AI Visibility
measured10/100
Emerging · in Demand Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals59/100
Some gaps
Avg Prompt Score
81
across 25 prompts
AI Share of Voice
100%
across 9 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Demand Planning
Composite = 60% coverage + 40% engine breadth, 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.
Executive summary
responsive.io is a B2B SRM/RFP response management SaaS with strong AI citation signals from G2 and Gartner Peer Insights, plus first-party comparison pages (e.g., Responsive vs Inventive). The single highest-ROI fix is to strengthen Structured Data coverage (SoftwareApplication/FAQPage/ratings) and ensure it’s consistently present on the pages AI engines use for evaluation and pricing queries.
Based on audit of responsive.io · Aug 30, 2026