AI Visibility
measured46/100
Frequently Cited · in Answer Engine Optimization (AEO)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
8
across 386 prompts
AI Share of Voice
8%
across 386 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Answer Engine Optimization (AEO)
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 WordLift is visible in
3Executive summary
WordLift is already strongly positioned for AI citation on evaluation and conversion prompts because it has a crawlable, tiered pricing page and a strong G2 presence (41 reviews, 4.7★). The biggest risk is evaluation-stage comparison citation: there is no clear evidence of first-party, indexed “[WordLift] vs Yoast/Semrush” pages, so AI engines may rely on third-party comparisons instead of citing WordLift directly.
Based on audit of wordlift.io · Oct 9, 2026