AI Visibility
measured19/100
Emerging · in LLMOps Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
100
across 15 prompts
AI Share of Voice
100%
across 15 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in LLMOps Platforms
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 Lamini is visible in
1Executive summary
Lamini.ai is a B2B enterprise LLM platform, but it is currently unlikely to be cited reliably for evaluation-stage queries like “alternatives to Lamini” and “Lamini reviews” because it has 0 G2 reviews and no visible first-party comparison/pricing crawl signals. The single highest-ROI fix is to publish/ensure crawlable first-party evaluation content (especially “[Lamini] vs [Competitor]” and pricing) and to close the G2 review/profile visibility gap so AI engines can shortlist it.
Based on audit of lamini.ai · Oct 2, 2026