clover.com
Important blockers remain
Task
What does clover.com 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.
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
Needs work
8 of 16 mature checks passed
API
Needs work
4 of 8 mature checks passed
Authentication
Needs work
1 of 3 mature checks passed
Fix these gaps first
Critical access gaps come first, followed by other applicable readiness gaps.
- 01Critical 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.
- 02Critical 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. - 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
JSON error responses
Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.
- 05Other readiness checks
Markdown content negotiation (acceptmarkdown.com)
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.
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.
Essential5 of 11 passed · 42.9 / 80 points
- Content without JavaScriptFailed
Very little text content (41 chars) - likely JS-rendered, invisible to AI crawlers
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 (0 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 "accept-encoding")
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 supportPassed
OAuth endpoint found at https://clover.com/oauth/authorize
Recommendation
Implement OAuth 2.0 for API authentication. Publish your authorization server metadata at /.well-known/oauth-authorization-server.
- Scoped permissionsPartial (40%)
Scoped permissions described at https://docs.clover.com, but no machine-readable scope declaration found (OpenAPI oauth2 scopes or RFC 9728 scopes_supported)
Recommendation
Declare scoped API permissions where machines can read them: named OAuth scopes in your OpenAPI security schemes, or scopes_supported in RFC 9728 protected-resource metadata. Prose descriptions of roles help humans, but agents need the machine-readable declaration to request least-privilege access.
- 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.
Recommended8 of 16 passed · 12.7 / 20 points
- Developer resource discoverabilityPassed
Agent discovered 2 developer-resource types by name (developer portal, API docs) across 4 pages
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 discoverabilityPassed
clover.com appears at position #3 in a clean brand-name search for "Clover" (1 total match)
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 /sitemap.xml with multiple sitemaps entries
Recommendation
Add a valid XML sitemap at /sitemap.xml listing all indexable URLs. Include lastmod dates and keep it under 50MB.
- 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
Documentation site found at https://docs.clover.com
Recommendation
Publish API documentation at a discoverable URL (/docs, /api, /developers). Include authentication, endpoints, and example requests.
- Agent instruction / when-to-usePartial (67%)
When-to-use guidance found at https://docs.clover.com
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
No metadata signals found - missing: canonical URL, HTML lang attribute, og:image, og:type
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 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 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 endpointsPassed
REST API documentation found at /docs/api. Best-of-protocols score: 7/7.
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 frictionPartial (50%)
Onboarding signals described but not verified live: self-serve key generation, sandbox/test environment, 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.
- CLI tool availablePassed
CLI tool found on PyPI: clover
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 analysisPartial (50%)
REST: OpenAPI spec found but failed to parse for complexity analysis
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%)
API spec found but couldn't validate function calling compatibility
Recommendation
Ensure API endpoints have unique operation IDs, typed schemas, and descriptions compatible with LLM function-calling formats.
Bonus signals8 positive · +1.2 points
- pricing.md existsPartial (50%)
pricing.md found at /pricing.md but thin (1 lines) - add plan tiers, prices, and feature breakdowns
Recommendation
Create a /pricing.md file with your pricing tiers, features, and limits in plain markdown. This lets AI agents compare costs and recommend plans without scraping HTML pricing pages.
- MCP well-known discoveryPartial (50%)
MCP server at https://api.clover.com/mcp - consider adding /.well-known/mcp for standard discovery
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.
- API catalog (RFC 9727)Partial (50%)
api-catalog responded but body is not valid JSON
Recommendation
Publish an API catalog at /.well-known/api-catalog per RFC 9727. Serve it with Content-Type: application/linkset+json;profile="https://www.rfc-editor.org/info/rfc9727" and include a 'linkset' array with item entries pointing to your OpenAPI specs and service descriptions.
- Web Bot Auth directoryPartial (50%)
Web Bot Auth directory found but body is not valid JSON
Recommendation
Publish a Web Bot Auth directory at /.well-known/http-message-signatures-directory. Serve a JSON document with a 'keys' array of Ed25519 JWKs (kty=OKP, crv=Ed25519, kid, nbf, exp). This lets agents sign their requests per RFC 9421 so you can distinguish legitimate bots from spoofers.
- WebMCP supportPartial (50%)
WebMCP mentioned in documentation at /docs but not implemented on homepage
Recommendation
Expose in-page tools via WebMCP, the W3C draft standard for browser-resident AI agents. Add toolname and tooldescription attributes to your action forms - they survive into server-rendered HTML, so scanners and agents can see them - and register richer tools from client-side JS with document.modelContext.registerTool() (navigator.modelContext is the deprecated pre-Chrome-150 alias). Chrome ships WebMCP in 157 after the 149-156 origin trial.
- Multi-language SDK packagesPartial (33%)
SDK packages mentioned at https://docs.clover.com but none found in registries
Recommendation
Publish official SDK packages across multiple language ecosystems (npm, PyPI, Go modules, RubyGems). Auto-generate them from your OpenAPI spec using tools like openapi-generator. For each package set the project URL or homepage to your product domain (package.json
repository/homepage, PyPIHome-Pageorproject_urls, RubyGemshomepage_uri) - this is how agents verify the package is your official SDK. - Sandbox / test environmentPassed
Sandbox environment found at https://clover.com/docs/sandbox
Recommendation
Provide a sandbox or test mode so agents can exercise your API without touching production data, and document how to reach it - this lowers the risk of a destructive call against live data.
- 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 2026-08-24T04-14-14-447Z