AI Visibility
measured30/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals62/100
Some gaps
Avg Prompt Score
4
across 542 prompts
AI Share of Voice
4%
across 542 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Data & Analytics
Composite = 60% coverage + 40% engine breadth, 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 Firebase A/B Testing is visible in
2Executive summary
firebase.google.com is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review authority (e.g., 301 G2 reviews at 4.5/5) and a publicly crawlable, tiered pricing page. The biggest citation risk is evaluation-stage “Firebase vs competitor” and “Firebase pricing” extraction from first-party comparison/structured evaluation content—there were no clear first-party comparison pages found in live search, so AI may rely on third-party sources instead of citing firebase.google.com directly.
Based on audit of firebase.google.com · Jun 9, 2026