viral.reopt.ai
Ready with a few material gaps
Task
What does viral.reopt.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
Needs work
7 of 17 mature checks passed
Authentication
Ready with gaps
1 of 2 mature checks passed
MCP
Blocked
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
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.
- 04Other readiness checks
Developer resource discoverability
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.
- 05Other readiness checks
Brand name discoverability
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.
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 8 passed · 61.7 / 80 points
- Content without JavaScriptPartial (67%)
1168 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 (1 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.
- 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 supportPassed
OpenID Connect discovery endpoint found at https://docs.reopt.ai
Recommendation
Implement OAuth 2.0 for API authentication. Publish your authorization server metadata at /.well-known/oauth-authorization-server.
- 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 12 passed · 8.8 / 20 points
- Developer resource discoverabilityFailed
Agent searched for "reopt" 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
"MOYA" search returned 9 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://viral.reopt.ai/sitemap.xml with 25 entries
Recommendation
Add a valid XML sitemap at /sitemap.xml listing all indexable URLs. Include lastmod dates and keep it under 50MB.
- Content efficiencyFailed
Very low content efficiency: 0.98% (1201 text chars in 120KB HTML) - agents must process excessive markup noise
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 dataPartial (75%)
JSON-LD Organization with name + description - add url and sameAs/logo/address for full score
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.
- 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 completenessPassed
All metadata signals present: canonical URL, lang="ko", og:image, og:type
Recommendation
Add all four signals to your homepage: , , , and . Agents use these for entity resolution and attribution.
- Organization schema completenessPartial (50%)
Organization schema found but missing: contactPoint, address
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 About page verified - missing: 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. - Agent onboarding frictionPartial (50%)
Moderate friction: sandbox/test environment
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 / manifestFailed
No MCP server or manifest 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.
Bonus signals19 positive · +4.3 points
- NPM/PyPI SDK packagePassed
NPM package found: @reopt-ai/brandapp-sdk - "Reopt Brandapp SDK — Better Auth adapter, OAuth login, and EAV client"
Recommendation
Publish a JavaScript/TypeScript SDK package on npm so developers can integrate your API programmatically. In package.json set
repositoryto your source repo andhomepageto your product domain - these links are how agents confirm the package is your official SDK rather than a third-party tool with a similar name. - MCP well-known discoveryPartial (50%)
MCP server at https://docs.reopt.ai/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.
- Sitemap freshness (lastmod)Passed
100% of 25 sampled sitemap entries carry lastmod; newest is 2 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. - JSON-LD entity linking (sameAs)Partial (50%)
Entity linking to github.com - add more authority profiles (Wikipedia, Wikidata, LinkedIn, GitHub)
Recommendation
Add sameAs links in your JSON-LD structured data pointing to your Wikipedia page, Wikidata entry, GitHub org, and social profiles. This helps AI disambiguate your brand from similarly named entities.
- Schema type breadthPartial (50%)
Some extended schema types found: ItemList - add FAQPage, Service, or AggregateRating for full coverage
Recommendation
Expand your JSON-LD beyond Organization/WebSite. Add FAQPage for common questions, Service or Product for offerings, AggregateRating or Review for social proof, and BreadcrumbList for navigation context.
- MCP tool descriptionsPartial (67%)
26/26 tools on product MCP have descriptions - add descriptions to remaining tools
Recommendation
Add detailed descriptions (>= 20 chars) to every MCP tool. Agents use these to decide which tool to call - vague descriptions lead to wrong tool selection.
- MCP parameter schemasPassed
26/26 tools on product MCP have parameter schemas, 25 with required fields
Recommendation
Define inputSchema with typed properties and required arrays for each tool. Agents need schema info to construct valid tool calls without guessing.
- MCP server identityPassed
product MCP identifies as "reopt" v0.2.0 with instructions
Recommendation
Set server name, version, and instructions in your MCP server's initialize response. Instructions help agents understand your server's purpose and constraints.
- MCP tool listingPassed
product MCP exposes 26 tools - substantial tool surface
Recommendation
Expose 3+ tools via your MCP server's tools/list endpoint. Cover your core API surface - agents need tools for read, write, and search operations.
- MCP tool namingPassed
All 26 tool names follow consistent convention, descriptive, and non-generic
Recommendation
Use consistent naming conventions (snake_case or camelCase) for all MCP tools. Names should be descriptive (>= 4 chars) and not generic (avoid 'run', 'get', 'do').
- OAuth Protected Resource metadata (RFC 9728)Passed
RFC 9728 protected resource metadata found on MCP origin (resource=https://id.reopt.ai)
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 WWW-Authenticate hintPassed
401 at https://docs.reopt.ai at /mcp with spec-shaped WWW-Authenticate hint: Bearer resource_metadata="https://docs.reopt.ai/.well-known/oauth-protected-resource/mcp"
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. - MCP error handlingPassed
product MCP returns structured JSON-RPC errors with code and message
Recommendation
Return structured JSON-RPC errors (with code and message) when agents call invalid tools or pass bad arguments. Don't crash or return empty responses.
- MCP modern transportPassed
product MCP uses modern Streamable HTTP transport
Recommendation
Upgrade your MCP server from legacy SSE to Streamable HTTP transport. Streamable HTTP is the current standard and supports bidirectional communication.
- MCP tool annotationsPassed
product MCP: 26/26 tools have behavioral annotations (readOnlyHint/destructiveHint)
Recommendation
Add behavioral annotations (readOnlyHint, destructiveHint) to your MCP tools. Agents use these to avoid destructive actions without user confirmation.
- Accessible document structurePassed
Server HTML is a well-structured document (main=true, landmarks=3/4, h1=1, maxHeadingSkip=2).
- Native interactive controlsPassed
40 native controls, 0 non-native div-soup affordances (100% native).
- Accessible names on controlsPassed
40/40 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 2026-08-22T10-40-04-689Z