AI Visibility
measured49/100
Frequently Cited · in Data Warehouse
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals9/100
Weak fundamentals
Avg Prompt Score
48
across 253 prompts
AI Share of Voice
48%
across 253 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Data Warehouse
Composite = 60% coverage + 40% engine breadth, 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 ClickHouse is visible in
1Executive summary
ClickHouse is already strongly positioned for AI citation in evaluation/trust queries via third-party review ecosystems (e.g., G2 shows 23 reviews for ClickHouse). The highest-ROI fix is to ensure clickhouse.tech has crawlable, first-party evaluation content for comparison/pricing intent (especially SoftwareApplication/FAQPage + indexed “ClickHouse vs competitor” style pages), because that’s the query pattern most likely to be missing or only partially supported by first-party pages.
Based on audit of clickhouse.tech · May 20, 2026