AI Visibility
measured34/100
Emerging · in Product Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
12
across 316 prompts
AI Share of Voice
12%
across 316 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Product Analytics
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.
Smartlook is a B2B web/mobile analytics (session replay, heatmaps, funnels) vendor with strong third-party review visibility (e.g., 874 G2 reviews and 4.6/5 on G2) and a Gartner Peer Insights profile (18 ratings, 3.9). The biggest AI-citation risk is conversion-stage crawlability: Smartlook’s homepage now emphasizes end-of-sale/timeline and may reduce “pricing/cost” citation confidence unless pricing pages are clearly crawlable and structured for AI.
Based on audit of smartlook.com · Sep 28, 2026