HonestClaw
What is Agent Readiness?

Agent Readiness Score

laylo.com

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

Dimensions

Discoverability8.2/24
Content Accessibility7.4/24
Bot Access Control5/12
Protocol & Capability Discovery2.1/41
Authentication & Credentials0/19
Documentation Quality0/10
Structured Data I/O0/13
Observable State & Reliability0/15
Agent Safety & Trust5.5/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.laylo.com).Parseable
robots.txtrobots-txtrobots.txt at https://laylo.com/robots.txt declares a sitemap. Declared sitemap https://laylo.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://laylo.com/sitemap.xml is a valid sitemap with lastmod and real (non-homepage) URLs.Useful
Canonical domaincanonical-domainRoot and www converge on laylo.com, with a matching canonical tag.Cross-verified
API existenceapi-existenceNo API endpoint found at common paths (only HTML pages or 404s). Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog. Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected
API versioningapi-versioningNo versioning signal found (no spec info.version, version header, /vN API surface, or versioning docs). Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected

Content Accessibility

llms.txtllms-txtA curated llms.txt index is published on a non-top subdomain at https://docs.laylo.com/llms.txt: 50 links across 7 sections. Its credit is capped at useful because it is not published on the main domain.Useful
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 (sitemap lastmod).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredSitemap index declares 6 child sitemap(s) — crawl cost is not directly observable from the index alone.Parseable
Raw content extractabilityraw-content-extractabilitySome main content (0% ratio) is present in raw HTML, but navigation chrome or JS shells limit extractability.Parseable
ai.txtai-txtNo ai.txt file found (HTML pages at .txt paths do not qualify).Not detected
Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces. Blocked by robots.txt for a generic compliant agent (Disallow: /api).Not detected

Bot Access Control

AI bot rulesai-bot-rulesrobots.txt declares explicit rules for 8 AI bot(s): gptbot, chatgpt-user, claude-web, anthropic-ai, google-extended, ccbot, bytespider, applebot-extended.Cross-verified
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. Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found. Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.laylo.com.Not detected
SDK availabilitysdk-availabilityNo SDK or client library documentation found.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
MCP supportmcp-supportNo first-party MCP support documentation or MCP-specific endpoint response was found.Not detected
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
GraphQL surfacegraphql-surfaceA GraphQL transport surface is advertised at https://laylo.com/graphiql (GraphiQL/Playground or Apollo markers).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

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
Programmatic auth flowprogrammatic-auth-flowNo programmatic authentication 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. Blocked by robots.txt for a generic compliant agent (Disallow: /api).Not detected

Documentation Quality

API reference depthapi-reference-depthAPI reference documentation lacks depth or was not found. Blocked by robots.txt for a generic compliant agent (Disallow: /api).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). Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).Not detected
Machine-readable pricingmachine-readable-pricingNo machine-readable pricing endpoint found (HTML pricing pages do not qualify). Blocked by robots.txt for a generic compliant agent (Disallow: /api/).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-healthNo health or status endpoint found. Blocked by robots.txt for a generic compliant agent (Disallow: /api/).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. Blocked by robots.txt for a generic compliant agent (Disallow: /api; Disallow: /api/).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. Blocked by robots.txt for a generic compliant agent (Disallow: /api/).Not detected

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