AI Visibility
measured33/100
Emerging · in Team Messaging
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
10
across 162 prompts
AI Share of Voice
10%
across 162 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Team Messaging
Composite = 60% coverage + 40% engine breadth, 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 Pumble is visible in
1Executive summary
Pumble is likely to be cited by AI engines for evaluation-stage queries because it has active third-party review presence (G2 and Capterra) and first-party comparison content (e.g., Pumble vs Slack) plus publicly crawlable, tiered pricing. The single highest-ROI fix is to strengthen structured data/technical AEO (SoftwareApplication + FAQPage targeting evaluation queries) and ensure crawlability/SSR for the most important pages so AI engines can reliably extract “what it is,” “who it’s for,” and “pricing” answers.
Based on audit of pumble.com · May 7, 2026