AI Visibility
measured26/100
Emerging · in Sales Engagement
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
20
across 192 prompts
AI Share of Voice
20%
across 192 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Sales Engagement
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 Reprise is visible in
1Executive summary
Reprise is strongly positioned for AI citation in evaluation-stage queries because it has a sizable G2 presence (175 reviews, 4.4/5) and first-party comparison content (e.g., Reprise vs Demostack). The biggest citation risk is conversion-stage queries: Reprise pricing is not publicly list-priced (pricing page is “Request Pricing” / “Request a demo”), which reduces AI engines’ ability to answer “how much does it cost?” with crawlable tiered numbers.
Based on audit of reprise.com · Oct 8, 2026