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Rank #4 of 4 in CRM

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Attio Ltd. · commercial

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Attio homepage screenshot
homepage · captured Sep 2026 · view live ↗
Attio docs screenshot
docs · captured Sep 2026 · view live ↗

Verified integrations

Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.

By theme — the product's score on each story themeBy theme

Agenticness — how well agents can access and operate the productAgenticnessevidence →

How well agents can access and operate the product

38.1/100

Automation depth — how much of the product can run unattendedAutomation depthevidence →

How much of the product can run unattended

41.3/100

Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflowsevidence →

Building automations — triggers, actions, branching, scheduling

36.0/100

Contacts companies — stories about contacts companies in this arenaContacts companiesevidence →

Stories about contacts companies in this arena

40.8/100

Customization — bending the product to your needs — settings, theming, extension pointsCustomizationevidence →

Bending the product to your needs — settings, theming, extension points

62.4/100

Email sync — stories about email sync in this arenaEmail syncevidence →

Stories about email sync in this arena

0.0/100

Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrationsevidence →

Connecting to other tools — breadth and depth of built-in integrations

21.6/100

Onboarding migration — stories about onboarding migration in this arenaOnboarding migrationevidence →

Stories about onboarding migration in this arena

19.7/100

Openness — open source, data portability, and self-hosting storiesOpennessevidence →

Open source, data portability, and self-hosting stories

25.2/100

Pipeline management — stories about pipeline management in this arenaPipeline managementevidence →

Stories about pipeline management in this arena

42.6/100

Privacy posture — data-handling and privacy storiesPrivacy postureevidence →

Data-handling and privacy stories

0.0/100

Reporting insights — stories about reporting insights in this arenaReporting insightsevidence →

Stories about reporting insights in this arena

74.0/100

Story verdicts — every judged story with its evidenceStory verdicts

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Sorted by importance (agentic first) (high → low) · 51/51 stories · click a row’s chevron for the rationale and evidence

Connect an agent via an official MCP server G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full8/10T

Drive the product through a documented public API G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full8/10T

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness3partial6/10C

Plug MCP servers into this product so it can use their tools G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3none0/10

Point an agent at llms.txt or agent-oriented docs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full9/10T

Operate the product with natural-language commands G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full8/10T

Subscribe to events via webhooks G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full8/10C

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full7/10C

Set up automations that run autonomously in the background G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10C

Run the product headlessly / in CI for automation G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial5/10T

Build against official SDKs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial4/10T

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

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Explore an interactive API reference with runnable examples G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Issue scoped/least-privilege API credentials for an agent G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Rely on versioned APIs with a documented deprecation policy G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Use an official CLI G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Test against a sandbox environment without touching production data G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness1noneuntestednone yet

Manage contacts and companies as linked records with a full activity timeline on each C

Record management

ops userContacts companies — stories about contacts companies in this arenaContacts companies3full8/10C

Model custom objects with fields and relationships beyond the built-in contacts, companies, and deals C

Data model

developerCustomization — bending the product to your needs — settings, theming, extension pointsCustomization3full8/10C

Build reports and dashboards on pipeline, activity, and conversion without exporting to a spreadsheet C

Reporting

founderReporting insights — stories about reporting insights in this arenaReporting insights3full7/10C

Define rules that trigger actions automatically on events G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth3full7/10C

Track deals on a visual pipeline with customizable stages and drag-and-drop updates C

Deals

founderPipeline management — stories about pipeline management in this arenaPipeline management3full7/10C

Build trigger-based workflows that update records, create tasks, and send notifications automatically C

Workflows

ops userAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows3partial6/10C

Have an agent enrich a new lead end-to-end via the API or MCP server — creating the record, filling company data, and assigning an owner C

Ai crm ops

ai-native userContacts companies — stories about contacts companies in this arenaContacts companies3partial6/10T

Have an agent update deal stages and next steps from email and meeting signals via the API or MCP server C

Ai crm ops

ai-native userPipeline management — stories about pipeline management in this arenaPipeline management3partial6/10T

Sync records bidirectionally through the API at scale, with documented rate limits, upserts, and change detection G

Api depth

developerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations3partial6/10C

Export all of my data in open formats and leave G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3partial3/10C

Import my spreadsheet of contacts and deals with field mapping and validation, without losing rows silently G

Imports

founderOnboarding migration — stories about onboarding migration in this arenaOnboarding migration3partial3/10C

Connect Gmail or Outlook so emails sync two-way and log automatically to the right records C

Email

ops userEmail sync — stories about email sync in this arenaEmail sync3noneuntestednone yet

Prevent my data from being used to train AI models G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture3noneuntestednone yet

Self-host the core product G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3n/auntestednone yet

Have an agent compile an account brief — open deals, recent emails, and history — from CRM data via the API or MCP server before a meeting C

Ai crm ops

ai-native userReporting insights — stories about reporting insights in this arenaReporting insights2full8/10T

Add custom fields and build filtered, sorted, and shared views without an admin project C

Data model

ops userCustomization — bending the product to your needs — settings, theming, extension pointsCustomization2partial6/10C

Do everything through the API that I can do in the UI G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2partial6/10T

Route new leads to the right owner automatically with assignment rules or round-robin C

Workflows

ops userAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2partial6/10C

Have contact and company records auto-enriched with firmographic and contact data C

Data quality

ops userContacts companies — stories about contacts companies in this arenaContacts companies2partial5/10C

Perform bulk operations across many items at once G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial5/10T

Run multiple pipelines with different stage sets for different products or motions C

Deals

ops userPipeline management — stories about pipeline management in this arenaPipeline management2partial5/10C

Schedule recurring jobs or workflows G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial5/10C

Forecast revenue from pipeline value, stage probabilities, and close dates C

Forecasting

founderPipeline management — stories about pipeline management in this arenaPipeline management2partial4/10C

Migrate from another CRM with my records, owners, and history intact C

Imports

ops userOnboarding migration — stories about onboarding migration in this arenaOnboarding migration2partial4/10C

Go from signup to a working pipeline with my real data in under an hour, without an implementation partner C

Time to value

founderOnboarding migration — stories about onboarding migration in this arenaOnboarding migration2partial3/10C

Install prebuilt integrations (Slack, support desk, marketing, data warehouse) from an app marketplace C

Ecosystem

ops userIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2none0/10

Choose where my data is stored (region/residency) G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Control data retention and deletion G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Detect duplicate contacts or companies and merge them without losing data C

Data quality

ops userContacts companies — stories about contacts companies in this arenaContacts companies2noneuntestednone yet

Opt out of telemetry and usage tracking G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Read the product's source under an open license G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2n/auntestednone yet

Send templated emails or multi-step sequences to prospects from inside the CRM C

Outreach

ops userEmail sync — stories about email sync in this arenaEmail sync2noneuntestednone yet

Sync my calendar so meetings appear on contact and deal timelines C

Email

ops userEmail sync — stories about email sync in this arenaEmail sync2noneuntestednone yet

Version, review, and roll back my automations G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth1noneuntestednone yet

Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 37 stories with headroom

What would move Attio’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.

  1. Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools

    nonemoves agent-readyimpact 45

    Evidence shows Attio ships its own MCP server so external AI tools (Claude, ChatGPT) can connect to and control Attio (attio-docs-3, attio-probe-3), but this is the reverse of the story — there is no evidence Attio itself can plug in and consume external MCP servers' tools.

  2. Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models

    nonemoves PA Scoreimpact 30

    No evidence in the pack addresses AI-training data usage, opt-out controls, or any privacy policy statement about model training on customer data; this is an applicable privacy-posture axis for an AI-native CRM but no supporting documentation exists in the evidence pack.

  3. Email sync — stories about email sync in this arenaConnect Gmail or Outlook so emails sync two-way and log automatically to the right records

    nonemoves PA Scoreimpact 30

    Evidence pack shows general contact syncing/enrichment claims and API/webhook infrastructure, but no mention of Gmail or Outlook two-way email sync or automatic email logging to records anywhere in the docs or probes.

  4. Agenticness — how well agents can access and operate the productUse an official CLI

    nonemoves agent-readyimpact 30

    Attio is a CRM SaaS platform whose ecosystem could plausibly ship an official CLI, but the evidence pack contains no mention of a CLI tool anywhere—only REST API, webhooks, SQL query access, and an MCP server for AI assistants.

  5. Agenticness — how well agents can access and operate the productIssue scoped/least-privilege API credentials for an agent

    nonemoves agent-readyimpact 30

    Attio documents a general OAuth flow for third-party apps (attio-docs-7) and an MCP server for AI tools (attio-probe-3), but there is no evidence of granular, least-privilege scopes or agent-specific API credential issuance — no mention of scope lists, permission levels, or restricting an API key/token to specific objects/actions for an AI agent.

  6. Agenticness — how well agents can access and operate the productExplore an interactive API reference with runnable examples

    nonemoves API qualityimpact 30

    The docs describe REST API concepts (filtering, webhooks, rate limits, OAuth) but there is no mention of an interactive API reference or runnable/try-it examples, and a probe found no discoverable OpenAPI spec at any standard path, suggesting no such interactive console exists.

  7. Agenticness — how well agents can access and operate the productDownload a machine-readable API spec (OpenAPI or equivalent)

    nonemoves API qualityimpact 30

    Direct probes for OpenAPI/Swagger spec files at Attio's docs domain all returned 404, and no evidence pack item references a downloadable machine-readable API spec despite extensive REST API documentation.

  8. Agenticness — how well agents can access and operate the productRely on versioned APIs with a documented deprecation policy

    nonemoves API qualityimpact 30

    No evidence of API versioning scheme or a documented deprecation policy; the docs cover REST API features (filtering, webhooks, rate limits, OAuth) but nothing about version numbers, changelogs, or deprecation timelines.

Showing the top 8 of 37 — every none/partial verdict in the story verdicts table is headroom.

Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.

Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map9 surfaces · 32 covered stories

Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.

Platform docs21 stories

Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence

3 of 20 testable claims verified · 3 contradictedintegrity 0/100

39 distinct capability claims found in Attio’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.

3

Verified

14

Unverified

3

Contradicted

15

Undersold

Verified (6)
Unverified (39)
Contradicted (3)
Undersold (15)
Claims outside our story set (1)

Real capability claims found in Attio’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.

  • Run SQL queries directly against workspace data

    source ↗
Suggest a story for these →

Business model

free-tiersubscription-per-seatenterprise-custom

Free plan for very small teams; Plus, Pro, and Enterprise tiers are per-user per month, with AI and workflow credits scaling by tier.

pricing ↗

Score trend

How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.

PA Score28 (Sep 4 '26)33 (Sep 4 '26)
Agent-ready48 (Sep 4 '26)44 (Sep 4 '26)

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For agents

Data

Agent surface uptime llms.txt 100% (30d, checked every 6h since Sep 8 '26)