[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/AIToolbox
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

74

Strong Presence

Avg Prompt Score

17

across 73 prompts

AI Share of Voice

0%

across 50 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
50 category
Cited0%0/50
Share of voice0%avg
Engine consensus—
Competitors—
Sentiment—no data
⚖️Evaluation
14 brand-level
Cited79%11/14
Share of voice79%avg
Engine consensus—
Competitors0.5avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited75%3/4
Share of voice75%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
5 brand-level
Cited80%4/5
Share of voice80%avg
Engine consensus—
Competitors0.3avg/cited
Sentiment—no data

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

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

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