AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
100
across 16 prompts
AI Share of Voice
100%
across 16 prompts
Critical Issues
7
critical + high
How AI Visibility breaks down
in AI Infrastructure
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.
Truewind is a B2B AI accounting/close automation SaaS with strong direct positioning for month-end close and reconciliation, but AI citation readiness is constrained by thin/unclear review volume on G2 and missing evidence of first-party evaluation assets (notably SoftwareApplication/FAQPage structured data and crawlable pricing details). The single highest-ROI fix is to publish/ensure crawlable first-party evaluation content that directly answers the evaluation prompts (especially the exact “How does Truewind compare to Pilot/Baker Tilly/Zeni/QuickBooks Live Bookkeeping/TaxValet?” queries) with schema and indexable comparison/pricing blocks.
Based on audit of truewind.ai · Oct 9, 2026