AI Visibility
measured45/100
Frequently Cited · in Digital Advertising
measured from this brand's audit prompts
AEO Readiness
fundamentals48/100
Some gaps
Avg Prompt Score
8
across 145 prompts
AI Share of Voice
8%
across 145 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Digital Advertising
Composite = 60% coverage + 40% engine breadth, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 AdLabs is visible in
1Executive summary
AdLabs is a B2B Amazon PPC software platform and already has strong conversion-stage crawlable pricing plus first-party comparison pages (e.g., AdLabs vs Pacvue/Teikametrics). The biggest AI-citation risk is evaluation-stage “best/alternatives” discovery where models typically rely on G2/TrustRadius/Reddit/structured product schemas—your G2/TrustRadius/Gartner presence is not verifiably strong from live signals, and structured-data signals (SoftwareApplication/FAQPage) appear missing or not discoverable.
Based on audit of adlabs.app · Aug 10, 2026