AI Visibility
measured18/100
Emerging · in Digital Advertising
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
35
across 204 prompts
AI Share of Voice
35%
across 204 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Digital Advertising
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 Fluency is visible in
2Executive summary
Fluency is strongly positioned for AI citation on evaluation-stage queries because it has a large, high-rated G2 profile (307 reviews, 4.3★) and active first-party comparison content (e.g., Fluency vs. Skai on its domain). The biggest AI citation risk is conversion-stage queries—especially “How much does Fluency cost?”—because Fluency’s pricing model appears to be consultation-based rather than showing crawlable, specific tiers/prices.
Based on audit of fluency.inc · Oct 9, 2026