AI Visibility
measured15/100
Emerging · in Survey Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
5
across 306 prompts
AI Share of Voice
5%
across 306 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Survey Tools
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 Alida is visible in
3Executive summary
Alida is a B2B community research/CXM platform with strong AI-citation inputs from G2 (132 reviews, 4.4/5). The biggest risk for AI engines is conversion-stage citation: the site’s pricing appears to be demo/contact-led (no public tiered pricing), and there’s no evidence of first-party indexed comparison pages or SoftwareApplication/FAQ structured data.
Based on audit of alida.com · Oct 18, 2026