AEO Score
5
Limited Presence
Avg Prompt Score
4
across 301 prompts
AI Share of Voice
4%
across 301 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Prototyping Discovery
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 UX Pilot AI is visible in
2Your visibility gap
UX Pilot AI surfaces in 0/80 Prototyping discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
UX Pilot is a B2B prototyping/UX design SaaS with strong third-party review presence on G2 (≈98 reviews) and a meaningful Trustpilot footprint (≈171 reviews), so it can be cited for evaluation-stage “reviews/worth it” prompts. The biggest citation risk is discovery-stage shortlist queries like “best prototyping tools for mobile app development” and “top prototyping tools for web development,” where the brand is currently invisible (0/80). Highest-ROI fix: publish and index prototyping-use-case hub pages (mobile/web/agile/product designer) with self-contained evaluation blocks and FAQPage schema so AI engines can extract direct answers for those exact gap queries.
Based on audit of uxpilot.ai · May 7, 2026