AI Visibility
measured63/100
Frequently Cited · in AI Coding
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals62/100
Some gaps
Avg Prompt Score
31
across 447 prompts
AI Share of Voice
31%
across 447 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in AI Coding
Composite = 60% coverage + 40% engine breadth, 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 Claude Code is visible in
2Executive summary
Claude is highly likely to be cited by AI engines for evaluation and trust queries because it has strong enterprise review authority (Gartner Peer Insights) and substantial customer-story coverage. The biggest citation risk is conversion-stage evaluation queries that require crawlable, schema-rich first-party surfaces (especially SoftwareApplication/FAQPage and comparison/pricing context); the single highest-ROI fix is to ensure pricing + product pages expose complete structured data and are consistently crawlable/SSR for AI bots.
Based on audit of claude.com · Jun 15, 2026