AI Visibility
measured40/100
Frequently Cited · in Demand Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
7
across 726 prompts
AI Share of Voice
7%
across 726 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Demand Planning
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.
Visualping is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (498 reviews, 4.6/5, Grid® leader) and clear, crawlable pricing. The single highest-ROI fix is to strengthen structured data coverage (SoftwareApplication/Product/Offer + AggregateRating + FAQPage) so Google AI Overviews and other LLMs can reliably extract “what it is / who it’s for / pricing” without relying on third-party pages.
Based on audit of visualping.io · Oct 9, 2026