AI Visibility
measured15/100
Emerging · in Survey Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
11
across 152 prompts
AI Share of Voice
11%
across 152 prompts
Critical Issues
5
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 Snap Surveys is visible in
1Executive summary
Snap Surveys is a B2B survey software platform with meaningful AI-citation signals from G2 (15 reviews, 4.0/5) and TrustRadius (16 reviews). The biggest risk for AI evaluation queries is missing/uncertain first-party structured evaluation surfaces (SoftwareApplication/FAQPage/LLMs.txt/robots.txt verification) and limited third-party review depth beyond G2/TrustRadius.
Based on audit of snapsurveys.com · Jun 11, 2026