HonestClaw
What is Agent Readiness?

Agent Readiness Score

spotfire.com

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

37 of 45 checks conclusive · Confidence High · Evidence coverage 82%

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

Dimensions

Discoverability10.6/21
Content Accessibility11/24
Bot Access Control0/12
Protocol & Capability Discovery3.5/26
Authentication & Credentials0/19
Documentation Quality2.3/10
Structured Data I/O0/4
Observable State & Reliability0.2/15
Agent Safety & Trust5.1/11

Checks

Discoverability

Subdomain sweepsubdomain-sweepAn agent-relevant subdomain responded but is gated.Detected
Canonical domaincanonical-domainRoot and www converge on www.spotfire.com, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://spotfire.com/robots.txt declares a sitemap. Declared sitemap https://www.spotfire.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.spotfire.com/sitemap.xml is a dated sitemap whose URLs include docs/pricing/api surfaces.Cross-verified
API existenceapi-existenceA real API surface at https://www.spotfire.com/api/v1 answered HTTP 401 with non-HTML JSON. (source: live)Parseable
API versioningapi-versioningVersioning is mentioned at https://www.spotfire.com/learn-connect/docs, but not on a page dedicated to documenting it. (source: docs)Detected
API catalogapi-catalogCould not conclusively check for an API Catalog (endpoint unreachable, rate-limited, or behind auth).Couldn't verify

Content Accessibility

llms.txtllms-txtNo llms.txt file found (HTML pages at .txt paths do not qualify).Not detected
Freshness signalsfreshness-signalsMultiple freshness signals present (Last-Modified header, ETag header, sitemap lastmod) with sitemap entries updated within 90 days.Cross-verified
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (568 page URLs) helps agents estimate crawl cost.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
Raw content extractabilityraw-content-extractabilityReadable content is extractable without JavaScript on 2 probed surface(s) with a strong main-content ratio (80% on the homepage).Cross-verified
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

DNS-AIDdns-aidNo DNS-AID index found at _index._agents.spotfire.com.Not detected
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
MCP supportmcp-supportNo first-party MCP support documentation or MCP-specific endpoint response was found.Not detected
Auth discoveryauth-discoveryA drivable auth-discovery descriptor is published.Useful
SDK availabilitysdk-availabilityNo SDK or client library documentation found.Not detected
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected
Link headerslink-headersCould not conclusively check for Link headers (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
OpenAPI specificationopenapi-specCould not conclusively check for an OpenAPI/Swagger specification (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
+ 4 more in the interactive report →

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
Auth documentationauth-documentationNo 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

Documentation Quality

API reference depthapi-reference-depthAPI reference content is mentioned at https://www.spotfire.com/learn-connect/docs, but not on a dedicated reference page.Detected
Changelog presencechangelog-presenceA changelog page exists at https://www.spotfire.com/learn-connect/whats-new, but it doesn't list dated entries describing actual changes.Parseable

Structured Data I/O

Data export APIdata-export-apiNo data export or bulk API documentation found at the standard docs locations an agent would check.Not detected
Structured data I/Ostructured-data-ioCould not conclusively check for a structured-data contract (endpoints unreachable, rate-limited, or behind auth).Couldn't verify
Machine-readable pricingmachine-readable-pricingCould not conclusively check for a machine-readable pricing endpoint (endpoints unreachable, rate-limited, or behind auth).Couldn't verify

Observable State & Reliability

Status & health endpointsstatus-and-healthA health or status endpoint exists but is gated (returned 401/403).Detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Webhook documentationwebhook-documentationNo webhook or event 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 three org-identity signal types (legal_name, social, support_email).Useful
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesNo terms, privacy, or data-use policy pages found at conventional paths.Not detected