AI Visibility
measured18/100
Emerging · in AI Applications
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
8
across 321 prompts
AI Share of Voice
8%
across 321 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI Applications
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 Testlify is visible in
2Executive summary
Testlify is a B2B talent assessment SaaS with strong AI-citation inputs from G2 (hundreds of reviews) and publicly crawlable pricing with explicit tiers. The biggest risk for AI shortlists is evaluation-stage citation: while Testlify has first-party alternatives/comparison content, there’s no clear evidence (from live checks) of SoftwareApplication schema/aggregateRating on product pages, which limits rich evaluation answers.
Based on audit of testlify.com · Oct 8, 2026