fetchedAt": "2026-09-16T20:26:53.577Z"
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    "id": "algolia-docs-57",
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    "url": "https://www.algolia.com/doc/guides/get-started/quickstart",
    "excerpt": "Are you building with AI agents? To prepare your agent to work with Algolia, see Build with AI.",
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    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "ML-based product recommendations (frequently bought together, related items, trending)",
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    "tier": "claimed-docs",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "Visual tools for curating, pinning, and boosting search results",
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  },
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    "id": "algolia-docs-60",
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    "url": "https://www.algolia.com/doc",
    "excerpt": "MCP Server",
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    "id": "algolia-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21257529",
    "excerpt": "HN search interface useful: drop-down to sort results; feels like a faithful/predictable search engine vs Google's blackbox approach.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
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    "id": "algolia-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21257529",
    "excerpt": "Complaint: searching HN via Google (site:news.ycombinator.com) gives better, more relevant results than the built-in Algolia-powered search, e.g. for 'ml' query.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
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    "id": "algolia-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21257529",
    "excerpt": "DocSearch program for open source projects praised as 'really great'; Jekyll docs instant results usually find just what you want.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
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    "id": "algolia-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21257529",
    "excerpt": "Algolia has great analytics, so you can measure business value from search queries: tie a query to a purchase and run further analysis, powerful without needing exceptional engineering talent.",
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    "id": "algolia-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "Company switched from Algolia to ElasticSearch: 'Algolia is great to get started but it doesn't make sense at scale. If you have large indexes it's just too expensive.' Cited price and closed-source license as reasons.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
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    "id": "algolia-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "'It's easy to use and setup. If pricing and closed source is OK with you then it's worth it.' Compared to pre-docker Heroku.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
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    "id": "algolia-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "Typesense maintainer: 'Algolia is a great product but can get quite expensive at even moderate scale. If I had a dollar for every time I've heard this from Algolia users switching over…'",
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  },
  {
    "id": "algolia-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "'We moved to Algolia mainly because of this [speed]. Elastic Search and Solr could not compete.' Algolia's RAM-first index approach cited as enabling much faster search-as-you-type than ES/Solr.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-9",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "Competitor (Loop54) claim: customers switch from Algolia because 'Algolia requires a bit of hand-holding and it still doesn't quite seem to get what users are really looking for,' though Algolia has more tooling/knobs.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-10",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/28106237",
    "excerpt": "'Using them for a side project. Very impressed with their developer experience. Their React instant-search plugin is great, and very easy to add. Their documentation is great. Their admin UI is great.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-11",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/32834220",
    "excerpt": "'We're currently A/B testing TypeSense and Algolia, but the pricing model difference alone makes me almost want to skip the whole process and just go with TypeSense. Algolia's price per search model is a little ridiculous for people building UIs with live search.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=22181437",
    "excerpt": "Comparing to Typesense, a user noted 'One of Algolia's strongest features is InstantSearch for vanilla JS, React, Vue, Angular, iOS and Android' as a high bar to match.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=21257529",
    "excerpt": "'If you've ever tried installing ElasticSearch and then switched to Algolia you'll understand how great of a product it is.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-14",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'I definitely love the hn search which is powered by algolia. Fast and instant. I wish it was possible to turn off fuzzy matching in some cases.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-15",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'We're using Algolia (the free version) for all Facebook open source project websites (React, GraphQL, Yarn...) and it's been nothing short of awesome... It has required 0 maintenance, it didn't go down, the api didn't change.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-16",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'Just their typo acceptance alone makes Algolia, imo, the best 3rd party search service available currently.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-17",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "Complaint about relevance: searching 'lipo' on an electronics site, 'the results start out promising... but by the time we get to the end of page 1, only every other result or so is actually relevant... fall off very rapidly into partial gibberish.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-18",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'My only complaint, if I had to make one, is that pricing is a bit steep for our use case but I can't imagine how much time I'd need to spend to get ElasticSearch running comparably.'",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-19",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'Algolia is an amazing service and an absolute joy to use... However, it's easy to exceed their record limits, especially since you need to duplicate your index every time you want to sort by something' — sorting by date/price requires extra slave indexes, quickly multiplying record usage (30K records became 150K).",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-comm-20",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=14514389",
    "excerpt": "'I miss the old HN search. The new one has some nice features, but it's missing basic search engine commands' like boolean OR queries.",
    "fetchedAt": "2026-09-06T22:05:18.087Z"
  },
  {
    "id": "algolia-probe-1",
    "tier": "probe",
    "url": "https://www.algolia.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://www.algolia.com/llms.txt Algolia\n\n> Algolia is a search-and-discovery platform providing hosted APIs for full-text\n> search, AI-powered semantic",
    "fetchedAt": "2026-09-16T20:26:55.624Z"
  },
  {
    "id": "algolia-probe-2",
    "tier": "probe",
    "url": "https://www.algolia.com/doc.md",
    "excerpt": "PROBE docs-md: HTTP 200 at https://www.algolia.com/doc.md > ## Documentation Index\n> Fetch the complete documentation index at: https://www.algolia.com/llms.txt\n> Use this file t",
    "fetchedAt": "2026-09-16T20:26:55.624Z"
  },
  {
    "id": "algolia-probe-3",
    "tier": "probe",
    "url": "https://www.algolia.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://www.algolia.com/openapi.json, https://www.algolia.com/swagger.json, https://www.algolia.com/api/openapi.json, https://www.algolia.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T20:26:55.624Z"
  },
  {
    "id": "algolia-probe-4",
    "tier": "probe",
    "url": "https://github.com/algolia/skills",
    "excerpt": "official MCP server documented at https://github.com/algolia/skills",
    "fetchedAt": "2026-09-16T20:26:55.624Z"
  },
  {
    "id": "algolia-probe-5",
    "tier": "probe",
    "url": "https://www.algolia.com/doc/tools/cli/get-started",
    "excerpt": "official CLI documented at https://www.algolia.com/doc/tools/cli/get-started",
    "fetchedAt": "2026-09-16T20:26:55.624Z"
  }
]