AI Visibility
measured16/100
Emerging · in Customer Service & Support
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
8
across 173 prompts
AI Share of Voice
8%
across 173 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Customer Service & Support
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 Mindsmith is visible in
2Executive summary
Mindsmith.ai has meaningful B2B AI visibility signals via G2 (23 reviews) and strong first-party pricing/case-study content with specific ROI metrics (e.g., 4 weeks to a couple of days; ~10x efficiency). The biggest risk to being cited in evaluation-stage “best/alternatives” and conversion-stage “pricing” answers is missing/unclear structured data + technical AI-crawl readiness signals (e.g., no confirmed SoftwareApplication/FAQPage/robots/llms.txt visibility from live checks).
Based on audit of mindsmith.ai · Sep 29, 2026