AI Visibility
measured26/100
Emerging · in Hospitality & Restaurants
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals47/100
Some gaps
Avg Prompt Score
3
across 1090 prompts
AI Share of Voice
3%
across 1090 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Hospitality & Restaurants
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories FoodDocs is visible in
3Executive summary
FoodDocs is a B2B food safety management SaaS with a strong G2 presence (4.9/5 from 18 reviews) and publicly crawlable pricing with per-site tiers. The biggest AI-citation risk is evaluation-stage coverage: while FoodDocs has at least one first-party comparison page (FoodDocs vs FoodReady), there is no clear evidence (from live checks) of SoftwareApplication/FAQPage structured data and there are no visible TrustRadius/Gartner Peer Insights signals.
Based on audit of fooddocs.com · Jun 4, 2026