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✦ AI Visibility Report Summary

GitLab scores 61/100 in AI Visibility (Competitive). Category: Developer Tool. Mentioned in 9/15 prompts. AI Share of Voice: 45%. Sentiment: Neutral. 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

GitLab AI Visibility Analysis

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

AI Visibility Score

61/100

Competitive

Share of Voice: 45%

Mentions: 9/15

Tier: established

Platform Coverage

ChatGPT5 mentions
ClaudeNot found
Perplexity1 mentions
Gemini3 mentions

AI Visibility Signal Analysis

Entity Mention Frequency
66
Content Citability
56
Third-Party Authority
69
Structured Data
74
Content Freshness
57
Competitive Narrative
59

Competitor Recommendation Matrix

How GitLab ranks against competitors in AI recommendations.

#1RetoolPositive70
#2GitLabNeutral61
#3CircleCINeutral53
#4VercelPositive44

Prompts Analyzed

Buyer-intent prompts tested across 4 AI platforms.

1

"Best developer tools in 2026"

2

"Best code editor comparison"

3

"Best CI/CD platform for teams"

4

"Best API platform for developers"

5

"Best version control platform"

6

"Best developer productivity tools"

7

"Best testing framework comparison"

8

"Which developer tool has the best ecosystem?"

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What is AI Visibility? · AI Visibility Index