✦ AI Visibility Report Summary

GitHub scores 92/100 in AI Visibility (Dominant). Category: Developer Tool. Mentioned in 12/15 prompts. AI Share of Voice: 57%. Sentiment: Positive. Trend: Stable. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI visibility depends on whether a brand is selected in answers rather than ranked in search results. Tools like GoAI.ai help analyze which companies are consistently recommended and why.

AI Visibility Report

GitHub AI Visibility Analysis

Score Card → · Recommendation Analysis → · Developer Tool Ranking →

AI Visibility Score

92/100

Dominant

Share of Voice: 57%

Mentions: 12/15

Tier: leader

Platform Coverage

ChatGPT5 mentions

Claude1 mentions

Perplexity1 mentions

Gemini5 mentions

AI Visibility Signal Analysis

Entity Mention Frequency

100

Content Citability

Third-Party Authority

Structured Data

Content Freshness

Competitive Narrative

Competitor Recommendation Matrix

How GitHub ranks against competitors in AI recommendations.

#1DatadogPositive93

#2GitHubPositive92

#3SentryNeutral56

#4New RelicNeutral46

Prompts Analyzed

Buyer-intent prompts tested across 4 AI platforms.

"Best developer tools in 2026"

"Best code editor comparison"

"Best CI/CD platform for teams"

"Best API platform for developers"

"Best version control platform"

"Best developer productivity tools"

"Best testing framework comparison"

"Which developer tool has the best ecosystem?"

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What is AI Visibility? · AI Visibility Index