Thunderdome B2B SaaS AI Visibility Index

← Code Hosting & Collaboration ranking

Brand report · September 2026

GitLab GitLab: AI Visibility Report

gitlab.com ↗

When buyers ask ChatGPT, Claude, and Gemini about code hosting & collaboration, GitLab ranks #2 of 15, a Visibility Score of 79 in Code Hosting & Collaboration .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees GitLab

Owns code hosting in AI recommendations, nowhere else.

Where it wins. GitLab ranks first among 15 competitors in Code Hosting and Collaboration, with an 87.5% mention rate that puts it in nearly every AI-generated shortlist on the topic. That breadth of mention at the top slot is a genuinely strong signal.

Where it loses. First-pick selection sits at just 5.6%, meaning AI models surface GitLab constantly alongside GitHub and Bitbucket but rarely hand it the top endorsement when a buyer wants a single definitive answer. Outside this one category, GitLab registers no measurable AI visibility at all.

AI-generated analysis of the September 2026 measurements.

On message

How GitLab positions itself vs how AI ranks it

GitLab claims Code Hosting & Collaboration and the models back it: #2 of 15 there.

The pitch

"Finally, AI for the entire software lifecycle."

What AI actually says
In Code Hosting & Collaboration #2 of 15, claim holds

Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →

Code Hosting & Collaboration · #2 of 15

79 / 100 flat vs last month
88%
mention rate (72 answers)
2
avg. position
6%
first pick
20%
share of voice
79.6Jul 2026Jul 2026: 79.678.3Aug 2026Aug 2026: 78.379.3Sep 2026Sep 2026: 79.3
ChatGPT
88
Claude
83
Gemini
68

How the models portray GitLab

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

57% 16% 27%
endorsed · 95% band 45–69% listed caveated graded across 63 mentions in Code Hosting & Collaboration answers
Prompt themes GitLab would want to own

Share of each theme's answers that mention GitLab. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Budget & alternatives
4/9 · #1×4
Most co-mentioned competitors

Share of GitLab's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

GitHub
94%
Bitbucket
90%
Azure DevOps
41%
Gitea
8%
Forgejo
8%
AWS CodeCommit
8%

Head-to-head: GitLab vs GitHub

Scores are measured from real AI answers, refreshed monthly. Methodology.

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