AI Visibility
measured33/100
Emerging · in Point of Sale
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
3
across 529 prompts
AI Share of Voice
3%
across 529 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Point of Sale
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 AutoLeap is visible in
2Executive summary
AutoLeap is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (761 reviews, 4.8/5, Grid® leader) and a large volume of first-party comparison and alternatives content. The single highest-ROI fix is to add/verify B2B-specific structured data (SoftwareApplication + FAQPage + pricing offer markup) and ensure it’s crawlable/SSR so AI engines can confidently cite product details and pricing from autoleap.com itself.
Based on audit of autoleap.com · Sep 4, 2026