AI Visibility
measured19/100
Emerging · in SEO Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
11
across 159 prompts
AI Share of Voice
11%
across 159 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in SEO Tools
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 Wincher is visible in
1Executive summary
Wincher is likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review authority (G2 458 reviews, 4.6★) and a publicly crawlable pricing page. The biggest citation risk is evaluation-stage comparison intent: Wincher appears to publish competitor-comparison blog posts (e.g., Similarweb vs Semrush / Similarweb vs Ahrefs), but there is no clear evidence of first-party “[Wincher] vs SE Ranking/Semrush/Ahrefs” pages that AI can reliably cite for the exact comparison prompts you listed.
Based on audit of wincher.com · Sep 3, 2026