Measured · 2026-08-04

Who ChatGPT and Gemini recommend for CI/CD tools

We put 6 buyer questions about CI/CD tools to ChatGPT and Gemini. Only Jenkins was named in all 6 answers. Here is the full list, the pages the answers were built from, and what it means whether or not your product is on it.

Answers read
6
Products named
14
Top source
blog.jetbrains.com

Jenkins was the only CI/CD tool named in every answer we ran, a clean 6 of 6. On 2026-08-04 we put six ways of asking for the best CI/CD tool to ChatGPT and Gemini, gave each answer one live web search, and recorded every product named and every source domain behind it. This page is built from that measurement and nothing else.

Behind Jenkins, two tools tied at 5 of 6: CircleCI and GitHub Actions, each named in 83% of answers. GitLab CI/CD came next at 4 of 6 (67%). Then the drop is steep: Azure DevOps and Travis CI at 3 of 6 (50%) each, and everyone else at 2 of 6 or fewer. A buyer asking any of these six questions is very likely to hear Jenkins, CircleCI, and GitHub Actions before anything else.

How the shortlist changed from question to question

This is the part that should change how you think about being named. The six questions did not return one stable list. They returned overlapping but clearly different lists, from 3 names on the narrowest question to 7 on the widest, and the differences track the exact words in the query.

The bare "best ci/cd tools" question returned the widest list at 7 names, and it was the only question to name Codefresh (1 of 6, appearing nowhere else). The rest were the leaders: GitHub Actions, Jenkins, GitLab CI/CD, CircleCI, Travis CI, and Azure DevOps.

The "best free ci/cd tools" question changed the list the most. It named 6 tools, and three of them appear in this question and no other: Tekton, Drone, and the bare label "Travis," each 1 of 6. Just as striking, GitHub Actions and Azure DevOps both vanish from the free answer, even though GitHub Actions is named in 5 of the other answers. Ask about free, and the assistants swap hosted platforms for self-hosted open-source runners.

The "most affordable ci/cd tools" question returned the shortest list of all, just 3 names: GitHub Actions, GitLab CI, and Jenkins. Only Jenkins carries over from the free list. Free surfaced tools you host yourself (Tekton, Drone); affordable surfaced hosted tools with cheap tiers (GitHub Actions, GitLab CI). Same budget intent, two different shortlists.

The symmetry is worth a pause. The two 5-of-6 tools each miss exactly one question, and in both cases it is a budget one. CircleCI is named everywhere except "most affordable." GitHub Actions is named everywhere except "best free." Neither gap reads as a quality judgment; it is about which pages the search pulled for that exact phrasing.

Two more tools owe their entire presence to a single question. TeamCity (1 of 6) shows up only in "best ci/cd tools for small teams." Northflank and Harness (1 of 6 each) show up only in "ci/cd tools recommendations." Reword the question and those three names disappear from the results completely.

One label wrinkle, which we keep visible rather than smooth over: the same brand appears under two names. GitLab is "GitLab CI/CD" in 4 answers and the shorter "GitLab CI" in 2, and the short label lands in the budget-flavored questions (small teams and most affordable). Travis is "Travis CI" in 3 answers and bare "Travis" in the free one. We keep both labels on their own rows and do not add them into a combined total the measurement never showed.

The source map: which pages fed the answers

Three domains fed all six answers: reddit.com, blog.jetbrains.com, and orca.security, each cited in 6 of 6. That trio is the spine of every answer, one community forum and two vendor-run roundups.

Community threads carried a lot of the weight. Reddit was in 6 of 6, Quora in 4 of 6, and Stack Overflow, Facebook, and YouTube in 1 of 6 each. Roundup and vendor-blog pages did the rest: octopus.com in 4 of 6, atlassian.com and github.com in 3 of 6, then a tail of single-appearance sites (dev.to, thectoclub.com, lumenalta.com, incredibuild.com) at 1 each. Sixteen domains in total fed the six answers.

Classic review directories did not appear at all. Across all six answers there was no G2, no Capterra, no TrustRadius, no GetApp. For CI/CD tools, the assistants leaned on Reddit and vendor roundups, not the software-directory sites that many vendors pour budget into.

Here is the sharpest finding. A vendor's own domain fed an answer and its product was named in that same answer. In "ci/cd tools recommendations," northflank.com was one of the cited sources and Northflank was named (1 of 6). That same answer named Harness, and harness.io was a cited source in the measurement too. Northflank and Harness are not household CI/CD names, and they got a mention because their own published pages sat in the retrieval set. GitHub's own domain (github.com, 3 of 6) backs GitHub Actions the same way.

The counter-example matters just as much. atlassian.com was cited in 3 of 6 answers, yet no Atlassian CI/CD product (Bitbucket Pipelines or Bamboo) was named in any of the six. Getting your domain into the sources is not the same as getting your product named. Atlassian's pages fed the answers as roundups; the product still did not make a shortlist.

What we would do if we sold a CI/CD tool

If we sold a CI/CD tool, we would not try to out-market the category to get named; we would target these exact 16 source domains. Being in the Reddit and Quora threads, in the JetBrains, Orca, and Octopus roundups, and publishing one genuinely useful page on our own domain is what put Northflank and Harness into an answer at 1 of 6. The source list decides who gets named, and the source list is short and knowable.

Notice what raw size did not buy. Atlassian is far larger than Northflank, had its domain cited 3 times to Northflank's 2, and still did not get its product named in any of the 6 answers. So the work is specific: get onto the pages the assistants actually pull for your category, on the exact phrasings buyers use, because the "free" query and the "affordable" query pulled different pages.

Where Glotier fits, honestly

Glotier does not sell a CI/CD tool, so we are correctly absent from all 6 of these answers, and we are not going to pretend otherwise. But what you just read is the measurement, and it is exactly what we run for a customer's own category: the same six-question fan-out, the same named-product counts, the same source map that shows which pages to go win.

If CI/CD tools were your category, this is the report we would want in front of your marketing team every week: 14 products ranked, 16 source domains mapped, across 6 buyer questions. The check is free, no account, and about a minute to run for your own category.

The full list, counted

Counts are exactly as measured. GitLab and Travis each appear under two labels and stay on separate rows.

ProductNamed inShare
Jenkins6 of 6100%
CircleCI5 of 683%
GitHub Actions5 of 683%
GitLab CI/CD4 of 667%
Azure DevOps3 of 650%
Travis CI3 of 650%
GitLab CI2 of 633%
Codefresh1 of 617%
Drone1 of 617%

Four more tools were each named in 1 of 6 (17%): Harness, Northflank, TeamCity, and Tekton, plus the bare "Travis" label noted above.

The questions we asked

One live web search per question, put to serper+or:chatgpt,gemini on 2026-08-04. 6 of 6 came back with an answer we could read. Whether a product was named is decided by looking for it in the answer text, not by asking a model for its opinion.

  1. best ci/cd tools
  2. best ci/cd tools for small teams
  3. what ci/cd tools should I use
  4. best free ci/cd tools
  5. most affordable ci/cd tools
  6. ci/cd tools recommendations

Questions people ask

Which CI/CD tool do ChatGPT and Gemini name most often?
Jenkins, named in all 6 of 6 buyer questions we ran (100%). CircleCI and GitHub Actions tied next at 5 of 6 (83% each), and GitLab CI/CD followed at 4 of 6 (67%).
What is the best free CI/CD tool according to AI?
For the "best free ci/cd tools" question, ChatGPT and Gemini named Jenkins, Tekton, Drone, CircleCI, GitLab CI/CD, and Travis. Tekton and Drone appeared only in this question, and GitHub Actions was absent from the free answer despite being named in 5 of 6 questions overall.
What is the most affordable CI/CD tool according to AI?
The "most affordable ci/cd tools" question returned the shortest list of the six, just 3 names: GitHub Actions, GitLab CI, and Jenkins. Only Jenkins also showed up in the "best free" answer, which pulled a different set of open-source, self-hosted tools.
Do review sites like G2 and Capterra influence which CI/CD tools AI recommends?
Not in this measurement. No G2, Capterra, TrustRadius, or GetApp appeared in any of the 6 answers. The three domains cited in all 6 were reddit.com, blog.jetbrains.com, and orca.security, with Quora in 4 of 6. Community threads and vendor roundups did the work, not directories.
How does a lesser-known CI/CD tool get named by AI?
By being in the sources the assistants pull. Northflank and Harness were each named in 1 of 6 answers, and their own domains (northflank.com, harness.io) were in the cited sources. Size alone did not do it: atlassian.com was cited in 3 of 6 answers, yet no Atlassian CI/CD product was named in any of the six.

Do you sell in CI/CD tools? Find out whether you are in that list.

Paste your domain and watch the same run happen for your own buyer questions: which of the three assistants names you, who gets named instead, and the exact pages those answers were built from. Free, no card, no account for the first check.

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For reference, Jenkins was named in 6 of the 6 answers we read.

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