Skip to content
ProductArena

How Algolia’s scores are calculated

The full audit trail, recomputed from the verdict data at build time through the same code that produced the leaderboard: verdict × quality × story weight per cell, cells sum to dimension scores, dimensions blend into the PA Score. Every number on the product page is reproducible from this page alone; for why the formula looks like this, see the methodology.

verdict factors: full ×1.0 · partial ×0.6 · disputed ×0.3 · none ×0.0 · n/a excluded from both sides · cell points = weight × quality × factor · cell max = weight × 10

PA Score31/100

Agent-ready 56.7 × 0.30 = 17.01

API quality 5.1 × 0.20 = 1.02

Openness 12.6 × 0.20 = 2.52

Built-in AI 40.2 × 0.15 = 6.03

Automation 26.3 × 0.15 = 3.94

(17.01 + 1.02 + 2.52 + 6.03 + 3.94) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 30.53 ÷ 1.00 = 30.5

Scores are stored to 1 decimal; the product page’s pills round to whole numbers for display. Each dimension below shows the stories, verdicts, and cited evidence behind its number.

Agent-ready56.7/100×0.30 of the PA blend

Outside-in: can YOUR agent reach and drive this product — API, MCP, CLI, headless runs, agent docs.

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

  • [probe] https://www.algolia.com/llms.txt“PROBE llms.txt: HTTP 200 at https://www.algolia.com/llms.txt Algolia > Algolia is a search-and-discovery platform providing hosted APIs for full-text > search, AI-powered semantic”
  • [probe] https://www.algolia.com/doc.md“PROBE docs-md: HTTP 200 at https://www.algolia.com/doc.md > ## Documentation Index > Fetch the complete documentation index at: https://www.algolia.com/llms.txt > Use this file t”
  • [claimed-docs] https://www.algolia.com/doc/guides/get-started/quickstart“Are you building with AI agents? To prepare your agent to work with Algolia, see Build with AI.”
  • [claimed-docs] https://github.com/algolia/skills“Agent skills for managing Algolia search, analytics, recommendations, and index configuration.”
  • [claimed-docs] https://github.com/algolia/skills“`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server”
  • [claimed-docs] https://www.algolia.com/llms.txt“The algolia.com website content is indexed in Algolia and can be queried directly.”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia’s APIs from your terminal. It’s great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“Add these headers to authenticate requests: * `x-algolia-application-id`. Your Algolia application ID. * `x-algolia-api-key`.”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“To guarantee high availability, implement a retry strategy for all API requests using the URLs of your servers as fallbacks”
  • [claimed-docs] https://www.algolia.com/llms.txt“Official clients for JavaScript, Python, PHP, Ruby, Go, Java, Swift, Kotlin, .NET”
  • [claimed-docs] https://www.algolia.com/doc/api-reference/“The official API clients are covered by Algolia’s Service Level Agreement”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“Algolia keeps the schedule, the retries, and the transformations. Configure them in the Algolia dashboard without deploying code.”
  • [probe] https://www.algolia.com/doc/tools/cli/get-started“official CLI documented at https://www.algolia.com/doc/tools/cli/get-started”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

  • [claimed-docs] https://github.com/algolia/skills“`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“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.”
  • [claimed-docs] https://www.algolia.com/doc“MCP Server”
  • [probe] https://github.com/algolia/skills“official MCP server documented at https://github.com/algolia/skills”

Connect an agent via an official MCP serverweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

  • [claimed-docs] https://github.com/algolia/skills“`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server”
  • [claimed-docs] https://github.com/algolia/skills“Agent skills for managing Algolia search, analytics, recommendations, and index configuration.”
  • [claimed-docs] https://www.algolia.com/doc“MCP Server”
  • [probe] https://github.com/algolia/skills“official MCP server documented at https://github.com/algolia/skills”

Use an official CLIweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“Authenticate the CLI with your Algolia account. This opens your browser so you can sign in or create a new account:”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“algolia application list # list your applications algolia application select # pick the current one interactively”
  • [claimed-docs] https://github.com/algolia/skills“`algolia-cli` Manage indices, settings, rules, and synonyms via the Algolia CLI”
  • [probe] https://www.algolia.com/doc/tools/cli/get-started“official CLI documented at https://www.algolia.com/doc/tools/cli/get-started”

Drive the product through a documented public APIweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“Add these headers to authenticate requests: * `x-algolia-application-id`. Your Algolia application ID. * `x-algolia-api-key`.”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“To guarantee high availability, implement a retry strategy for all API requests using the URLs of your servers as fallbacks”
  • [claimed-docs] https://www.algolia.com/llms.txt“Official clients for JavaScript, Python, PHP, Ruby, Go, Java, Swift, Kotlin, .NET”
  • [claimed-docs] https://www.algolia.com/doc/api-reference/“The official API clients are covered by Algolia’s Service Level Agreement”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia’s APIs from your terminal. It’s great for interactive commands, scripts, and continuous integration workflows.”
  • [probe] https://www.algolia.com/openapi.json“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)”
  • [probe] https://www.algolia.com/doc/tools/cli/get-started“official CLI documented at https://www.algolia.com/doc/tools/cli/get-started”

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“Add these headers to authenticate requests: * `x-algolia-application-id`. Your Algolia application ID. * `x-algolia-api-key`.”
  • [claimed-docs] https://github.com/algolia/skills“`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server”
  • [claimed-docs] https://www.algolia.com/doc“MCP Server”

Build against official SDKsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

  • [claimed-docs] https://www.algolia.com/llms.txt“Official clients for JavaScript, Python, PHP, Ruby, Go, Java, Swift, Kotlin, .NET”
  • [claimed-docs] https://www.algolia.com/doc/api-reference/“The official API clients are covered by Algolia’s Service Level Agreement”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [community] https://hn.algolia.com/api/v1/items/28106237“'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.'”
  • [community] https://news.ycombinator.com/item?id=22181437“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/get-started/quickstart“Are you building with AI agents? To prepare your agent to work with Algolia, see Build with AI.”

Subscribe to events via webhooksweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Agent-ready = 119.0 ÷ 210 × 100 = 56.7

API quality5.1/100×0.20 of the PA blend

The programmable surface once an agent is there — machine-readable spec, interactive docs, sandbox, versioning discipline.

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“Add these headers to authenticate requests: * `x-algolia-application-id`. Your Algolia application ID. * `x-algolia-api-key`.”
  • [claimed-docs] https://www.algolia.com/doc/api-reference/“The official API clients are covered by Algolia’s Service Level Agreement”
  • [probe] https://www.algolia.com/openapi.json“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)”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://www.algolia.com/openapi.json“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)”
  • [probe] https://www.algolia.com/llms.txt“PROBE llms.txt: HTTP 200 at https://www.algolia.com/llms.txt Algolia > Algolia is a search-and-discovery platform providing hosted APIs for full-text > search, AI-powered semantic”
  • [probe] https://www.algolia.com/doc.md“PROBE docs-md: HTTP 200 at https://www.algolia.com/doc.md > ## Documentation Index > Fetch the complete documentation index at: https://www.algolia.com/llms.txt > Use this file t”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 3 (quality) × 0.6 (partial) = 3.6 of 20 max

  • [claimed-docs] https://github.com/algolia/skills“`algolia-migration` Migrate API client code to the latest major version (JS, Python, Go, PHP, Java, C#, Ruby, Kotlin, Scala, Swift)”
  • [claimed-docs] https://github.com/algolia/skills“Migrate API client code to the latest major version (JS, Python, Go, PHP, Java, C#, Ruby, Kotlin, Scala, Swift)”
  • [claimed-docs] https://www.algolia.com/doc/api-reference/“The official API clients are covered by Algolia’s Service Level Agreement”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“To guarantee high availability, implement a retry strategy for all API requests using the URLs of your servers as fallbacks”

API quality = 3.6 ÷ 70 × 100 = 5.1

Openness12.6/100×0.20 of the PA blend

Can you leave, inspect, or self-host — data export, open source, portability.

Do everything through the API that I can do in the UIweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia’s APIs from your terminal. It’s great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“Add these headers to authenticate requests: * `x-algolia-application-id`. Your Algolia application ID. * `x-algolia-api-key`.”
  • [claimed-docs] https://www.algolia.com/doc/guides/managing-results/relevance-overview“Use [**rules**](/doc/guides/managing-results/rules/rules-overview) to override relevance in some situations. For example, for seasonal product promotions.”
  • [claimed-docs] https://www.algolia.com/llms.txt“Merchandising Studio - Visual tools for curating, pinning, and boosting search results”
  • [claimed-docs] https://www.algolia.com/llms.txt“Visual tools for curating, pinning, and boosting search results”
  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“You can export and download your analytics data as CSV or XLSX files.”
  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“To compare the performance of your metrics between different periods, click **Comparison mode** and select the date ranges you want to compare.”
  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“Algolia keeps the schedule, the retries, and the transformations. Configure them in the Algolia dashboard without deploying code.”
  • [probe] https://www.algolia.com/openapi.json“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)”

Export all of my data in open formats and leaveweight 3

3 (weight) × 3 (quality) × 0.6 (partial) = 5.4 of 30 max

  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“You can export and download your analytics data as CSV or XLSX files.”
  • [claimed-docs] https://www.algolia.com/doc/guides/search-analytics/overview“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data/“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.”

Read the product's source under an open licenseweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [community] https://hn.algolia.com/api/v1/items/28106237“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.”
  • [community] https://hn.algolia.com/api/v1/items/28106237“'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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/building-search-ui/what-is-instantsearch/js“InstantSearch.js is an open source UI library for vanilla JS that lets you build a search interface in your frontend app.”

Self-host the core productweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

  • [community] https://hn.algolia.com/api/v1/items/28106237“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.”
  • [community] https://hn.algolia.com/api/v1/items/28106237“'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.”
  • [probe] https://www.algolia.com/llms.txt“PROBE llms.txt: HTTP 200 at https://www.algolia.com/llms.txt Algolia > Algolia is a search-and-discovery platform providing hosted APIs for full-text > search, AI-powered semantic”

Openness = 12.6 ÷ 100 × 100 = 12.6

Built-in AI40.2/100×0.15 of the PA blend

Inside-out: how agentic the product itself is for its users — built-in assistants, autonomous features.

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: **Shopping assistants** that answer product questions and recommend items.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: * **Shopping assistants** that answer product questions and recommend items. * **Content summarizers**... * **Conversational search** for natural language queries.”
  • [claimed-docs] https://www.algolia.com/llms.txt“Recommend - ML-based product recommendations (frequently bought together, related items, trending)”
  • [claimed-docs] https://www.algolia.com/llms.txt“Personalization - User-level affinity profiles for personalized ranking”
  • [claimed-docs] https://www.algolia.com/llms.txt“AI Search (NeuralSearch) - Hybrid keyword + vector semantic search”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Completions are cached by default to minimize your LLM provider token costs.”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“Algolia keeps the schedule, the retries, and the transformations. Configure them in the Algolia dashboard without deploying code.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: * **Shopping assistants** that answer product questions and recommend items. * **Content summarizers**... * **Conversational search** for natural language queries.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“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.”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: **Shopping assistants** that answer product questions and recommend items.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: * **Shopping assistants** that answer product questions and recommend items. * **Content summarizers**... * **Conversational search** for natural language queries.”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Completions are cached by default to minimize your LLM provider token costs.”

Operate the product with natural-language commandsweight 2

2 (weight) × 7 (quality) × 0.6 (partial) = 8.4 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“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.”
  • [claimed-docs] https://github.com/algolia/skills“`algolia-mcp` Search, analytics, and recommendations via the Algolia MCP server”
  • [claimed-docs] https://www.algolia.com/doc/guides/algolia-ai/agent-studio“Agent Studio lets you create: * **Shopping assistants** that answer product questions and recommend items. * **Content summarizers**... * **Conversational search** for natural language queries.”
  • [claimed-docs] https://github.com/algolia/skills“`algolia-cli` Manage indices, settings, rules, and synonyms via the Algolia CLI”
  • [claimed-docs] https://www.algolia.com/doc“MCP Server”
  • [claimed-docs] https://www.algolia.com/doc/guides/get-started/quickstart“Are you building with AI agents? To prepare your agent to work with Algolia, see Build with AI.”
  • [probe] https://github.com/algolia/skills“official MCP server documented at https://github.com/algolia/skills”

Built-in AI = 36.2 ÷ 90 × 100 = 40.2

Automation26.3/100×0.15 of the PA blend

Depth of automation primitives — rules, scheduling, bulk operations, webhooks.

Perform bulk operations across many items at onceweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/rest-api/search“The Algolia Search API lets you search, configure, and manage your indices and records”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia's APIs from your terminal. It's great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/tools/cli/get-started“The Algolia CLI lets you work with Algolia’s APIs from your terminal. It’s great for interactive commands, scripts, and continuous integration workflows.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“If your data is in one of these platforms, use an integration: Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“If your data is in one of these platforms, use an [integration](/doc/integration): Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“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.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“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.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

  • [claimed-docs] https://www.algolia.com/doc/guides/managing-results/relevance-overview“Use rules to override relevance in some situations. For example, for seasonal product promotions.”
  • [claimed-docs] https://www.algolia.com/doc/guides/managing-results/relevance-overview“Use **rules** to override relevance in some situations. For example, for seasonal product promotions.”
  • [claimed-docs] https://www.algolia.com/doc/guides/managing-results/relevance-overview“Use [**rules**](/doc/guides/managing-results/rules/rules-overview) to override relevance in some situations. For example, for seasonal product promotions.”
  • [claimed-docs] https://www.algolia.com/doc/guides/managing-results/rules/rules-overview/“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.”

Schedule recurring jobs or workflowsweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“Algolia keeps the schedule, the retries, and the transformations. Configure them in the Algolia dashboard without deploying code.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“If your data is in one of these platforms, use an [integration](/doc/integration): Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.”
  • [claimed-docs] https://www.algolia.com/doc/guides/sending-and-managing-data/send-and-update-your-data“If your data is in one of these platforms, use an integration: Shopify, Adobe Commerce, BigCommerce, commercetools, Salesforce B2C Commerce, or Zendesk.”

Version, review, and roll back my automationsweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Automation = 21.0 ÷ 80 × 100 = 26.3