AI Visibility
measured18/100
Emerging · in Office & Productivity
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
8
across 207 prompts
AI Share of Voice
8%
across 207 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Office & Productivity
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 marketbetter is visible in
2Executive summary
marketbetter.ai has strong B2B citation signals for evaluation-stage queries via G2 (4.9/5 with 30 reviews) and first-party pricing + FAQ content that AI can quote. The biggest risk is conversion-stage citation reliability: the site’s /pricing URL appears to redirect to the homepage, which can prevent AI engines from reading tiered pricing details consistently.
Based on audit of marketbetter.ai · Jun 8, 2026