AI Visibility
measured41/100
Frequently Cited · in Sales Engagement
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
22
across 383 prompts
AI Share of Voice
22%
across 383 prompts
Critical Issues
3
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 Ambition is visible in
2Executive summary
Ambition is strongly positioned for AI citation in evaluation-stage queries because it has a large G2 presence (590+ reviews) and publicly crawlable, tiered pricing ($45/$65/$75 per user per month). The biggest remaining risk for AI “shortlist” and “comparison” queries is missing/unclear first-party evaluation surfaces (e.g., SoftwareApplication/FAQPage schema and robust brand-led comparison pages), which can limit how often AI cites ambition.com directly versus third parties.
Based on audit of ambition.com · Oct 6, 2026