AI Visibility
measured41/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals62/100
Some gaps
Avg Prompt Score
100
across 32 prompts
AI Share of Voice
100%
across 32 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Developer Tools
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 DeepSource is visible in
1Brand overview
DeepSource is a B2B AI code review/SAST platform and is already well-positioned for AI citations via strong first-party evaluation content (e.g., DeepSource vs SonarQube) and a crawlable, tiered pricing page. The biggest remaining risk for AI engines is Structured Data: no evidence was found (via search) of SoftwareApplication/FAQPage/aggregateRating markup, which limits rich evaluation answers for queries like “DeepSource pricing” and “DeepSource vs SonarQube.”
Based on audit of deepsource.io · Sep 20, 2026