Agent Readiness Score
photoroom.com
25 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well photoroom.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability10.6/24
Content Accessibility10.2/24
Bot Access Control0/12
Protocol & Capability Discovery5.3/41
Authentication & Credentials4.9/19
Documentation Quality6.8/10
Structured Data I/O0/13
Observable State & Reliability0.2/15
Agent Safety & Trust4.3/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.photoroom.com).Parseable
Canonical domaincanonical-domainRoot and www converge on www.photoroom.com, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://photoroom.com/robots.txt declares a sitemap. Declared sitemap https://www.photoroom.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.photoroom.com/sitemap.xml is a valid sitemap (19 location(s)), but without lastmod or non-homepage URLs.Parseable
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-versioningAPI versioning is documented at https://gitbook.com/docs/create-content/version-control (the versioning scheme). To reach the top level, it would need a documented deprecation/sunset lifecycle. (source: docs)Useful
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.photoroom.com/index.md alongside the docs HTML surface (https://docs.photoroom.com/).Parseable
Freshness signalsfreshness-signalsNo freshness signals found (no Last-Modified, ETag, or sitemap lastmod).Not detected
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredSitemap index declares 19 child sitemap(s) — crawl cost is not directly observable from the index alone.Parseable
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (83% of visible text) is extractable from raw HTML on the homepage.Useful
llms.txtllms-txtAn llms.txt index is published at https://www.photoroom.com/llms.txt with 46 links under 1 section(s). To reach the top level, it would need a fuller index (more links across multiple sections) or an llms-full.txt.Useful
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
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
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.photoroom.com.Not detected
MCP supportmcp-supportA first-party MCP support page exists at https://gitbook.com/docs/ai-for-your-readers/mcp-servers-for-published-docs, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
Auth discoveryauth-discoveryA drivable auth-discovery descriptor is published.Useful
SDK availabilitysdk-availabilityNo SDK or client library documentation 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
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-flowProgrammatic authentication is mentioned at https://docs.photoroom.com/, but not on a page dedicated to documenting it.Detected
Credential managementcredential-managementCredential management is mentioned at https://docs.photoroom.com/, but not on a page dedicated to documenting it.Detected
Auth documentationauth-documentationAuthentication is mentioned at https://docs.photoroom.com/, but not on a page dedicated to documenting it.Detected
Sandbox environmentsandbox-environmentA test environment is documented at https://docs.photoroom.com/image-editing-api-plus-plan/sandbox-mode with the detail an agent needs to start testing (test credentials or a test base URL). To reach the top level, it would need a full test workflow and separately documented test credentials.Useful
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://docs.photoroom.com/getting-started/api-reference-openapi, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceA changelog is published at https://docs.photoroom.com/getting-started/changelog 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-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-healthStatus page found at https://photoroomapi.statuspage.io/ (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
security.txtsecurity-txtNo security.txt found at /.well-known/security.txt or /security.txt.Not detected
Legal policy pageslegal-pagesAt least one legal policy page is discoverable.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