Agent Readiness Score

datadoghq.com

25 — 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 datadoghq.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.

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Dimensions

Discoverability7.8/24

Content Accessibility14.7/24

Bot Access Control0/12

Protocol & Capability Discovery10/41

Authentication & Credentials0/19

Documentation Quality0/10

Structured Data I/O0/13

Observable State & Reliability0/15

Agent Safety & Trust9.5/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.datadoghq.com).Parseable

Canonical domaincanonical-domainRoot and www converge on a single canonical host (www.datadoghq.com).Parseable

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

sitemap.xmlsitemap-xmlhttps://www.datadoghq.com/en/sitemap.xml is a dated sitemap whose URLs include docs/pricing/api surfaces.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

Markdown twinmarkdown-twinA markdown twin is published at https://docs.datadoghq.com/api/latest.md alongside the docs HTML surface (https://docs.datadoghq.com/api).Parseable

Raw content extractabilityraw-content-extractabilitySubstantial visible text (14,570 chars) is readable without JavaScript on at least one probed page.Useful

Freshness signalsfreshness-signalsMultiple freshness signals present (Last-Modified header, ETag header, sitemap lastmod) with sitemap entries updated within 90 days.Cross-verified

Crawl-cost estimatecrawl-cost-estimateInformational — not scoredSitemap index declares 14 child sitemap(s) — crawl cost is not directly observable from the index alone.Parseable

llms.txtllms-txtA curated llms.txt index is published at https://www.datadoghq.com/llms.txt: 2340 links across 15 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

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

SDK availabilitysdk-availabilitySDK libraries page at https://docs.datadoghq.com/extend/community/libraries/: 74 GitHub repos, 0 registry links, 0 install commands (74 pointers).Cross-verified

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

MCP supportmcp-supportNo first-party MCP support documentation or MCP-specific endpoint response was found.Not detected

DNS-AIDdns-aidNo DNS-AID index found at _index._agents.datadoghq.com.Not detected

MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.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

GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).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

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

Sandbox environmentsandbox-environmentNo sandbox or test environment 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

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

Auth documentationauth-documentationNo authentication documentation found at the standard docs locations an agent would check.Not 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

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

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

Observable State & Reliability

Status & health endpointsstatus-and-healthNo health or status endpoint found.Not 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

security.txtsecurity-txtsecurity.txt at https://datadoghq.com/security.txt includes Contact, a future Expires date, and Encryption or Policy.Cross-verified

Org identity signalsorg-identityHomepage exposes three org-identity signal types (address, support_email, social).Useful

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

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