AI Visibility
measured41/100
Frequently Cited · in AI Applications
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
100
across 222 prompts
AI Share of Voice
100%
across 222 prompts
Critical Issues
4
critical + high
Shortlist Position
0/36
Not Visible · Ai Driven Personalization Discovery
How AI Visibility breaks down
in AI Applications
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 Nosto is visible in
2Your visibility gap
Nosto surfaces in 0/36 Ai Driven Personalization discovery prompts. Claim this profile to see which 36 prompts you're missing and how to win them.
Executive summary
Nosto is a B2B AI-driven ecommerce personalization platform with strong third-party credibility (notably 235 G2 reviews) and clear category positioning, so it can be cited for evaluation-stage queries. The biggest visibility risk is discovery-stage shortlist formation for buyer intents like “best AI-driven personalization software for e-commerce startups” and “for large retail enterprises,” where the brand currently appears to under-match buyer query patterns.
Based on audit of nosto.com · Oct 2, 2026