AI Visibility
measured17/100
Emerging · in Marketing Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals6/100
Weak fundamentals
Avg Prompt Score
8
across 294 prompts
AI Share of Voice
8%
across 294 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Marketing Analytics
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 Cometly is visible in
2Executive summary
Cometly is a B2B marketing attribution SaaS and already has meaningful AI-citation inputs from G2 (35 reviews) and strong LinkedIn presence (3,745 followers). The biggest AI citation risk is evaluation-stage queries that require first-party, crawlable comparison and pricing surfaces ("[Brand] vs [Competitor]" and "[Brand] pricing"), because the site appears to rely heavily on blog-style pricing guides rather than a dedicated, structured pricing page with explicit tiers.
Based on audit of cometly.com · May 7, 2026