AI Visibility
measured18/100
Emerging · in Customer Data Platform
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals69/100
Solid fundamentals
Avg Prompt Score
2
across 172 prompts
AI Share of Voice
2%
across 172 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Customer Data Platform
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 dbt is visible in
1Executive summary
getdbt.com (dbt Labs / dbt Cloud) is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (209 reviews, 4.7/5, Grid leader) and meaningful secondary review authority (TrustRadius 70 reviews, 9.2/10). The single highest-ROI fix is to add/verify B2B SoftwareApplication + FAQPage structured data (and ensure it’s crawlable) so AI engines can cite first-party “what/pricing/integrations” answers instead of relying mostly on third-party review sources.
Based on audit of getdbt.com · Oct 2, 2026