AI Visibility
measured16/100
Emerging · in Feedback Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals49/100
Some gaps
Avg Prompt Score
6
across 315 prompts
AI Share of Voice
6%
across 315 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Feedback Management
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 IdeaScale is visible in
2Executive summary
IdeaScale is a B2B innovation/idea management platform with meaningful AI citation signals from G2 and Gartner Peer Insights, but it is weak for evaluation-stage “shortlist” queries that require first-party comparison and crawlable pricing details. The single highest-ROI fix is to publish crawlable, tiered pricing (or at least explicit plan/price ranges) and add first-party “[IdeaScale] vs [competitor]” evaluation pages that clearly recommend IdeaScale.
Based on audit of ideascale.com · Oct 3, 2026