AI Visibility
measured18/100
Emerging · in ERP & Supply Chain
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals28/100
Weak fundamentals
Avg Prompt Score
20
across 15 prompts
AI Share of Voice
20%
across 15 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in ERP & Supply Chain
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.
Executive summary
TantraMinds is a B2B invoice/AP automation software brand, but AI citation readiness is weak because it has effectively zero review signal on G2 (0 ratings shown for its G2 listing) and no evidence of first-party comparison pages or crawlable pricing. The single highest-ROI fix is to publish SSR-crawlable, tiered pricing plus first-party evaluation pages that directly answer the comparison prompts (e.g., "How does TantraMinds compare to Yooz?" and "How does TantraMinds compare to Tipalti?").
Based on audit of tantraminds.com · Aug 30, 2026