Agent Readiness Score
pando.com
10 — Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well pando.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability6.3/24
Content Accessibility6.7/24
Bot Access Control0/12
Protocol & Capability Discovery0/41
Authentication & Credentials0/19
Documentation Quality0/10
Structured Data I/O0/13
Observable State & Reliability0/15
Agent Safety & Trust3.4/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain responded but is gated.Detected
robots.txtrobots-txtrobots.txt at https://pando.com/robots.txt declares a sitemap. Declared sitemap https://pando.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://pando.com/sitemap.xml is a valid sitemap (148 location(s)), but without lastmod or non-homepage URLs.Parseable
Canonical domaincanonical-domainRoot and www converge on pando.com, with a canonical tag on the homepage.Useful
API existenceapi-existenceA conventional API path at https://api.intellimize.co/ returned an auth challenge (HTTP 403). (source: live)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-twinNo markdown twin found alongside probed docs HTML surfaces.Not detected
Raw content extractabilityraw-content-extractabilitySubstantial visible text (3,772 chars) is readable without JavaScript on at least one probed page.Useful
Freshness signalsfreshness-signalsA single freshness signal is present (Last-Modified header).Parseable
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (148 page URLs) helps agents estimate crawl cost.Useful
llms.txtllms-txtNo llms.txt file found (HTML pages at .txt paths do not qualify).Not detected
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
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
MCP descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.pando.com.Not detected
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
SDK availabilitysdk-availabilityNo SDK or client library documentation found.Not detected
MCP supportmcp-supportNo first-party MCP support documentation or MCP-specific endpoint response was found.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
Auth discoveryauth-discoveryCould not conclusively check for an auth-discovery surface (unreachable, rate-limited, or behind auth). Blocked by robots.txt for a generic compliant agent (Disallow: /).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
Credential managementcredential-managementNo credential management 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
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-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
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-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 (support_email, social).Parseable
Metadata consistencymetadata-consistencyOne metadata consistency warning: canonical_mismatch.Useful
Legal policy pageslegal-pagesAt least one legal policy page is discoverable.Detected