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
31%
CI 27–35 · n=648
Recommendation
6%
CI 4–8 · n=648
Citation rate
10%
CI 8–13 · n=648
Mention rate by provider
Share of voice vs competitors
How you surface
67% parametric · 33% retrieved
Retrieved is fixable now (content & citations); parametric is the model's trained memory.
Sentiment of mentions
+163 / ~37 / −0
Across 200 mentions.
Readiness — is your site built to be found
EGM Cigars
Established
54/82 pts
- —Missing Product schema
- —Missing BreadcrumbList schema
- —No FAQPage schema
- —No LocalBusiness/Store schema
- —No postal address in structured data
- —No telephone / contact point in structured data
- —No About page found
- —No Contact page found
- —No blog / guides / editorial content found
- —No shipping/returns information page found
- —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
15 prioritised fixes
4 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.
Earn citations to enter the models' memory
Your mentions come almost entirely from the models' trained memory, and there's little live retrieval picking you up. The durable fix is becoming widely cited across the web — which wins retrieval now and, over training cycles, enters the models' memory.
Unlock all 15 fixes — with copy-paste code.
Claim this brand and subscribe to AVI Pro to see every fix, step-by-step, and track your progress.