Agent Readiness Score

outset.ai

19 — Limited. Agents will struggle to discover or use this site without human help.

45 of 45 checks conclusive · Confidence High · Evidence coverage 100%

HonestClaw measured how well outset.ai's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.

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Dimensions

Discoverability7.1/24

Content Accessibility7.4/24

Bot Access Control0/12

Protocol & Capability Discovery11.8/41

Authentication & Credentials0.5/19

Documentation Quality0/10

Structured Data I/O0/13

Observable State & Reliability0.2/15

Agent Safety & Trust5.5/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (dev.outset.ai).Parseable

robots.txtrobots-txtrobots.txt at https://outset.ai/robots.txt declares a sitemap. Declared sitemap https://outset.ai/sitemap.xml resolves as valid XML.Cross-verified

sitemap.xmlsitemap-xmlhttps://outset.ai/sitemap.xml is a valid sitemap (220 location(s)), but without lastmod or non-homepage URLs.Parseable

Canonical domaincanonical-domainRoot and www converge on outset.ai, with a matching canonical tag.Cross-verified

API existenceapi-existenceNo API endpoint found at common paths (only HTML pages or 404s).Not detected

API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected

API versioningapi-versioningNo versioning signal found (no spec info.version, version header, /vN API surface, or versioning docs).Not detected

Content Accessibility

llms.txtllms-txtA valid llms.txt header exists at https://outset.ai/llms.txt, but it lists few or no link sections (0 links, 2 sections).Parseable

Raw content extractabilityraw-content-extractabilitySubstantial visible text (11,710 chars) is readable without JavaScript on at least one probed page.Useful

Freshness signalsfreshness-signalsNo freshness signals found (no Last-Modified, ETag, or sitemap lastmod).Not detected

Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (220 page URLs) helps agents estimate crawl cost.Useful

llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).Not detected

Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces.Not detected

ai.txtai-txtNo ai.txt file found (HTML pages at .txt paths do not qualify).Not detected

Bot Access Control

AI bot rulesai-bot-rulesrobots.txt is readable but declares no AI-bot-specific rules.Not detected

Content signalscontent-signalsrobots.txt is readable but declares no Content-Signal line.Not detected

RSL licensingrslrobots.txt is readable but declares no RSL License directive.Not detected

TDM reservationtdmrepNo TDMRep policy found at /.well-known/tdmrep.json.Not detected

Protocol & Capability Discovery

MCP descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected

Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected

OpenAPI specificationopenapi-specValid OpenAPI 3.0.3 spec at https://docs.incident.io/openapi/deprecated-endpoints.json: 32 operations, 127 schemas, 100% response coverage, servers declared.Cross-verified

DNS-AIDdns-aidNo DNS-AID index found at _index._agents.outset.ai.Not detected

SDK availabilitysdk-availabilityNo SDK or client library documentation found.Not detected

MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected

A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected

MCP supportmcp-supportA first-party MCP support page exists at https://outset.ai/resources/changeblog/outset-mcp, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable

GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected

.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected

Auth discoveryauth-discoveryAgent-native auth discovery: a valid RFC 9728 PRM (via challenge) or a PRM plus a valid AS/OIDC descriptor.Cross-verified

Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected

WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify

Authentication & Credentials

Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected

Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication documentation found at the standard docs locations an agent would check.Not detected

Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected

Auth documentationauth-documentationAuthentication is mentioned at https://outset.ai/resources/changeblog/multi-factor-authentication, but not on a page dedicated to documenting it.Detected

Documentation Quality

API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found.Not detected

Changelog presencechangelog-presenceNo changelog or release notes found at the standard docs locations an agent would check.Not detected

Structured Data I/O

Structured data I/Ostructured-data-ioNo published structured-data contract found (no typed spec response schemas).Not detected

Machine-readable pricingmachine-readable-pricingNo machine-readable pricing endpoint found (HTML pricing pages do not qualify).Not detected

Data export APIdata-export-apiNo data export or bulk API documentation found at the standard docs locations an agent would check.Not detected

Observable State & Reliability

Status & health endpointsstatus-and-healthHealth/status endpoint found at https://status.sumup.com/api/v2/status.json (HTTP 200).Detected

Webhook documentationwebhook-documentationNo webhook or event documentation found at the standard docs locations an agent would check.Not detected

Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected

Error documentationerror-documentationNo error documentation found at the standard docs locations an agent would check.Not detected

Machine payments (x402/MPP)x402-or-mpp-supportInformational — not scoredNo machine-payment signal observed (no HTTP 402, no payment-required response header, and no /.well-known/x402.json manifest). Payment support cannot be ruled out from an unauthenticated probe.Couldn't verify

Agent Safety & Trust

Org identity signalsorg-identityHomepage exposes two org-identity signal types (legal_name, social).Parseable

Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified

security.txtsecurity-txtNo security.txt found at /.well-known/security.txt or /security.txt.Not detected

Legal policy pageslegal-pagesBoth privacy and terms policies are discoverable with substantive content.Useful