AI Visibility
measured56/100
Frequently Cited
measured from this brand's audit prompts
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
54
across 16 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in its category
Composite = 60% coverage + 40% engine breadth, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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
Adeptia is a B2B integration/ETL SaaS brand with meaningful AI-citation signals from G2 (21 reviews, 4.2/5) and first-party pricing content that is crawlable. The biggest risk for AI citation is evaluation-stage coverage: you have G2/G2 Compare surfaces, but first-party evaluation assets (especially SoftwareApplication/FAQPage-style structured Q&A and robust comparison/alternatives pages) appear thin or not easily discoverable for AI crawlers.
Based on audit of adeptia.com · Aug 9, 2026