AI Visibility
measured21/100
Emerging · in Document Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals51/100
Some gaps
Avg Prompt Score
73
across 28 prompts
AI Share of Voice
100%
across 12 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Document Generation
Composite = 60% coverage + 40% engine breadth, 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.
Executive summary
insightsoftware.com is a B2B CFO/finance software vendor with strong AI citation likelihood for evaluation-stage queries because it has a visible G2 presence and a Gartner Peer Insights profile. The biggest risk pattern is conversion-stage “pricing” and evaluation-stage “vs/alternatives” queries where AI needs crawlable, first-party comparison and pricing content; the site appears to rely on demos/promos rather than clearly crawlable tiered pricing.
Based on audit of insightsoftware.com · Jun 5, 2026