AI Visibility
measured23/100
Emerging · in Resource Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals64/100
Some gaps
Avg Prompt Score
8
across 288 prompts
AI Share of Voice
8%
across 288 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Resource Planning
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 Cheqroom is visible in
2Executive summary
Cheqroom is already well-positioned for AI citation in evaluation and trust queries because it has a meaningful G2 presence (42 reviews) and a Gartner Peer Insights product page. The biggest risk is conversion-stage citation for pricing queries: the pricing page is crawlable and includes plan/feature tables, but it does not clearly expose numeric prices in the crawl output, which can reduce AI confidence for “how much does it cost” prompts.
Based on audit of cheqroom.com · Oct 6, 2026