AI Visibility
measured26/100
Emerging · in Data Warehouse
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
14
across 175 prompts
AI Share of Voice
14%
across 175 prompts
Critical Issues
5
critical + high
Shortlist Position
3/80
Not Visible · Data Warehouse Discovery
How AI Visibility breaks down
in Data Warehouse
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 SingleStore is visible in
1Your visibility gap
SingleStore surfaces in 3/80 Data Warehouse discovery prompts. Claim this profile to see which 77 prompts you're missing and how to win them.
Executive summary
SingleStore has solid B2B AI citation signals for discovery-style queries (e.g., real-time data warehousing and cloud data warehousing) and strong third-party review presence (G2 + TrustRadius + Capterra). The biggest citation gap is evaluation-stage coverage for high-intent buyer questions like “best data warehouse software for startups” and “top data warehouse tools for enterprise companies,” which typically require first-party, segment-specific “how to choose” and “for X” pages that AI can quote.
Based on audit of singlestore.com · Sep 1, 2026