Agent readiness report
attio.com
attio.com84/ 100
BGood- Rank
- #5 of 27
- Last 7 days
- New
- Scanned
- Oct 14, 2026
The site is strongest in discovery, with developer resources and the brand name discoverable, but misses ARD discovery and Idempotency-Key support.
Where the score comes from
- /01Discovery18/ 20Can an agent find you?
- /02Access26/ 30Can an agent read you?
- /03Usability32/ 40Can an agent work with you?
- /04PaymentsNo check appliedCan an agent pay you?
Every check
Each check the scan ran, by layer. Checks it couldn’t check are listed too; they are left out of the score.
- Checks passed
- 34
- Checks to fix
- 35
- Not in the score
- 56
/01Discovery18 / 202 Failed4 Passed
- FailedARD discovery0 / 1
- FailedWikipedia / Wikidata entity presence0 / 4
- PassedDeveloper resource discoverability3 / 3
- PassedBrand name discoverability3 / 3
- Passedrobots.txt AI crawler policy2 / 2
- PassedNPM/PyPI SDK package1 / 1
9 checks not in the score
- FailedRegistry brandingNot counted
- Couldn’t checkCategory share of voiceNot counted
- Couldn’t checkListed in MCP registriesNot counted
- Couldn’t checkAgent platform configsNot counted
- Couldn’t checkAgent Plugins manifestNot counted
- Couldn’t checkChatGPT app listedNot counted
- Not applicableAI Catalog discoveryNot counted
- Not applicableARD entry validityNot counted
- Not applicableARD trust manifestNot counted
/02Access26 / 305 Failed5 Partly17 Passed
- FailedAgent discovery file0 / 2
- FailedHTTP Link headers (RFC 8288)0 / 1
- FailedSchema type breadth0 / 2
- FailedAPI catalog (RFC 9727)0 / 2
- FailedMarkdown content negotiation (acceptmarkdown.com)0 / 1
- PartlyContent without JavaScript2 / 3
- PartlySitemap freshness (lastmod)0 / 1
- PartlyMetadata completeness1 / 2
- PartlyOrganization schema completeness1 / 2
- PartlyTrust anchor pages1 / 2
- PassedSitemap exists2 / 2
- PassedNot blocked by bot detection2 / 2
- PassedA2A / agent-card2 / 2
- PassedMCP well-known discovery2 / 2
- Passedrobots.txt agent-user policy2 / 2
- Passedllms.txt exists1 / 1
- Passedllms.txt formatting2 / 2
- PassedJSON-LD structured data4 / 4
- PassedPricing info accessible3 / 3
- PassedPublic API/docs linked from homepage3 / 3
- PassedJSON-LD entity linking (sameAs)2 / 2
- Passedllms.txt links resolve2 / 2
- PassedRedirect hygiene1 / 1
- PassedPage token budget1 / 1
- PassedOpenAPI spec published7 / 7
- PassedDeveloper portal6 / 6
- PassedAgent crawler reachability2 / 2
15 checks not in the score
- FailedListed on skills.shNot counted
- FailedNLWeb Schema FeedsNot counted
- FailedAgent mode viewNot counted
- FailedMarkdown URL fallbackNot counted
- FailedModular llms.txt per product areaNot counted
- FailedSkills.sh skill qualityNot counted
- FailedMarkdown alternate linkNot counted
- FailedMarkdown frontmatter metadataNot counted
- FailedBot-UA markdown servingNot counted
- Passedpricing.md existsNot counted
- PassedCode fence validityNot counted
- PassedMarkdown agent docsNot counted
- Couldn’t checkAgent instruction / when-to-useNot counted
- Couldn’t checkContent behind authNot counted
- Not applicableAgent Skills index conformance (v0.2.0)Not counted
/03Usability32 / 409 Failed8 Partly13 Passed
- Failedauth.md exists0 / 2
- Failedauth.md structure0 / 2
- FailedAgent auth WWW-Authenticate hint0 / 1
- Failedagent_auth endpoints reachable0 / 2
- FailedRate limit response headers0 / 2
- FailedIdempotency-Key support0 / 3
- FailedREST typed error model0 / 3
- FailedSandbox / test environment0 / 2
- FailedREST batch / bulk endpoint0 / 2
- PartlyAgent onboarding friction1 / 2
- PartlyAgent auth discovery metadata1 / 3
- PartlyMCP server / manifest5 / 6
- PartlyREST versioning / deprecation policy2 / 3
- PartlyREST async-job pattern1 / 2
- PartlyAgent-friendly 404s1 / 2
- PartlyAPI schema complexity analysis1 / 2
- PartlyFunction calling compatibility1 / 2
- PassedPublic API with reachable endpoints7 / 7
- PassedOAuth 2.0 support5 / 5
- PassedScoped permissions5 / 5
- PassedMCP auth mechanism2 / 2
- PassedMCP OAuth metadata2 / 2
- PassedMCP PKCE S256 support2 / 2
- PassedOAuth Protected Resource metadata (RFC 9728)2 / 2
- PassedWebMCP support5 / 5
- PassedJSON error responses4 / 4
- PassedCLI tool available3 / 3
- PassedMCP server-card.json2 / 2
- PassedAccessible document structure3 / 3
- PassedAccessible names on controls2 / 2
32 checks not in the score
- FailedWeb Bot Auth directoryNot counted
- FailedNLWeb /ask endpointNot counted
- FailedNLWeb streaming supportNot counted
- Couldn’t checkMCP tool descriptionsNot counted
- Couldn’t checkMCP parameter schemasNot counted
- Couldn’t checkMCP tool listingNot counted
- Couldn’t checkREST pagination patternNot counted
- Couldn’t checkMulti-language SDK packagesNot counted
- Couldn’t checkREST response schema coverageNot counted
- Couldn’t checkProduct + docs MCP coverageNot counted
- Couldn’t checkNative interactive controlsNot counted
- Couldn’t checkForm control labelingNot counted
- Couldn’t checkAccessibility-tree injection safety (bonus)Not counted
- Couldn’t checkA2UI / generative UI supportNot counted
- Not applicableMCP server identityNot counted
- Not applicableMCP tool namingNot counted
- Not applicableauth.md walkthrough simulationNot counted
- Not applicableMCP error handlingNot counted
- Not applicableMCP modern transportNot counted
- Not applicableMCP tool annotationsNot counted
- Not applicableMCP resources exposedNot counted
- Not applicableGraphQL typed error modelNot counted
- Not applicableGraphQL versioning / deprecation policyNot counted
- Not applicableGraphQL pagination patternNot counted
- Not applicableGraphQL async-job patternNot counted
- Not applicableGraphQL schema description coverageNot counted
- Not applicableGraphQL batch mutationsNot counted
- Not applicableMCP Apps supportNot counted
- Not applicableMCP Apps UI qualityNot counted
- Not applicableMCP App view reachableNot counted
- Not applicableMCP App view CSPNot counted
- Not applicableMCP resource qualityNot counted
/04PaymentsNo check applied6 Partly
- PartlyMPP payment protocol0 / 2
- Partlyx402 payment protocol0 / 2
- PartlyUCP - Universal Commerce Protocol0 / 3
- PartlyACP - Agentic Commerce Protocol0 / 3
- PartlyACP delegate payment0 / 3
- PartlyAP2 - Agent Payments Protocol0 / 3
See what each check found, and how to fix it
The evidence behind every check, the steps to fix each one, the points a fix would add, and your score over time, for your own site.
