AI Visibility
measured22/100
Emerging · in Content & Knowledge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
69
across 20 prompts
AI Share of Voice
100%
across 4 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Content & Knowledge
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
Lumivero is a B2B software brand with strong AI-citation trust signals from G2 (241 Lumivero reviews; 4.2/5) and meaningful LinkedIn authority (26.8k+ followers). The biggest AI-visibility risk is evaluation-stage citation: while Lumivero has first-party comparison content (e.g., MAXQDA vs NVivo updated July 6, 2026), the site does not clearly surface crawlable, brand-led “[Lumivero] vs [Competitor]” evaluation pages and crawlable pricing for all products (some pages emphasize “contact sales/demo”).
Based on audit of lumivero.com · Sep 30, 2026