AI Visibility
measured33/100
Emerging · in Office & Productivity
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
11
across 323 prompts
AI Share of Voice
11%
across 323 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Office & Productivity
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 Poppulo is visible in
2Executive summary
Poppulo is already well-positioned for AI citation in evaluation-stage queries because it has strong G2 presence (312 reviews) and a Gartner Peer Insights product page. The biggest risk pattern is conversion-stage and evaluation-stage “pricing + comparison” queries where AI needs crawlable, structured pricing and first-party “[Brand] vs [Competitor]” surfaces; the highest-ROI fix is to ensure pricing is fully crawlable/SSR and to add/expand first-party comparison pages that clearly recommend Poppulo.
Based on audit of poppulo.com · Jun 6, 2026