AI Visibility
measured16/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals35/100
Weak fundamentals
Avg Prompt Score
8
across 170 prompts
AI Share of Voice
8%
across 170 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Commerce
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 ShopHero is visible in
1Executive summary
ShopHero has strong primary-category credibility on G2 (25 reviews, 4.4★), but its own site is not yet positioned to win AI evaluation queries like "How does ShopHero compare to Uber Eats for Merchants?" because first-party comparison and pricing surfaces are not clearly crawlable/indexed. The single highest-ROI fix is to publish and index first-party, brand-led comparison pages for the exact competitor names and add a crawlable pricing page with explicit tiers.
Based on audit of shophero.com · Oct 7, 2026