AI Visibility
measured19/100
Emerging · in Account-Based Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals57/100
Some gaps
Avg Prompt Score
5
across 292 prompts
AI Share of Voice
5%
across 292 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Account-Based Marketing
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 Userled is visible in
2Executive summary
userled.io is a B2B ABM/AI activation platform with strong AI-citation inputs from G2 and Gartner Peer Insights (G2 seller page shows 35 reviews). The biggest risk for AI engines is conversion-stage citation from first-party pages: pricing and structured evaluation content (SoftwareApplication/FAQPage) appear not to be reliably crawlable/structured for AI, so models may fall back to G2/Gartner instead of citing userled.io directly.
Based on audit of userled.io · Jun 8, 2026