Top fixes
- Machine-readable surfaces (+2 points): Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents. How to fix
- Structured data (+2 points): add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately. How to fix
- MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix
Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.
winemback.com is graded D. The $49 AI Visibility Full Report turns the 2 failing checks above (machine-readable surfaces, structured data) into a prioritized, specific fix list for winemback.com, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.
Get the full report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).
Crawler access (robots.txt)
2/2 · pass
Robots.txt is an HTML page (treated as absent): every crawler is allowed by default
- GET /robots.txt -> HTTP 200 after 2 redirect(s), HTML body
- Unmentioned (allowed by default): GPTBot, ClaudeBot, OAI-SearchBot, PerplexityBot, Google-Extended, Amazonbot, CCBot, Bytespider
Fix: Optional: publish a robots.txt that names the AI crawlers you allow and points to your sitemap; without one your policy is implicit.
Machine-readable surfaces
0/2 · fail
None of the 7 machine-readable surfaces is published
- /llms.txt: HTTP 200 but an HTML page (catch-all route, not a real file)
- /sitemap.xml: HTTP 200 but an HTML page (catch-all route, not a real file)
- /.well-known/x402: HTTP 200 but an HTML page (catch-all route, not a real file)
- /.well-known/agent-card.json: HTTP 200 but an HTML page (catch-all route, not a real file)
- /.well-known/mcp-registry-auth: HTTP 200 but an HTML page (catch-all route, not a real file)
- /openapi.json: HTTP 200 but an HTML page (catch-all route, not a real file)
- /ai.txt: HTTP 200 but an HTML page (catch-all route, not a real file)
Fix: Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents.
Readable without JavaScript
2/2 · pass
Home page is readable
- GET https://winemback.com/ -> HTTP 200 after 2 redirects (final: https://sdgroup.cloudflareaccess.com/cdn-cgi/access/login/www.winemback.com?kid=6b468b746bdf0dd91e3a2a63bc48c3caee988bf25ce9fb03687a806649d8c71b&meta=eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6IjE0Yzk3NjA2OTVmNzY4NWRjN2I3OTI3ZTg4ZTJmMjEwNjVkYTExZWY4OWY0Y2EzOGE4ZWJkMjg0MzJmNmVhODQifQ.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.QNM3sVIuyV7jjui51jXFQbIeY3USNggJuT8C-2ExRwP0vMKxzBZVVSxpa3WbfXxjERGmCzxOAO-LKRHYZgQ5z1e_0sbG8VqlldisW2TvukzCNuHZDfDFuHzzsgKytXmkrOsA4aNUOFho_55bFqr5VEYUlqOajdOU9DHT0miJAageTwiwTueMWiL7aqwpXjIVYkyOWZSzyeAkKCdNh-NdIBgWZPD9gxp_ra8JNh8Javg6M5swfxAdScdf1ZRgWzDeUqzBQOsD3I7BlH1EebEPSG16zrbBW8BBTHWEtCBE7M02YTk6p5kjQI1IIfnyT1KF6P80Wd_AL9I-y1nMVbaU9Q&redirect_url=%2F), text/html, 49 KB
- 3,662 characters of visible text with scripts, styles and tags removed; <title>: "Sign in ・ Cloudflare Access"
- 0 external scripts, 3 inline; <noscript> absent
- first words: ""),i.close()),!i)throw Error("base not supported");var o=i.createElement("base");o.href=n,i.getElementsByTagName("head")[0].appendChild(o);v..."
Fix: Nothing to fix here.
Structured data
0/2 · fail
No JSON-LD, Open Graph incomplete
- 0 JSON-LD blocks
- Open Graph: no og:title; no og:description
- meta description: absent
Fix: add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately.
Legal notices (TAKE IT DOWN desk check)
not measured
Unavailable
- takeitdown.agentexchange.work/check.json: refused takeitdown.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would - unavailable
Fix: Re-run in a few minutes; the notice check could not be completed.
MCP census entry (index.agentexchange.work)
0/2 · fail
Not selling to agents: no census entry, no /mcp endpoint
- census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
- GET /mcp -> HTTP 200 HTML page (catch-all route, not an MCP endpoint)
Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.
$49 AI Visibility Full Report
This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for winemback.com. It includes:
- 8 real buyer questions tested across ChatGPT-class models
- Competitor share-of-voice: who AI names, how often, versus you
- Full GEO site audit with prioritized, specific fixes
- Agent-Readiness Score: crawler access, llms.txt, schema, discovery manifest
- Custom 30/60/90-day action plan to get cited by ChatGPT, Perplexity and Google AI Overviews
- Shareable report, generated in about 60 seconds after checkout
Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).
