AI Visibility
measured16/100
Emerging · in Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
2
across 682 prompts
AI Share of Voice
2%
across 682 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Marketing
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 Lumanu is visible in
3Executive summary
Lumanu is a B2B payments/compliance platform with strong AI-citation signals from G2 and active evaluation content (e.g., first-party “Lumanu vs Stripe” and “Tipalti alternatives” pages). The biggest risk for AI shortlists is missing/unclear enterprise analyst coverage (Gartner/Forrester/IDC) and likely gaps in machine-readable structured data (SoftwareApplication/FAQPage/aggregate ratings) and AI-crawler directives (llms.txt/robots.txt verification).
Based on audit of lumanu.com · Sep 29, 2026