60% Outcome (does AI recommend you) + 40% Readiness (is your site built for AI).
Outcome — does AI actually recommend you
Cross-provider AI visibility
simulated — add model keys for live measurement
Outcome
Mention rate
41%
CI 37–45 · n=648
Recommendation
5%
CI 4–7 · n=648
Citation rate
15%
CI 13–18 · n=648
Mention rate by provider
Share of voice vs competitors
How you surface
63% parametric · 37% retrieved
Retrieved is fixable now (content & citations); parametric is the model's trained memory.
Sentiment of mentions
+264 / ~0 / −0
Across 264 mentions.
Readiness — is your site built to be found
Havana House
Emerging
8/82 pts
- —Homepage returned HTTP 403
- —No robots.txt found (crawling implicitly allowed)
- —Sparse semantic HTML (missing main/header/nav/article landmarks)
- —No canonical URL on homepage
- —Thin homepage text content
- —No llms.txt (speculative signal)
- —No JSON-LD structured data found
- —Missing Organization schema
- —Missing Product schema
- —Missing BreadcrumbList schema
- —No FAQPage schema
- —No LocalBusiness/Store schema
- —No named Organization entity in structured data
- —No sameAs / social profile links (weak entity graph)
- —No postal address in structured data
- —No telephone / contact point in structured data
- —No About page found
- —No Contact page found
- —Very few indexable URLs (thin catalogue/content)
- —No FAQ / help content found
- —No blog / guides / editorial content found
- —No shipping/returns information page found
- —No product/shop pages detected
- —Pages are thin on text (low average word count)
- —No <lastmod> dates in sitemap (freshness unknown)
- —No current copyright year in footer
- —No OpenAPI spec (/openapi.json)
- —No AI plugin manifest (/.well-known/ai-plugin.json)
- —No link to API / developer docs
Remediation — how to fix it
24 prioritised fixes
7 quick wins · ranked by impact
Turn mentions into recommendations
AI mentions you but rarely picks you first. That's a differentiation and proof gap — the model has no strong reason to put you at the top.
- 1.Earn ratings and reviews — volume and recency signal quality to AI.
- 2.Get positioned as a top choice in comparison and 'best of' lists.
- 3.Publish specific reasons to choose you (specialisms, provenance, guarantees) that AI can quote.
Work the retrieval lever now
A meaningful share of your mentions (37%) come from live retrieval — which means you can move this quickly. Retrieval responds to content and citations far faster than the models' trained memory.
Unlock all 24 fixes — with copy-paste code.
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