HonestClaw
What is Agent Readiness?

Agent Readiness Score

lusha.com

38 — Limited. Agents will struggle to discover or use this site without human help.

20 of 45 checks conclusive · Confidence Low · Evidence coverage 44%

HonestClaw measured how well lusha.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.

Dimensions

Discoverability6.8/13
Content Accessibility3.5/5
Bot Access ControlNot yet scored
Protocol & Capability Discovery7.3/26
Authentication & Credentials2.3/14
Documentation Quality8.5/10
Structured Data I/O0/9
Observable State & Reliability5.5/12
Agent Safety & TrustNot yet scored

Checks

Discoverability

API existenceapi-existenceA real API surface at https://api.lusha.com/api/audit-logs answered HTTP 400 with non-HTML JSON. (source: live)Parseable
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected
API versioningapi-versioningThe API version lifecycle is documented at https://docs.lusha.com/tutorials/person-api-v1-deprecation, including deprecation/sunset. (source: docs)Cross-verified
robots.txtrobots-txtNo live subdomains matched this check.Couldn't verify
sitemap.xmlsitemap-xmlNo live subdomains matched this check.Couldn't verify
Canonical domaincanonical-domainNo live subdomains matched this check.Couldn't verify
+ 1 more in the interactive report →

Content Accessibility

llms.txtllms-txtAn llms.txt index is published at https://docs.lusha.com/llms.txt with 280 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 live subdomains matched this check.Couldn't verify
Markdown twinmarkdown-twinNo live subdomains matched this check.Couldn't verify
ai.txtai-txtNo live subdomains matched this check.Couldn't verify
+ 3 more in the interactive report →

Bot Access Control

AI bot rulesai-bot-rulesNo live subdomains matched this check.Couldn't verify
Content signalscontent-signalsNo live subdomains matched this check.Couldn't verify
TDM reservationtdmrepNo live subdomains matched this check.Couldn't verify
+ 1 more in the interactive report →

Protocol & Capability Discovery

MCP supportmcp-supportFirst-party documentation at https://docs.lusha.com/mcp-docs identifies the MCP endpoint https://dashboard.lusha.com/api/manage-api-keys 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 descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://docs.lusha.com/tools/sdks: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
OpenAPI specificationopenapi-specNo OpenAPI/Swagger specification found.Not detected
Rate limit documentationrate-limit-docsRate limiting is mentioned at https://docs.lusha.com/user-guide/performance-and-troubleshooting/email-limits-best-practices, but not on a page dedicated to documenting it.Detected
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Link headerslink-headersNo live subdomains matched this check.Couldn't verify
.well-known indexwell-known-indexNo live subdomains matched this check.Couldn't verify
+ 3 more in the interactive report →

Authentication & Credentials

Programmatic auth flowprogrammatic-auth-flowProgrammatic authentication is mentioned at https://docs.lusha.com/guides/advanced-topics/new-getting-started, but not on a page dedicated to documenting it.Detected
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAn authentication documentation page exists at https://docs.lusha.com/user-guide/user-setup/two-factor-authentication-2fa, but it doesn't name a specific method or show how a request is authenticated.Parseable
Sandbox environmentsandbox-environmentCould not conclusively check for sandbox or test environment documentation (endpoints unreachable, rate-limited, or behind auth).Couldn't verify

Documentation Quality

API reference depthapi-reference-depthThe API reference at https://docs.lusha.com/user-guide/lushas-api/lusha-api-error-codes-reference documents parameters with example requests and responses. To reach the top level, it would need request and response bodies, authentication, pagination, and error codes.Useful
Changelog presencechangelog-presenceA changelog is published at https://docs.lusha.com/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-apiCould not conclusively check for data export or bulk API documentation (endpoints unreachable, rate-limited, or behind auth).Couldn't verify

Observable State & Reliability

Status & health endpointsstatus-and-healthHealth/status endpoint found at https://docs.lusha.com/_health (HTTP 200).Detected
Webhook documentationwebhook-documentationA webhook documentation page exists at https://docs.lusha.com/user-guide/webhooks/how-to-set-up-webhooks-in-lusha, but it doesn't list specific event types with their payload shape.Parseable
Error documentationerror-documentationErrors are documented at https://docs.lusha.com/user-guide/lushas-api/lusha-api-error-codes-reference with specific codes or a documented response shape. To reach the top level, it would need recovery guidance and a machine-readable error format, or corroboration against the API spec.Useful
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
Retry & idempotencyretry-and-idempotencyCould not conclusively check for retry or idempotency documentation (endpoints unreachable, rate-limited, or behind auth).Couldn't verify

Agent Safety & Trust

security.txtsecurity-txtNo live subdomains matched this check.Couldn't verify
Legal policy pageslegal-pagesNo live subdomains matched this check.Couldn't verify
Org identity signalsorg-identityNo live subdomains matched this check.Couldn't verify
+ 1 more in the interactive report →