AI Visibility
measured15/100
Emerging · in AI-Assisted Development
measured from this brand's audit prompts
AEO Readiness
fundamentals74/100
Solid fundamentals
Avg Prompt Score
7
across 175 prompts
AI Share of Voice
0%
across 152 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI-Assisted Development
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 GitHub Copilot is visible in
3Executive summary
GitHub is highly likely to be cited by AI engines for evaluation-stage prompts like "What is the best version control hosting software?" and "How does GitHub compare to GitLab?" because it has strong third-party review authority (G2 + Gartner Peer Insights) and first-party comparison content on GitHub Resources. The single highest-ROI fix is to improve crawlable, structured pricing + evaluation Q&A (FAQPage/SoftwareApplication) so prompts like "How much does GitHub cost?" and "Is GitHub worth it for a mid-market team?" can be answered from GitHub-owned pages rather than only from third parties.
Based on audit of github.com · Apr 2, 2026