Agent Readiness Score

pendo.io

20 — 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 pendo.io's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.

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Dimensions

Discoverability8.2/24

Content Accessibility11.7/24

Bot Access Control0/12

Protocol & Capability Discovery8.5/41

Authentication & Credentials0/19

Documentation Quality0.5/10

Structured Data I/O0/13

Observable State & Reliability0/15

Agent Safety & Trust4.3/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (developer.pendo.io).Parseable

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

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

sitemap.xmlsitemap-xmlhttps://www.pendo.io/sitemap_index.xml is a valid sitemap with lastmod and real (non-homepage) URLs.Useful

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 curated llms.txt index is published at https://www.pendo.io/llms.txt: 80 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

Freshness signalsfreshness-signalsA single freshness signal is present (ETag header).Parseable

Crawl-cost estimatecrawl-cost-estimateInformational — not scoredNo crawl-cost signals found (no sitemap URL inventory or Crawl-delay directive).Not detected

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

Raw content extractabilityraw-content-extractabilitySubstantial visible text (13,879 chars) is readable without JavaScript on at least one probed page.Useful

Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces.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

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

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

MCP supportmcp-supportFirst-party documentation at https://www.pendo.io/product/mcp/ identifies the MCP endpoint https://support.pendo.io/hc/en-us/articles/41102236924955-Connect-to-the-Pendo-MCP-server-beta and explains both its capabilities and how clients connect or authenticate.Cross-verified

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

DNS-AIDdns-aidNo DNS-AID index found at _index._agents.pendo.io.Not detected

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

Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.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

SDK availabilitysdk-availabilitySDK libraries page at https://www.pendo.io/developers/sdk-updates/: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful

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

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

Sandbox environmentsandbox-environmentNo sandbox or test environment 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-presenceA changelog is mentioned at https://www.pendo.io/new/, but not on a page dedicated to publishing release history.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-txtNo security.txt found at /.well-known/security.txt or /security.txt.Not detected

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

Legal policy pageslegal-pagesAt least one legal policy page is discoverable.Detected