Agent Readiness Score
outreach.io
33 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well outreach.io's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.8/24
Content Accessibility12.7/24
Bot Access Control0/12
Protocol & Capability Discovery10.3/41
Authentication & Credentials8.5/19
Documentation Quality5/10
Structured Data I/O0.1/13
Observable State & Reliability3.7/15
Agent Safety & Trust5.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepBoth an API host and a docs host are live and serve their expected content kind (api.outreach.io, developers.outreach.io).Cross-verified
robots.txtrobots-txtrobots.txt at https://outreach.io/robots.txt declares a sitemap. Declared sitemap https://www.outreach.ai/sitemap.xml resolves as valid XML.Cross-verified
Canonical domaincanonical-domainRoot and www converge on www.outreach.ai, with a matching canonical tag.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.outreach.ai/sitemap.xml is a valid sitemap (1268 location(s)), but without lastmod or non-homepage URLs.Parseable
API existenceapi-existenceA real API surface at https://api.outreach.io/api answered HTTP 401 with non-HTML JSON. (source: live)Parseable
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
Markdown twinmarkdown-twinA markdown twin is published at https://developers.outreach.io/api.md alongside the docs HTML surface (https://developers.outreach.io/api).Parseable
Freshness signalsfreshness-signalsA single freshness signal is present (Last-Modified header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (1268 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (68% of visible text) is extractable from raw HTML on the homepage.Useful
llms.txtllms-txtA curated llms.txt index is published at https://www.outreach.ai/llms.txt: 93 links across 11 sections.Cross-verified
llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).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-specNo OpenAPI/Swagger specification found.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.outreach.io.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://developers.outreach.io/client-extensions/javascript-sdk: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
MCP supportmcp-supportA first-party MCP support page exists at https://developers.outreach.io/mcp-server, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
.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-flowA programmatic auth flow is documented at https://developers.outreach.io/mcp-server/authentication, naming a non-interactive grant and a token endpoint. To reach the top level, it would need scopes and token expiry/refresh documented.Useful
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAuthentication is fully documented at https://developers.outreach.io/mcp-server/authentication, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Documentation Quality
API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found.Not detected
Changelog presencechangelog-presenceA changelog is published at https://developers.outreach.io/data-sharing/release-notes with multiple recent dated entries, indicating it is actively maintained.Cross-verified
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-pricingA response at https://outreach.io/pricing.json looks JSON-like but did not parse as JSON.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-healthStatus page found at https://status.outreach.io/ (HTTP 200).Detected
Webhook documentationwebhook-documentationWebhooks are documented at https://developers.outreach.io/client-extensions/app-lifecycle-webhooks with event types and payload shapes. To reach the top level, it would need signature verification and delivery/retry semantics.Useful
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