How Attio’s scores are calculated

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://docs.attio.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.attio.com/llms.txt # Attio Docs - [Overview](https://docs.attio.com/docs/overview.md): Start building Attio Apps - [Objects and lists](htt”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file to provide instructions for Claude Code users.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“The App SDK was designed from the ground up to enable AI-assisted development.”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Building an OAuth flow for your app”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL to notify you of these changes.”
• [claimed-docs] https://docs.attio.com“Run SQL queries against your workspace data.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/rate-limiting.md“Rate limit responses always have the HTTP status code `429`. They also always include a `Retry-After` header”
• [claimed-docs] https://docs.attio.com/sdk/guides/making-http-requests.md“Server functions let you make HTTP requests from your app, whether it's to a third-party API, or to the Attio REST API using ATTIO_API_TOKEN”
• [claimed-docs] https://docs.attio.com/sdk/guides/making-http-requests.md“Server functions let you make HTTP requests from your app, whether it's to a third-party API, or to the Attio REST API”

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://docs.attio.com“Manage Attio via AI. Connect Claude, ChatGPT or your AI tool of choice to search, update and manage your Attio workspace.”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”

Connect an agent via an official MCP serverweight 3

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

• [claimed-docs] https://docs.attio.com“Manage Attio via AI. Connect Claude, ChatGPT or your AI tool of choice to search, update and manage your Attio workspace.”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”

Use an official CLIweight 2

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

• [claimed-docs] https://docs.attio.com/sdk/guides/folder-structure-migration.md“attio migrate folder-structure”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file to provide instructions for Claude Code users.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“The App SDK was designed from the ground up to enable AI-assisted development.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“The App SDK was designed from the ground up to enable AI-assisted development. It uses React and TypeScript, tools which LLMs understand well.”
• [claimed-docs] https://docs.attio.com/sdk/overview.md“The Attio App SDK lets you extend Attio with your own functionality. Apps run inside Attio's infrastructure and can surface custom UI directly inside Attio's interface.”

Drive the product through a documented public APIweight 3

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

• [claimed-docs] https://docs.attio.com“This allows developers to build apps that read and write information to and from Attio workspaces. You can also subscribe to events in realtime using webhooks.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL to notify you of these changes.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Some of our endpoints allow specifying `filter` or `sorts` objects as part of the request. These properties can help reduce the size of the result set or get them back in a more appropriate order.”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Building an OAuth flow for your app”
• [claimed-docs] https://docs.attio.com/rest-api/guides/rate-limiting.md“Rate limit responses always have the HTTP status code `429`. They also always include a `Retry-After` header”
• [probe] https://docs.attio.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.attio.com/llms.txt # Attio Docs - [Overview](https://docs.attio.com/docs/overview.md): Start building Attio Apps - [Objects and lists](htt”
• [probe] https://docs.attio.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.attio.com/openapi.json, https://docs.attio.com/swagger.json, https://docs.attio.com/api/openapi.json, https://docs.attio.com/.well-known/openapi.json)”

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://docs.attio.com/rest-api/overview.md“Building an OAuth flow for your app”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”

Build against official SDKsweight 2

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

• [claimed-docs] https://docs.attio.com/sdk/overview.md“The Attio App SDK lets you extend Attio with your own functionality. Apps run inside Attio's infrastructure and can surface custom UI directly inside Attio's interface.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“The App SDK was designed from the ground up to enable AI-assisted development.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“The App SDK was designed from the ground up to enable AI-assisted development. It uses React and TypeScript, tools which LLMs understand well.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file to provide instructions for Claude Code users.”
• [claimed-docs] https://docs.attio.com/sdk/guides/ai.md“Every new app comes bootstrapped with a default AGENTS.md file. We additionally supply a CLAUDE.md file”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Building an OAuth flow for your app”
• [probe] https://docs.attio.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.attio.com/openapi.json, https://docs.attio.com/swagger.json, https://docs.attio.com/api/openapi.json, https://docs.attio.com/.well-known/openapi.json)”

Subscribe to events via webhooksweight 2

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

• [claimed-docs] https://docs.attio.com“This allows developers to build apps that read and write information to and from Attio workspaces. You can also subscribe to events in realtime using webhooks.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL to notify you of these changes.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“We cryptographically sign every webhook request using your webhook secret, and include it as HTTP header called `Attio-Signature`”
• [claimed-docs] https://docs.attio.com/sdk/guides/receiving-http-requests.md“Webhook handlers enable apps to receive incoming requests from third-party services... making them essential for integrating external systems and automating workflows.”
• [claimed-docs] https://docs.attio.com/sdk/guides/receiving-http-requests.md“Webhook handlers enable apps to receive incoming requests from third-party services.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL”

Explore an interactive API reference with runnable examplesweight 2

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

• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Building an OAuth flow for your app”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Some of our endpoints allow specifying `filter` or `sorts` objects as part of the request. These properties can help reduce the size of the result set or get them back in a more appropriate order.”
• [probe] https://docs.attio.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.attio.com/openapi.json, https://docs.attio.com/swagger.json, https://docs.attio.com/api/openapi.json, https://docs.attio.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://docs.attio.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.attio.com/openapi.json, https://docs.attio.com/swagger.json, https://docs.attio.com/api/openapi.json, https://docs.attio.com/.well-known/openapi.json)”
• [claimed-docs] https://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”

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

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

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://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”
• [claimed-docs] https://docs.attio.com“This allows developers to build apps that read and write information to and from Attio workspaces. You can also subscribe to events in realtime using webhooks.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Some of our endpoints allow specifying `filter` or `sorts` objects as part of the request. These properties can help reduce the size of the result set or get them back in a more appropriate order.”
• [claimed-docs] https://docs.attio.com“Manage Attio via AI. Connect Claude, ChatGPT or your AI tool of choice to search, update and manage your Attio workspace.”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”
• [claimed-docs] https://attio.com/platform/ai“A team of agents on every deal. Qualifying, enriching, researching, and moving to close.”
• [claimed-docs] https://attio.com/platform/ai“AI records, transcribes, and logs every call as you speak.”
• [claimed-docs] https://attio.com/platform/reporting“Analyze live data any way you like, from line charts and bar graphs to geospatial mapping.”
• [probe] https://docs.attio.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.attio.com/openapi.json, https://docs.attio.com/swagger.json, https://docs.attio.com/api/openapi.json, https://docs.attio.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://docs.attio.com/rest-api/overview.md“Attio provides a public REST API which exchanges JSON over HTTPS.”
• [claimed-docs] https://docs.attio.com/docs/objects-and-lists.md“At the core of Attio is our powerful and flexible data model, which allows you to define custom objects and lists with a wide array of attribute types.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Some of our endpoints allow specifying `filter` or `sorts` objects as part of the request. These properties can help reduce the size of the result set or get them back in a more appropriate order.”

Read the product's source under an open licenseweight 2

n/a — not applicable to this product: excluded from numerator and denominator

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

Self-host the core productweight 3

n/a — not applicable to this product: excluded from numerator and denominator

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

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://attio.com/platform/ai“Search, update, and create with AI.”
• [claimed-docs] https://attio.com/platform/ai“Draft follow-ups, update records, schedule next steps, create account briefs. Instantly, not eventually.”
• [claimed-docs] https://attio.com/platform/ai“AI records, transcribes, and logs every call as you speak.”
• [claimed-docs] https://attio.com/platform/ai“AI picks up buying signals, blockers, or requests during the call, not days later.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio to build workflows for you just by describing the goal.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio. Search, update, and create with AI.”
• [claimed-docs] https://attio.com/platform/reporting“Ask Attio for live data from every conversation in your pipeline.”
• [claimed-docs] https://attio.com/platform/ai“A team of agents on every deal. Qualifying, enriching, researching, and moving to close.”
• [claimed-docs] https://attio.com/platform/workflows“Finds your next best customers before you have to ask.”
• [claimed-docs] https://attio.com/platform/workflows“Web Agent Researches accounts for the latest on the web.”
• [claimed-docs] https://attio.com/platform/workflows“Routing Agent Routes every lead to the right rep or channel.”
• [claimed-docs] https://attio.com/platform/workflows“Web Agent / Researches accounts for the latest on the web. ... Scoring Agent / Assigns fit to leads based on your ICP criteria. ... Routing Agent / Routes every lead to the right rep or channel.”
• [claimed-docs] https://attio.com/platform/workflows“Reviews every call from your reps and flags the coaching moments.”

Set up automations that run autonomously in the backgroundweight 2

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

• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Attio Workflows is a visual automation builder that lets workspace members define sequences of automated actions... Each step in that sequence is called a *block*”
• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created Trigger when a new deal record is created.”
• [claimed-docs] https://attio.com/platform/workflows“Routing Agent Routes every lead to the right rep or channel.”
• [claimed-docs] https://attio.com/platform/workflows“Web Agent Researches accounts for the latest on the web.”
• [claimed-docs] https://attio.com/platform/workflows“Web Agent / Researches accounts for the latest on the web. ... Scoring Agent / Assigns fit to leads based on your ICP criteria. ... Routing Agent / Routes every lead to the right rep or channel.”
• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created ... Web Agent Enrich the record with web research. ... Custom Agent Score the lead and route to the right AE.”
• [claimed-docs] https://attio.com/platform/ai“A team of agents on every deal. Qualifying, enriching, researching, and moving to close.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio to build workflows for you just by describing the goal.”
• [claimed-docs] https://docs.attio.com/sdk/overview.md“Add custom triggers and steps to the Attio Workflows builder: subscribe to external events or call external APIs as part of a workflow run.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Build custom triggers and steps that show up inside Attio Workflows”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL”

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

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://attio.com/platform/ai“Search, update, and create with AI.”
• [claimed-docs] https://attio.com/platform/ai“Draft follow-ups, update records, schedule next steps, create account briefs. Instantly, not eventually.”
• [claimed-docs] https://attio.com/platform/ai“AI records, transcribes, and logs every call as you speak.”
• [claimed-docs] https://attio.com/platform/ai“AI picks up buying signals, blockers, or requests during the call, not days later.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio to build workflows for you just by describing the goal.”

Operate the product with natural-language commandsweight 2

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

• [claimed-docs] https://docs.attio.com“Manage Attio via AI. Connect Claude, ChatGPT or your AI tool of choice to search, update and manage your Attio workspace.”
• [claimed-docs] https://attio.com/platform/ai“Search, update, and create with AI.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio to build workflows for you just by describing the goal.”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio. Search, update, and create with AI.”
• [probe] https://attio.com/mcp“official MCP server documented at https://attio.com/mcp”

Perform bulk operations across many items at onceweight 2

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

• [claimed-docs] https://docs.attio.com/sdk/extensions/bulk-record-action.md“Bulk record actions are rendered when multiple record rows are selected in Attio.”
• [claimed-docs] https://docs.attio.com/sdk/extensions/bulk-record-action.md“Add a bulk action for records selected in a list”
• [claimed-docs] https://docs.attio.com/sdk/extensions/object-action.md“Use them for object-level work like imports, syncs, or opening object-wide views.”
• [claimed-docs] https://docs.attio.com/sdk/extensions/object-action.md“Object actions are actions your app can take on an object... Use them for object-level work like imports, syncs, or opening object-wide views.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Some of our endpoints allow specifying `filter` or `sorts` objects as part of the request. These properties can help reduce the size of the result set or get them back in a more appropriate order.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/filtering-and-sorting.md“Attio supports two distinct formats for filtering. There is the verbose format, which supports a wider variety of operators and conditions, and a shorthand format”
• [claimed-docs] https://docs.attio.com/rest-api/guides/rate-limiting.md“Rate limit responses always have the HTTP status code `429`. They also always include a `Retry-After` header”

Define rules that trigger actions automatically on eventsweight 3

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

• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created Trigger when a new deal record is created.”
• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created / Trigger when a new deal record is created.”
• [claimed-docs] https://attio.com/platform/workflows“Web Agent / Researches accounts for the latest on the web. ... Scoring Agent / Assigns fit to leads based on your ICP criteria. ... Routing Agent / Routes every lead to the right rep or channel.”
• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created ... Web Agent Enrich the record with web research. ... Custom Agent Score the lead and route to the right AE.”
• [claimed-docs] https://docs.attio.com/sdk/overview.md“Add custom triggers and steps to the Attio Workflows builder: subscribe to external events or call external APIs as part of a workflow run.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder... workspace members can drag them into any workflow and configure them without writing code.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Build custom triggers and steps that show up inside Attio Workflows”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Attio Workflows is a visual automation builder that lets workspace members define sequences of automated actions... Each step in that sequence is called a *block*”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL to notify you of these changes.”
• [claimed-docs] https://docs.attio.com/rest-api/guides/webhooks.md“Webhooks allow you to subscribe to changes that happen in Attio and then receive real-time HTTP requests to a chosen target URL”

Schedule recurring jobs or workflowsweight 2

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

• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created Trigger when a new deal record is created.”
• [claimed-docs] https://attio.com/platform/workflows“When a new deal is created / Trigger when a new deal record is created.”
• [claimed-docs] https://docs.attio.com/sdk/overview.md“Add custom triggers and steps to the Attio Workflows builder: subscribe to external events or call external APIs as part of a workflow run.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder... workspace members can drag them into any workflow and configure them without writing code.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Attio Workflows is a visual automation builder that lets workspace members define sequences of automated actions... Each step in that sequence is called a *block*”

Version, review, and roll back my automationsweight 1

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

• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Attio Workflows is a visual automation builder that lets workspace members define sequences of automated actions... Each step in that sequence is called a *block*”
• [claimed-docs] https://attio.com/platform/ai“Ask Attio to build workflows for you just by describing the goal.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder... workspace members can drag them into any workflow and configure them without writing code.”
• [claimed-docs] https://docs.attio.com/sdk/workflow-blocks/overview.md“Workflow blocks let your app contribute custom blocks to the Workflows builder.”