AI Visibility
measured40/100
Frequently Cited · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
6
across 537 prompts
AI Share of Voice
6%
across 537 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Healthcare IT
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 STARLIMS is visible in
2Executive summary
STARLIMS is a B2B LIMS/lab informatics vendor with strong AI-citation inputs from G2 (159 reviews, 4.5/5, Grid® leader). The biggest AI visibility risk is conversion-stage crawlability: STARLIMS does not appear to publish public, tiered pricing on its own site (pricing is framed as “pricing explained”/cost factors and demo-led), so AI engines struggle to cite pricing for “STARLIMS pricing” queries.
Based on audit of starlims.com · Oct 9, 2026