decisionlog.ai
Important blockers remain
Task
What does decisionlog.ai do and who is it for? Explain it back to me.
Critical access needs attention
These checks describe whether an ordinary agent can enter, read, and operate the public site.
- 2 / 2 passed
Agents can reach the site
Crawler access and bot defenses.
- 1 / 2 passed
Core content is available
Useful content remains accessible without a fragile browser-only path.
- 1 / 2 passed
Navigation fails safely
Redirects and missing pages give agents a recoverable path.
- 3 / 3 passed
Controls are understandable
Forms and interactive controls expose usable names and structure.
Evaluated surfaces have material gaps
The public website is always evaluated. Optional surfaces appear when the scan finds positive evidence that they apply.
Public website
Blocked
5 of 17 mature checks passed
API
Blocked
2 of 8 mature checks passed
Authentication
Blocked
0 of 3 mature checks passed
MCP
Needs work
0 of 1 mature checks passed
Fix these gaps first
Critical access gaps come first, followed by other applicable readiness gaps.
- 01Critical access
Agent-friendly 404s
Return a real HTTP 404 (or 410) status for nonexistent paths - never a 200 with your app shell, which makes agents believe every path exists. For full credit, give the 404 response a short markdown body pointing agents at your sitemap, llms.txt, or docs index. Verify with
curl -s -o /dev/null -w "%{http_code}" https://yourdomain.com/some-path-that-does-not-exist- it must print 404. - 02Critical access
Content without JavaScript
Server-side render your homepage so AI crawlers see meaningful content without JavaScript. Ensure an H1 and 500+ chars of text in raw HTML.
- 03Other readiness checks
OpenAPI spec published
Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.
- 04Other readiness checks
OAuth 2.0 support
Implement OAuth 2.0 for API authentication. Publish your authorization server metadata at /.well-known/oauth-authorization-server.
- 05Other readiness checks
JSON error responses
Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.
Audit the checks behind the score
Applicable evidence is grouped by how it contributes to this preview model. Bonus checks appear only when they add points.
Essential4 of 11 passed · 41.9 / 80 points
- Content without JavaScriptPartial (67%)
1688 chars with H1 but flat heading structure
Recommendation
Server-side render your homepage so AI crawlers see meaningful content without JavaScript. Ensure an H1 and 500+ chars of text in raw HTML.
- Not blocked by bot detectionPassed
Site accessible to 6 AI agent user-agents
Recommendation
Allowlist known AI agent User-Agents (ChatGPT-User, ClaudeBot, Google-Extended, DeepSeekBot) in your WAF or bot-detection rules.
- Redirect hygienePassed
No meta-refresh stubs, JavaScript-redirect stubs, or cross-domain hops across 6 checked pages
Recommendation
Replace meta-refresh and JavaScript-only redirects with real HTTP 301/302 redirects. Non-JS agents never execute
location.hrefor wait for a meta refresh - they see only the stub page. Verify withcurl -sI <url>- you should see a Location header, not a 200 with a near-empty body. - Content behind authPassed
All 5 sampled pages are publicly readable (5 with substantive content)
Recommendation
Serve your content pages without a login wall. Agents cannot complete auth flows while browsing - a 401/403 or a login-form page is invisible content. Keep public documentation public; if some content must stay gated, publish an ungated summary so agents can still represent it.
- OpenAPI spec publishedFailed
No OpenAPI/Swagger specification found
Recommendation
Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.
- Markdown content negotiation (acceptmarkdown.com)Failed
Not acceptmarkdown.com compliant: Accept: text/markdown returned text/html; charset=utf-8; Vary header missing Accept (got "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch")
Recommendation
On the responses that serve text/markdown via Accept negotiation, add Accept to the Vary header (Vary: Accept, Accept-Encoding). Without it, CDNs can serve the cached HTML variant to an agent asking for markdown (or vice versa), depending on which variant landed in cache first.
- Agent crawler reachabilityPassed
Reachable to all major AI crawlers - ChatGPT-User: reachable, ClaudeBot: reachable, Google-Extended: reachable, ora-agent: reachable, DeepSeekBot: reachable
Recommendation
Verify that major agent User-Agents can reach the homepage. If your WAF or bot rules block them, remove or narrow the blocking rule. Add an allow rule only when your security setup denies them by default.
- OAuth 2.0 supportFailed
No OAuth 2.0 or OpenID Connect support detected
Recommendation
Implement OAuth 2.0 for API authentication. Publish your authorization server metadata at /.well-known/oauth-authorization-server.
- Scoped permissionsPartial (60%)
Permissions mentioned at /docs but granularity unclear
Recommendation
Support scoped API permissions (OAuth scopes or API key roles) so agents can request only the access they need.
- JSON error responsesFailed
API does not return JSON error responses (or no API detected)
Recommendation
Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.
- Agent-friendly 404sPartial (50%)
Nonexistent paths return a real HTTP 404. For full credit, include a short markdown body (site map links, where to look next) so agents can recover.
Recommendation
Return a real HTTP 404 (or 410) status for nonexistent paths - never a 200 with your app shell, which makes agents believe every path exists. For full credit, give the 404 response a short markdown body pointing agents at your sitemap, llms.txt, or docs index. Verify with
curl -s -o /dev/null -w "%{http_code}" https://yourdomain.com/some-path-that-does-not-exist- it must print 404.
Recommended3 of 18 passed · 6.7 / 20 points
- Developer resource discoverabilityFailed
Agent searched for "decisionlog" developer resources but found nothing relevant
Recommendation
Make your developer resources (API docs, OpenAPI spec, auth docs, webhooks, MCP server) discoverable by name. Publish them at predictable URLs, list them in llms.txt, and include your product name in page titles and headings so search engines surface them for name-based queries.
- Brand name discoverabilityFailed
"Decision Log" search returned 8 results but domain did not appear - brand may be too generic or not indexed
Recommendation
Make sure a clean search for your brand name returns your own domain in the top results. If it does not, your brand may be too generic, conflict with a more established term, or not yet indexed. Strengthen brand-name search by claiming consistent NAP across listings, earning press mentions that link to the canonical domain, and avoiding redirect chains that mask the apex domain in search results.
- Sitemap existsFailed
No sitemap found
Recommendation
Add a valid XML sitemap at /sitemap.xml listing all indexable URLs. Include lastmod dates and keep it under 50MB.
- Content efficiencyPartial (50%)
Low content efficiency: 2.45% - most of the page is markup, not content
Recommendation
Reduce markup overhead so readable text is at least 5% of your HTML. Strip unused inline scripts/styles, server-render content instead of shipping large JSON hydration blobs, and keep wrapper nesting shallow.
- JSON-LD structured dataFailed
No JSON-LD structured data found on homepage
Recommendation
Add JSON-LD structured data to your homepage using the identity type that matches your site - SoftwareApplication for products, Organization or LocalBusiness for companies, Person for personal sites, Article for blogs - with name, description, url, and type-appropriate fields (offers, sameAs, author) so AI can parse your identity programmatically.
- Public API/docs linked from homepagePassed
API/docs link found on homepage and resolves: /docs
Recommendation
Publish API documentation at a discoverable URL (/docs, /api, /developers). Include authentication, endpoints, and example requests.
- Agent instruction / when-to-useFailed
No agent instruction file with when-to-use guidance found
Recommendation
Tell agents when to reach for you: add a 'when to use this' section to your llms.txt (or a dedicated agent-instructions file) that names your best-fit use cases and how an agent should call you. Be specific about the jobs you are right for - generic marketing copy does not read as guidance.
- Metadata completenessPartial (50%)
3/4 metadata signals present - missing: canonical URL
Recommendation
Add all four signals to your homepage: , , , and . Agents use these for entity resolution and attribution.
- Organization schema completenessFailed
No JSON-LD found - Organization schema missing
Recommendation
Add Organization JSON-LD that includes both contactPoint (with email/phone and contactType) and address (PostalAddress). This lets AI verify your business legitimacy and answer contact queries.
- Trust anchor pagesPartial (50%)
Only Contact page verified - missing: About, Privacy
Recommendation
Publish real /about, /contact, and /privacy pages with at least 500 characters of content each. These are the pages AI agents check to verify your business is legitimate before recommending you.
- Page token budgetPassed
All 6 measured pages fit an agent context budget (largest ~1K tokens)
Recommendation
Keep each page's extracted text under ~100K characters (~25K tokens) so it fits an agent's context window without truncation. Split oversized reference pages into focused per-topic documents and link them from an index. Check a page with
curl -s <url> | wc -cand remember agents read the extracted text, not the raw HTML. - Developer portalPassed
Developer portal found at /docs
Recommendation
Create a developer portal at /developers with API keys, documentation, quickstart guides, and a sandbox environment.
- Public API with reachable endpointsFailed
No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
Recommendation
Expose a public REST or GraphQL API. AI agents need programmatic access - not just a web UI - to integrate with your product.
- Agent onboarding frictionPartial (50%)
Moderate friction: zero-auth access
Recommendation
Offer a free tier or trial, self-serve API key generation, and a sandbox environment. Agents can't fill out 'contact sales' forms.
- MCP server / manifestPartial (50%)
MCP manifest found at /.well-known/mcp.json but protocol handshake failed
Recommendation
Build an MCP (Model Context Protocol) server exposing your API as tools. Use Streamable HTTP transport for full score. This lets Claude, ChatGPT, and other AI agents call your product natively.
- CLI tool availableFailed
No CLI tool found
Recommendation
Publish an official CLI tool on npm, PyPI, or Homebrew. A CLI lets agents and developers script interactions with your product without building API integrations from scratch.
- API schema complexity analysisFailed
No API schema detected
Recommendation
Make your API spec self-describing: a unique operationId and a description on every operation, typed parameters, and response schemas. For GraphQL, a fully typed schema with a documented cost or rate limit reads best.
- Function calling compatibilityPartial (50%)
MCP manifest found but no OpenAPI spec for function calling
Recommendation
Ensure API endpoints have unique operation IDs, typed schemas, and descriptions compatible with LLM function-calling formats.
Bonus signals6 positive · +1.3 points
- OAuth Protected Resource metadata (RFC 9728)Passed
RFC 9728 metadata: resource=https://www.decisionlog.ai/api/mcp, authorization_servers (1), scopes_supported (1), bearer_methods_supported
Recommendation
Publish RFC 9728 protected-resource metadata at /.well-known/oauth-protected-resource. Include the resource field plus enough supporting metadata - your authorization servers, supported scopes, accepted bearer methods - that an agent can work out how to authenticate without first triggering a 401.
- Agent auth discovery metadataPartial (33%)
Only PRM present; spec calls for both PRM and AS metadata
Recommendation
Publish RFC 9728 protected-resource metadata at /.well-known/oauth-protected-resource on your resource server (the host that actually serves the API, e.g. api.) with
resourceandauthorization_servers. Publish RFC 8414 authorization-server metadata at /.well-known/oauth-authorization-server on the AS origin, and include the WorkOS auth.mdagent_authblock withregister_uri,identity_types_supporteddrawn from the spec enum (anonymous,identity_assertion- variants likeverified_emailorurn:ietf:params:oauth:token-type:id-jagbelong insideidentity_assertion.assertion_types_supported, not at the top level), and a sibling per-type block for each advertised type (anonymous.credential_types_supported;identity_assertion.assertion_types_supported+credential_types_supported) so agents can look up the request shape. Cross-link by listing the AS origin in PRMauthorization_servers, and pointagent_auth.skillback at your published /auth.md. Spec: https://workos.com/auth-md. - Accessible document structurePassed
Server HTML is a well-structured document (main=true, landmarks=4/4, h1=1, maxHeadingSkip=1).
- Native interactive controlsPassed
33 native controls, 0 non-native div-soup affordances (100% native).
- Accessible names on controlsPassed
33/33 interactive elements have a computable accessible name (100%).
- Accessibility-tree injection safety (bonus)Passed
No hidden instruction text detected in accessibility-tree attributes or off-screen content.
Inspect the underlying audit
The complete Ora audit uses evidence from the scan on . After applying changes, run another scan from the homepage to refresh these recommendations.
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Source: Ora API
Snapshot 2026-08-21T21-04-09-432Z