AI Visibility
measured18/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
98
across 19 prompts
AI Share of Voice
98%
across 19 prompts
Critical Issues
3
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.
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.
Sourcery is a B2B AI code review/security scanning SaaS with strong pricing clarity and solid third-party review presence (Capterra 4.8/5 from 16; G2 shows 4.4/5 with 720 reviews, though the accessible review page indicates limited branding features). The biggest AI-citation risk is evaluation-stage coverage: the site has a “Sourcery vs Competitors” link but no clearly crawlable first-party “[Sourcery] vs [Competitor]” comparison pages were found in live search, which reduces likelihood of being cited for “alternatives/compare” queries.
Based on audit of sourcery.ai · Oct 3, 2026