AI Visibility
measured18/100
Emerging · in Forms & Surveys
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
16
across 161 prompts
AI Share of Voice
16%
across 161 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Forms & Surveys
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 Surveylab is visible in
1Executive summary
Surveylab is a B2B survey software provider with strong third-party review presence (15 G2 reviews at 4.4★) and additional credibility on TrustRadius and Gartner Peer Insights. The biggest AI-citation risk is conversion-stage evaluation queries—especially "How much does Surveylab cost?"—because the site’s pricing/structured evaluation surfaces (pricing tiers, SoftwareApplication/FAQPage, and first-party comparison pages) were not found as crawlable content in live checks.
Based on audit of surveylab.co.uk · Oct 3, 2026