AI Visibility
measured17/100
Emerging · in Feedback Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
5
across 305 prompts
AI Share of Voice
5%
across 305 prompts
Critical Issues
6
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.
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.
Mopinion is a B2B feedback analytics/CX software vendor with strong AI-citation inputs from G2 (28 reviews, 4.1/5) and active first-party pricing (Standard from €279/month; Enterprise from €999/month) that is crawlable. The biggest AI citation risk is evaluation-stage “brand vs competitor” and “pricing” queries where Mopinion lacks clearly crawlable first-party comparison/structured evaluation content (no evidence of SoftwareApplication/FAQPage/AggregateRating in search results).
Based on audit of mopinion.com · Oct 9, 2026