AI Visibility Rankings · Infrastructure

Source code management platforms: AI search visibility ranking (2026)

How AI search engines rank source code management platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Source code management platforms used to host repositories, manage version control, review code, and coordinate modern software delivery workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Refreshed Jun 12, 2026

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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At a glance

Category leader GitHub 62% visibility · named in 5 of 8 AI answers

Most cited brand GitLab 25% citation rate · the AI's most-trusted source brand in source code management platforms

Top cited domain thectoclub.com Referenced by AI across the source code management platforms query set — the highest-leverage PR target in this category

Visibility spread 62pp Gap between top and bottom of the ranking · 17 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

GitHub leads the source code management category with a visibility score of 62.5%, compared to the category average of just 7.5%. GitLab sits second at 50.0% and Bitbucket third at 37.5%. Every other brand in the top 10, including Azure DevOps and AWS CodeCommit, scores exactly 0.0% visibility. This three-brand cliff is stark: the gap between rank 3 and rank 4 is 37.5 percentage points, meaning AI Mode effectively ignores 17 of the 20 tracked brands entirely.

The citation pattern reveals a split between being named and being trusted as a source. GitLab has a citation rate of 25.0%, which is higher than GitHub's 12.5%, despite GitHub having the higher visibility score. Bitbucket appears in 37.5% of responses but receives 0.0% citations, meaning AI Mode mentions it without ever linking to it. This divergence suggests Bitbucket is referenced as a named option but carries no source authority in the model's outputs.

The top cited sources in this category are predominantly third-party editorial and review sites: thectoclub.com, g2.com, thedigitalprojectmanager.com, aimultiple.com, and reliasoftware.com appear alongside reddit.com and linkedin.com. None of the vendor domains themselves appear in the top cited sources list. Google AI Mode is anchoring its responses on aggregator and comparison content rather than on official platform documentation, which explains why brand visibility and citation rates remain decoupled from domain authority.

Movers & shakers since last refresh

Biggest visibility risers

GitHub 0% → 62% · rank #0 → #1
+62pp
GitLab 0% → 50% · rank #0 → #2
+50pp
Bitbucket 0% → 38% · rank #0 → #3
+38pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	GitHub github.com	62%	12%	Google AI Mode
GitHub leads with 62.5% visibility, more than eight times the 7.5% category average, but its 12.5% citation rate trails GitLab's 25.0% despite the higher visibility score.
2	GitLab gitlab.com	50%	25%	Google AI Mode
GitLab holds the highest citation rate in the category at 25.0%, double GitHub's 12.5%, suggesting AI Mode treats GitLab content as a more trusted reference source than its visibility rank implies.
3	Bitbucket bitbucket.org	38%	0%	Google AI Mode
Bitbucket achieves 37.5% visibility but records a 0.0% citation rate, the sharpest named-versus-cited gap among all ranked brands, indicating it is mentioned but never sourced.
4	Azure DevOps azure.microsoft.com	0%	0%	Google AI Mode
Azure DevOps scores 0.0% on both visibility and citation despite being a major enterprise platform, placing it in a group of 17 brands with no measurable AI Mode presence.
5	AWS CodeCommit aws.amazon.com	0%	0%	Google AI Mode
AWS CodeCommit also records 0.0% visibility and 0.0% citation, matching Azure DevOps and confirming that hyperscaler-bundled SCM tools are absent from AI Mode responses in this category.
6	SourceForge sourceforge.net	0%	0%	Google AI Mode
7	Launchpad launchpad.net	0%	0%	Google AI Mode
8	Gitea gitea.com	0%	0%	Google AI Mode
9	Gerrit gerritcodereview.com	0%	0%	Google AI Mode
10	Perforce Helix Core perforce.com	0%	0%	Google AI Mode
11	Beanstalk beanstalkapp.com	0%	0%	Google AI Mode
12	Assembla assembla.com	0%	0%	Google AI Mode
13	Phabricator phacility.com	0%	0%	Google AI Mode
14	RhodeCode rhodecode.com	0%	0%	Google AI Mode
15	Codeberg codeberg.org	0%	0%	Google AI Mode
16	Apache Allura allura.apache.org	0%	0%	Google AI Mode
17	CodeCommit aws.amazon.com	0%	0%	Google AI Mode
18	Plastic SCM unity.com	0%	0%	Google AI Mode
19	Subversion apache.org	0%	0%	Google AI Mode
20	Mercurial mercurial-scm.org	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on source code management platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.

thectoclub.comaugmentcode.comreddit.comthedigitalprojectmanager.comg2.comreliasoftware.comlinkedin.comaimultiple.com

How to read this ranking

Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.

Visibility = being named

A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.

Citation rate = being trusted

Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.

Top engine differs by brand

The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.

Rankings move month to month

AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.

Get your own source code management platforms brand audited

The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.

Audit your source code management platforms brand → Browse all rankings Methodology →

Frequently asked about source code management platforms AI visibility

Who leads AI visibility in source code management platforms?

GitHub leads with 62.5% visibility and a composite score of 47.5, well ahead of GitLab at 50.0% visibility and Bitbucket at 37.5%. Every other tracked brand scores 0.0%.

Which brand is most cited by Google AI Mode in this category?

GitLab has the highest citation rate at 25.0%, ahead of GitHub at 12.5% and Bitbucket at 0.0%, even though GitHub has the higher visibility score.

What sources does Google AI Mode cite most for source code management research?

The top cited sources are third-party sites including thectoclub.com, g2.com, reddit.com, and aimultiple.com. No vendor domain appears in the top cited sources list.

How concentrated is AI visibility in this category?

Visibility is highly concentrated: only 3 of 20 tracked brands register any score, and the category average is just 7.5%, reflecting the near-total dominance of GitHub, GitLab, and Bitbucket.

Does Bitbucket get cited as a source by AI Mode?

No. Bitbucket appears in 37.5% of AI responses but records a 0.0% citation rate, meaning it is named as an option but never linked to as a trusted source.

Are enterprise SCM tools like Azure DevOps or AWS CodeCommit visible in Google AI Mode?

Neither Azure DevOps nor AWS CodeCommit registers any visibility or citation in this audit, both scoring 0.0% on every metric despite their market presence.