AI Visibility
measured42/100
Frequently Cited · in ETL & Data Integration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals67/100
Solid fundamentals
Avg Prompt Score
97
across 177 prompts
AI Share of Voice
100%
across 161 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in ETL & Data Integration
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.
Executive summary
SnapLogic is very likely to be cited by AI engines for iPaaS/integration evaluation queries because it has strong third-party review presence (e.g., G2 seller page shows 398 reviews) and enterprise analyst/peer signals (Gartner Peer Insights review page exists). The single highest-ROI fix is to strengthen first-party evaluation surfaces for AI (especially SoftwareApplication/FAQPage structured data and ensuring pricing + comparison content is fully crawlable/SSR), because AI engines need crawlable, self-contained pages to cite for “vs/alternatives/pricing” prompts.
Based on audit of snaplogic.com · May 7, 2026