AI Visibility
measured35/100
Emerging · in ETL & Data Integration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
23
across 197 prompts
AI Share of Voice
23%
across 197 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in ETL & Data Integration
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.
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.
dbload.com (DBLoad / Data Loader) is a B2B database migration/data loading tool with some strong AI-citation inputs from G2 (15 reviews, 4.3/5). The biggest risk for AI engines is evaluation-stage citation: dbload.com lacks first-party, brand-led “Data Loader vs [competitor]” comparison pages and has no visible SoftwareApplication/structured-data signals, so models will default to third-party sources.
Based on audit of dbload.com · Sep 30, 2026