AI Visibility
measured18/100
Emerging · in Hospitality & Restaurants
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
7
across 457 prompts
AI Share of Voice
7%
across 457 prompts
Critical Issues
5
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 FoodReady is visible in
2Executive summary
Foodready.ai is a B2B food safety/quality & traceability SaaS with some strong AI-citation inputs (notably a G2 seller page and Capterra listing). The biggest risk for AI engines is evaluation-stage citation: the site has many “alternatives”/comparison-style blog posts, but there’s no clear evidence of first-party, crawlable “[FoodReady] vs [Competitor]” pages and there’s no confirmed SoftwareApplication/FAQPage structured data or crawlability signals (robots.txt/llms.txt/sitemaps) from live checks.
Based on audit of foodready.ai · Oct 3, 2026