AI Visibility
measured19/100
Emerging · in AI SDRs
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
8
across 321 prompts
AI Share of Voice
8%
across 321 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in AI SDRs
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 Warmly is visible in
2Executive summary
warmly.ai is a B2B revenue orchestration / website visitor identification platform with strong AI-citation inputs from G2 (196 reviews, 4.7/5) and Gartner Peer Insights (4.3/5 from 7 ratings). The biggest AI citation risk is evaluation-stage “vs/alternatives/pricing” queries where first-party structured comparison + crawlable structured data (SoftwareApplication/FAQPage) are not yet proven; the single highest-ROI fix is to ensure SoftwareApplication + FAQPage markup exists on product/pricing/comparison pages and that those pages are fully crawlable/SSR for AI bots.
Based on audit of warmly.ai · Jun 10, 2026