AI Visibility
measured16/100
Emerging · in Finance
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
13
across 103 prompts
AI Share of Voice
4%
across 89 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Finance
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.
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.
Kashoo is a B2B accounting SaaS with strong third-party review visibility (e.g., 162 reviews on G2 with a 4.5/5 rating) and a crawlable, transparent pricing surface (shows $0 start + 14-day free trial and included features). The biggest AI-citation risk is evaluation-stage “brand vs competitor” coverage: there’s evidence of competitor comparison content (e.g., QuickBooks alternatives) but no clear first-party “[Kashoo] vs [Competitor]” comparison page structure found, which limits citation for high-intent evaluation queries.
Based on audit of kashoo.com · Oct 9, 2026