AI Visibility
measured34/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
100
across 44 prompts
AI Share of Voice
100%
across 44 prompts
Critical Issues
5
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 Graphite is visible in
1Executive summary
graphite.dev (Graphite AI code review) is a B2B SaaS with meaningful third-party visibility (LinkedIn + Reddit + pricing published), but it is currently unlikely to be cited for evaluation-stage “shortlist” queries because it has 0 G2 reviews and no clear first-party “[Brand] vs [Competitor]” comparison surfaces found. Highest-ROI fix: publish/ensure crawlable first-party evaluation pages (especially “[Graphite] vs [Competitor]” and “alternatives” style pages) and add/verify SoftwareApplication + FAQPage structured data on those pages so AI engines can cite Graphite directly during comparison and pricing evaluation.
Based on audit of graphite.dev · Aug 30, 2026