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desio.app

Agents are likely to struggle

What should the prompt cover?

23 findings · 5 selected

Failures (20)

Warnings (3)

Task

What does desio.app do and who is it for? Explain it back to me.

Waiting for the agent’s first step…

Critical access blockers remain

These checks describe whether an ordinary agent can enter, read, and operate the public site.

  • Agents can reach the site

    Crawler access and bot defenses.

    0 / 2 passed
  • Core content is available

    Useful content remains accessible without a fragile browser-only path.

    0 / 1 passed
  • Navigation fails safely

    Redirects and missing pages give agents a recoverable path.

    1 / 1 passed

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

24%

4 of 17 mature checks passed

API

Blocked

14%

0 of 8 mature checks passed

Authentication

Needs work

67%

2 of 3 mature checks passed

MCP

Blocked

33%

0 of 1 mature checks passed

Fix these gaps first

Critical access gaps come first, followed by other applicable readiness gaps.

  1. 01

    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.

    Critical access
  2. 02

    Not blocked by bot detection

    Allowlist known AI agent User-Agents (ChatGPT-User, ClaudeBot, Google-Extended, DeepSeekBot) in your WAF or bot-detection rules.

    Critical access
  3. 03

    Agent crawler reachability

    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.

    Critical access
  4. 04

    OpenAPI spec published

    Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.

    Other readiness checks
  5. 05

    JSON error responses

    Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.

    Other readiness checks

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.

Essential3 of 9 passed · 26.7 / 80 points
  • Content without JavaScriptFailed

    Homepage blocked by WAF/security challenge - content not accessible to agents

    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 detectionFailed

    Agents blocked: GPTBot, ClaudeBot, ChatGPT-User, PerplexityBot, Google-Extended, Applebot-Extended

    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 5 checked pages

    Recommendation

    Replace meta-refresh and JavaScript-only redirects with real HTTP 301/302 redirects. Non-JS agents never execute location.href or wait for a meta refresh - they see only the stub page. Verify with curl -sI <url> - you should see a Location header, not a 200 with a near-empty body.

  • 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 "none")

    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 reachabilityFailed

    No major AI crawler can reach the homepage - ChatGPT-User: blocked, ClaudeBot: blocked, Google-Extended: blocked, ora-agent: blocked, DeepSeekBot: blocked

    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 supportPassed

    OAuth authorization server metadata at https://desio.app (issuer=https://desio.app)

    Recommendation

    Implement OAuth 2.0 for API authentication. Publish your authorization server metadata at /.well-known/oauth-authorization-server.

  • Scoped permissionsPassed

    Scoped permissions documented at https://desio.app/auth.md

    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.

Recommended3 of 20 passed · 4.4 / 20 points
  • Developer resource discoverabilityFailed

    Agent searched for "desio" 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

    "desio" search returned 6 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 existsPassed

    Valid sitemap found at https://desio.app/sitemap.xml with 71 entries

    Recommendation

    Add a valid XML sitemap at /sitemap.xml listing all indexable URLs. Include lastmod dates and keep it under 50MB.

  • Content efficiencyFailed

    Homepage blocked by WAF - cannot measure content efficiency

    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.

  • Content crawl depth signalsFailed

    Homepage blocked by WAF - cannot check pagination signals

    Recommendation

    Add and tags on paginated pages (blog archives, product listings, docs) so AI crawlers can traverse beyond the first page.

  • JSON-LD structured dataFailed

    Homepage blocked by WAF - cannot check structured data

    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 homepageFailed

    Homepage blocked by WAF - cannot check for docs links

    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 completenessFailed

    Homepage blocked by WAF - cannot check metadata

    Recommendation

    Add all four signals to your homepage: , , , and . Agents use these for entity resolution and attribution.

  • Organization schema completenessFailed

    Homepage blocked by WAF - cannot check Organization schema

    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 pagesFailed

    No trust anchor pages found with sufficient content (About, Contact, 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 2 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 -c and remember agents read the extracted text, not the raw HTML.

  • Code fence validityPassed

    Code fences balanced across 2 markdown documents

    Recommendation

    Close every fenced code block (``` or ~~~) in your served markdown. CommonMark treats everything after an unclosed fence as code, so an agent parsing the document silently loses the rest of it. Count fence lines per file - the total must be even.

  • Developer portalFailed

    No developer portal found

    Recommendation

    Create a developer portal at /developers with API keys, documentation, quickstart guides, and a sandbox environment.

  • Public API with reachable endpointsPartial (43%)

    API described in documentation at https://desio.app/auth.md but no machine-verifiable API surface confirmed. Best-of-protocols score: 3/7.

    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 frictionFailed

    High onboarding friction - no free tier, self-serve keys, or sandbox detected

    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 (33%)

    MCP mentioned at https://desio.app/auth.md but no standard manifest endpoint found

    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 availablePartial (67%)

    CLI tool mentioned in llms.txt

    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 compatibilityFailed

    No API spec found - function calling requires discoverable endpoints

    Recommendation

    Ensure API endpoints have unique operation IDs, typed schemas, and descriptions compatible with LLM function-calling formats.

Bonus signals14 positive · +3.1 points
  • MCP well-known discoveryPassed

    MCP server referenced in llms.txt

    Recommendation

    Serve your MCP server at /.well-known/mcp, publish a server-card.json at /.well-known/mcp/server-card.json, or reference it in llms.txt so agents can discover it automatically without manual URL input.

  • Sitemap freshness (lastmod)Passed

    100% of 71 sampled sitemap entries carry lastmod; newest is 100 day(s) old

    Recommendation

    Add dates (W3C datetime, e.g. 2026-08-01) to your sitemap entries and update them when content actually changes. Aim for lastmod on at least half your entries with the newest within the last year. Verify with curl https://yourdomain.com/sitemap.xml | grep lastmod.

  • llms.txt existsPassed

    Found the llms.txt at https://desio.app/llms.txt.

    Recommendation

    Create an llms.txt file at your domain root (/llms.txt) - the AI equivalent of robots.txt. Write at least 100 characters of real content: what your product is, what it does, and links to your key docs. Then verify it with curl https://yourdomain.com/llms.txt - you should see your text, not HTML. If your app returns its homepage for every URL (common with single-page apps), add a static file route so the raw text is served. A placeholder with just a heading earns no credit.

  • llms.txt formattingPassed

    The llms.txt is well-formatted: 104 lines with markdown links, 17,190 characters in total.

    Recommendation

    Format your llms.txt as a navigation index: start with a markdown heading, include markdown links to deeper resources, and keep it under 30,000 characters. If you have more to say, move long-form content into /llms-full.txt or per-section files (e.g. /docs/llms.txt, /api/llms.txt) and link to them from the main index.

  • Markdown agent docsPassed

    Path-suffix markdown docs served with text/markdown content-type: /auth.md

    Recommendation

    Pick one: (a) return Content-Type: text/markdown on GET when the request sends Accept: text/markdown, or (b) publish a static /llms.md, /auth.md, or /agents.md file at your root with real markdown content. Option (b) is usually a single static file. This is the cold-discovery path for agents that land at your homepage from web search without reading llms.txt first.

  • MCP auth mechanismPassed

    product MCP requires authentication with OAuth metadata discovery

    Recommendation

    Protect your MCP server with OAuth 2.0 authentication. Publish authorization server metadata at /.well-known/oauth-authorization-server for automatic agent auth flows.

  • MCP OAuth metadataPassed

    RFC 8414 OAuth metadata for product MCP: issuer=https://desio.app, auth and token endpoints present

    Recommendation

    Publish RFC 8414 authorization server metadata with issuer, authorization_endpoint, and token_endpoint so agents can authenticate without hardcoded URLs.

  • MCP PKCE S256 supportPassed

    OAuth metadata for product MCP supports PKCE S256 code challenge

    Recommendation

    Support PKCE with S256 code challenge method in your OAuth server. Add 'S256' to code_challenge_methods_supported in your authorization server metadata.

  • OAuth Protected Resource metadata (RFC 9728)Passed

    RFC 9728 metadata: resource=https://mcp.desio.app, authorization_servers (1), scopes_supported (4), 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.

  • auth.md existsPassed

    auth.md at https://desio.app/auth.md served as text/markdown; charset=utf-8 (3083 chars)

    Recommendation

    Publish /auth.md as a markdown prose walkthrough of how agents should obtain credentials. Serve it with Content-Type: text/markdown, lead with a top-level heading, and write at least ~200 chars of real content (not just a placeholder). See the WorkOS auth.md draft at https://workos.com/auth-md.

  • auth.md structurePartial (50%)

    auth.md at https://desio.app/auth.md - 3/7 walkthrough sections (found Discover, Pick a method, and Register; missing Claim, Use credential, Errors, and Revocation); anchors: oauth-protected-resource, oauth-authorization-server, and identity_assertion

    Recommendation

    Structure /auth.md as the WorkOS spec prescribes: sections for Discover, Pick a method, Register, Claim, Use the credential, Errors, and Revocation, with spec anchor keywords (agent_auth, register_uri, identity_assertion, id-jag, WWW-Authenticate). Reference https://workos.com/auth-md.

  • auth.md walkthrough simulationPartial (50%)

    Static fallback: PRM + AS metadata both reachable but AS metadata lacks an agent_auth block; walkthrough cannot identify a registration template

    Recommendation

    Make your published auth-discovery chain traversable end to end: an agent starting at /auth.md (or your protected-resource metadata) should be able to follow the links to your authorization-server metadata and registration endpoint without hitting a dead link. Test the whole path, not just each file in isolation.

  • Agent auth discovery metadataPartial (33%)

    PRM + AS metadata both present but AS metadata has no agent_auth block

    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 resource and authorization_servers. Publish RFC 8414 authorization-server metadata at /.well-known/oauth-authorization-server on the AS origin, and include the WorkOS auth.md agent_auth block with register_uri, identity_types_supported drawn from the spec enum (anonymous, identity_assertion - variants like verified_email or urn:ietf:params:oauth:token-type:id-jag belong inside identity_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 PRM authorization_servers, and point agent_auth.skill back at your published /auth.md. Spec: https://workos.com/auth-md.

  • Agent auth WWW-Authenticate hintPassed

    401 at https://mcp.desio.app at /mcp with spec-shaped WWW-Authenticate hint: Bearer resource_metadata="https://desio.app/api/auth/.well-known/oauth-protected-resource"

    Recommendation

    Return a 401 carrying a spec-shaped WWW-Authenticate: Bearer resource_metadata="<your protected-resource metadata URL>" header on your API's primary entry points, so an agent learns your auth requirements from one request instead of hunting for the well-known document. Point the metadata URL at /.well-known/oauth-protected-resource on the host that serves the API. Spec: https://workos.com/auth-md.

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 2026-08-22T00-59-02-981Z