AI Visibility
measured34/100
Emerging · in Content & Knowledge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
19
across 185 prompts
AI Share of Voice
19%
across 185 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Content & Knowledge
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 Firstup is visible in
1Executive summary
Firstup is strongly positioned for AI citation on evaluation-stage queries via its high-signal G2 presence (206 reviews, 4.4★) and enterprise credibility (Gartner Magic Quadrant Leader claim). The biggest conversion blocker is that Firstup’s own pricing page does not show public tiered prices (it routes to “Get a Quote”), which prevents AI engines from confidently answering “How much does Firstup cost?” with first-party numbers.
Based on audit of firstup.io · Jul 14, 2026