AI Visibility
measured47/100
Frequently Cited · in Applicant Tracking
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
93
across 83 prompts
AI Share of Voice
100%
across 66 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Applicant Tracking
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.
Executive summary
Codility is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review presence on G2 (900+ reviews) and first-party comparison content (e.g., Codility vs Coderbyte, Codility vs CodeSignal) plus publicly crawlable pricing. The single highest-ROI fix is to strengthen structured data for B2B evaluation (SoftwareApplication + FAQPage for pricing/integrations/fit queries) so AI engines can cite Codility directly for “what is / pricing / integrations” answers without relying as much on G2.
Based on audit of codility.com · Aug 29, 2026