AI Visibility
measured25/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
27
across 196 prompts
AI Share of Voice
27%
across 196 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Developer Tools
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 SAP LeanIX is visible in
1Executive summary
leanix.net is a B2B enterprise architecture SaaS with strong AI-citation inputs from G2 (183 reviews, 4.5/5) and meaningful enterprise credibility via Gartner Peer Insights. The biggest AI citation risk is evaluation-stage “LeanIX vs competitor” and “LeanIX pricing” queries where first-party comparison/structured evaluation content and crawlable pricing schema are most likely to be missing or under-structured.
Based on audit of leanix.net · Jun 9, 2026