AI Index / CI/CD tools

Best CI/CD tools

What AI assistants actually recommend when buyers ask about ci/cd tools — measured weekly across 4 engines, published as open data.

Updated 2026-08-02 · 56 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly56 samples4 enginesmethodology

Sample: 56 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (56 answers)

What is the best ci/cd tools?

Across 56 sampled AI answers from 4 engines, GitLab is recommended most often — appearing in 82.1% of recommendations, followed by CircleCI (76.8%) and GitLab CI/CD (69.6%).

This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
GitLab

gitlab.com

Best for: AI recommends GitLab most when buyers ask best CI/CD tools for modern software development teams (100% of those answers)

82.1%

95% CI 70.290%

46 mentions · avg pos 5

first pick 6.5%

GEMINI 85.7%CHATGPT 85.7%CLAUDE 100%PERPLEXITY 71.4%
Claim
2
CircleCI

circleci.com

Best for: AI recommends CircleCI most when buyers ask best CI/CD tools for modern software development teams (100% of those answers)

76.8%

95% CI 64.285.9%

43 mentions · avg pos 9.2

first pick 4.7%

GEMINI 85.7%CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 61.9%
Claim
3
GitLab CI/CD

Best for: AI recommends GitLab CI/CD most when buyers ask best continuous integration and deployment platforms for small dev teams (100% of those answers)

69.6%

95% CI 56.780.1%

39 mentions · avg pos 5.6

first pick 2.6%

GEMINI 85.7%CHATGPT 28.6%CLAUDE 85.7%PERPLEXITY 61.9%
Claim
4
Jenkins

jenkins.io

Best for: AI recommends Jenkins most when buyers ask best CI/CD tools for modern software development teams (100% of those answers)

67.9%

95% CI 54.878.6%

38 mentions · avg pos 8

first pick 26.3%

GEMINI 81%CHATGPT 57.1%CLAUDE 57.1%PERPLEXITY 61.9%
Claim
5
Kubernetes

kubernetes.io

Best for: AI recommends Kubernetes most when buyers ask how do I set up a CI/CD pipeline for a containerized Node.js application (100% of those answers)

53.6%

95% CI 40.766%

30 mentions · avg pos 13.5

first pick 0%

GEMINI 61.9%CHATGPT 85.7%CLAUDE 42.9%PERPLEXITY 38.1%
Claim
6
Docker

docker.com

Best for: AI recommends Docker most when buyers ask how do I set up a CI/CD pipeline for a containerized Node.js application (100% of those answers)

51.8%

95% CI 3964.3%

29 mentions · avg pos 7.5

first pick 0%

GEMINI 71.4%CHATGPT 71.4%CLAUDE 71.4%PERPLEXITY 19%
Claim
7
TeamCity

jetbrains.com

Best for: AI recommends TeamCity most when buyers ask best CI/CD tools for modern software development teams (75% of those answers)

28.6%

95% CI 18.441.5%

16 mentions · avg pos 5.7

first pick 12.5%

GEMINI 38.1%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 19%
Claim
8
Azure DevOps

Best for: AI recommends Azure DevOps most when buyers ask best CI/CD tools for modern software development teams (75% of those answers)

28.6%

95% CI 18.441.5%

16 mentions · avg pos 14.6

first pick 0%

GEMINI 38.1%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
9
Git

git-scm.com

Best for: AI recommends Git most when buyers ask how do I set up a CI/CD pipeline for a containerized Node.js application (62.5% of those answers)

26.8%

95% CI 1739.6%

15 mentions · avg pos 11.2

first pick 0%

GEMINI 33.3%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
10
Bitbucket Pipelines

bitbucket.org

Best for: AI recommends Bitbucket Pipelines most when buyers ask best continuous integration and deployment platforms for small dev teams (62.5% of those answers)

17.9%

95% CI 1029.8%

10 mentions · avg pos 8.4

first pick 0%

GEMINI 19%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
11
Travis CI

travis-ci.com

Best for: AI recommends Travis CI most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (50% of those answers)

17.9%

95% CI 1029.8%

10 mentions · avg pos 8.6

first pick 10%

GEMINI 28.6%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
12
Harness

Best for: AI recommends Harness most when buyers ask best CI/CD tools for modern software development teams (62.5% of those answers)

17.9%

95% CI 1029.8%

10 mentions · avg pos 15.4

first pick 0%

GEMINI 23.8%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 4.8%
Claim
13
GoCD

Best for: AI recommends GoCD most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (75% of those answers)

16.1%

95% CI 8.727.8%

9 mentions · avg pos 5.3

first pick 0%

GEMINI 23.8%CHATGPT 14.3%PERPLEXITY 14.3%
Claim
14
Buildkite

buildkite.com

Best for: AI recommends Buildkite most when buyers ask which CI/CD platform has the best support for monorepo builds (87.5% of those answers)

16.1%

95% CI 8.727.8%

9 mentions · avg pos 6.4

first pick 22.2%

GEMINI 4.8%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 19%
Claim
15
Playwright

Best for: AI recommends Playwright most when buyers ask what should I use to automate testing and deployment for my web app (100% of those answers)

16.1%

95% CI 8.727.8%

9 mentions · avg pos 9.1

first pick 22.2%

GEMINI 19%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
16
Cypress

cypress.io

Best for: AI recommends Cypress most when buyers ask what should I use to automate testing and deployment for my web app (87.5% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 10

first pick 25%

GEMINI 19%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
17
Docker Hub

hub.docker.com

Best for: AI recommends Docker Hub most when buyers ask how do I set up a CI/CD pipeline for a containerized Node.js application (100% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 11.8

first pick 0%

GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
18
Selenium

Best for: AI recommends Selenium most when buyers ask what should I use to automate testing and deployment for my web app (87.5% of those answers)

12.5%

95% CI 6.223.6%

7 mentions · avg pos 4.5

first pick 28.6%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
19
Semaphore

Best for: AI recommends Semaphore most when buyers ask which CI/CD platform has the best support for monorepo builds (37.5% of those answers)

12.5%

95% CI 6.223.6%

7 mentions · avg pos 4.9

first pick 28.6%

GEMINI 4.8%PERPLEXITY 28.6%
Claim
20
Drone

Best for: AI recommends Drone most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (75% of those answers)

12.5%

95% CI 6.223.6%

7 mentions · avg pos 9.6

first pick 0%

GEMINI 9.5%CHATGPT 28.6%PERPLEXITY 14.3%
Claim
21
Jest

Best for: AI recommends Jest most when buyers ask what should I use to automate testing and deployment for my web app (62.5% of those answers)

10.7%

95% CI 521.5%

6 mentions · avg pos 11.5

first pick 0%

GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
22
AWS

aws.amazon.com

10.7%

95% CI 521.5%

6 mentions · avg pos 17

first pick 0%

GEMINI 19%PERPLEXITY 9.5%
Claim
23
Concourse

concourse-ci.org

Best for: AI recommends Concourse most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (62.5% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 6.5

first pick 0%

GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 9.5%
Claim
24
Tekton

Best for: AI recommends Tekton most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (50% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 8.4

first pick 0%

GEMINI 4.8%CHATGPT 14.3%PERPLEXITY 14.3%
Claim
25
Octopus Deploy

octopus.com

Best for: AI recommends Octopus Deploy most when buyers ask best CI/CD tools for modern software development teams (37.5% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 10

first pick 0%

GEMINI 4.8%PERPLEXITY 19%
Claim
26
Render

render.com

8.9%

95% CI 3.919.3%

5 mentions · avg pos 11.5

first pick 0%

CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 9.5%
Claim
27
Turborepo

turbo.build

Best for: AI recommends Turborepo most when buyers ask which CI/CD platform has the best support for monorepo builds (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 7.8

first pick 0%

GEMINI 14.3%CHATGPT 14.3%
Claim
28
Vercel

vercel.com

Best for: AI recommends Vercel most when buyers ask what should I use to automate testing and deployment for my web app (37.5% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 9.5

first pick 0%

GEMINI 4.8%CHATGPT 28.6%CLAUDE 14.3%
Claim
29
Netlify

netlify.com

Best for: AI recommends Netlify most when buyers ask what should I use to automate testing and deployment for my web app (37.5% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 9.8

first pick 0%

GEMINI 4.8%CHATGPT 28.6%CLAUDE 14.3%
Claim
30
Railway

railway.app

7.1%

95% CI 2.817%

4 mentions · avg pos 14.3

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
31
pytest

Best for: AI recommends pytest most when buyers ask what should I use to automate testing and deployment for my web app (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 16

first pick 0%

GEMINI 9.5%CHATGPT 14.3%CLAUDE 14.3%
Claim
32
JUnit

Best for: AI recommends JUnit most when buyers ask what should I use to automate testing and deployment for my web app (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 16.8

first pick 0%

GEMINI 9.5%CHATGPT 14.3%CLAUDE 14.3%
Claim
33
Postman

postman.com

Best for: AI recommends Postman most when buyers ask what should I use to automate testing and deployment for my web app (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 17

first pick 0%

GEMINI 4.8%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
34
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask best continuous integration and deployment platforms for small dev teams (50% of those answers)

7.1%

95% CI 2.817%

4 mentions

first pick 0%

PERPLEXITY 19%
Claim
35
Mocha

5.4%

95% CI 1.814.6%

3 mentions · avg pos 7

first pick 0%

GEMINI 9.5%CLAUDE 14.3%
Claim
36
Northflank

northflank.com

Best for: AI recommends Northflank most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (37.5% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 7

first pick 0%

CLAUDE 14.3%PERPLEXITY 9.5%
Claim
37
Buildbot

Best for: AI recommends Buildbot most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (37.5% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 8.3

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
38
TestCafe

Best for: AI recommends TestCafe most when buyers ask what should I use to automate testing and deployment for my web app (37.5% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 10

first pick 0%

GEMINI 14.3%
Claim
39
Fly.io

fly.io

5.4%

95% CI 1.814.6%

3 mentions · avg pos 14.3

first pick 0%

CHATGPT 14.3%CLAUDE 28.6%
Claim
40
Vitest

Best for: AI recommends Vitest most when buyers ask what should I use to automate testing and deployment for my web app (37.5% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 16.3

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
41
Terraform

terraform.io

5.4%

95% CI 1.814.6%

3 mentions · avg pos 22

first pick 0%

GEMINI 4.8%CHATGPT 28.6%
Claim
42
Trivy

Best for: AI recommends Trivy most when buyers ask how do I set up a CI/CD pipeline for a containerized Node.js application (37.5% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 29.7

first pick 0%

CHATGPT 14.3%PERPLEXITY 9.5%
Claim
43
Applitools

applitools.com

3.6%

95% CI 112.1%

2 mentions · avg pos 5

first pick 0%

PERPLEXITY 9.5%
Claim
44
Bazel

3.6%

95% CI 112.1%

2 mentions · avg pos 5

first pick 0%

GEMINI 4.8%CHATGPT 14.3%
Claim
45
CloudBees

cloudbees.com

3.6%

95% CI 112.1%

2 mentions · avg pos 6

first pick 0%

CLAUDE 14.3%PERPLEXITY 4.8%
Claim
46
Spinnaker

spinnaker.io

3.6%

95% CI 112.1%

2 mentions · avg pos 20

first pick 0%

GEMINI 4.8%CHATGPT 14.3%
Claim
47
Opsgenie

atlassian.com

3.6%

95% CI 112.1%

2 mentions

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
48
Pieces for Developers

pieces.app

Best for: AI recommends Pieces for Developers most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (37.5% of those answers)

3.6%

95% CI 112.1%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
49
Pants

pantsbuild.org

1.8%

95% CI 0.39.4%

1 mentions · avg pos 5

first pick 0%

CHATGPT 14.3%
Claim
50
Puppeteer

pptr.dev

1.8%

95% CI 0.39.4%

1 mentions · avg pos 5

first pick 0%

GEMINI 4.8%
Claim
51
Supertest

1.8%

95% CI 0.39.4%

1 mentions · avg pos 9

first pick 0%

CLAUDE 14.3%
Claim
52
Azure API Management

azure.microsoft.com

1.8%

95% CI 0.39.4%

1 mentions · avg pos 12

first pick 0%

CHATGPT 14.3%
Claim
53
ESLint

1.8%

95% CI 0.39.4%

1 mentions · avg pos 12

first pick 0%

GEMINI 4.8%
Claim
54
Nx

nx.dev

1.8%

95% CI 0.39.4%

1 mentions · avg pos 15

first pick 0%

CHATGPT 14.3%
Claim
55
Helm

helm.sh

1.8%

95% CI 0.39.4%

1 mentions · avg pos 20

first pick 0%

GEMINI 4.8%
Claim
56
SonarQube

1.8%

95% CI 0.39.4%

1 mentions · avg pos 33

first pick 0%

PERPLEXITY 4.8%
Claim
57
Bruno

1.8%

95% CI 0.39.4%

1 mentions · avg pos 42

first pick 0%

CHATGPT 14.3%
Claim
58
PHPUnit

phpunit.de

1.8%

95% CI 0.39.4%

1 mentions · avg pos 57

first pick 0%

CHATGPT 14.3%
Claim
59
Pest

pestphp.com

1.8%

95% CI 0.39.4%

1 mentions · avg pos 57

first pick 0%

CHATGPT 14.3%
Claim
60
Forge

1.8%

95% CI 0.39.4%

1 mentions · avg pos 58

first pick 0%

CHATGPT 14.3%
Claim
61
Ploi

ploi.io

1.8%

95% CI 0.39.4%

1 mentions · avg pos 58

first pick 0%

CHATGPT 14.3%
Claim
62
DigitalOcean

digitalocean.com

1.8%

95% CI 0.39.4%

1 mentions · avg pos 71

first pick 0%

CHATGPT 14.3%
Claim
63
Airbyte

airbyte.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
64
Apigee

cloud.google.com

Best for: AI recommends Apigee most when buyers ask cloud-native CI/CD services vs self-hosted CI/CD servers (37.5% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
65
AppVeyor

appveyor.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
66
Axify

axify.io

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
67
Bitrise

bitrise.io

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

GEMINI 4.8%
Claim
68
Groundcover

groundcover.com

Best for: AI recommends Groundcover most when buyers ask cloud-native CI/CD services vs self-hosted CI/CD servers (37.5% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
69
Microsoft Azure DevOps

dev.azure.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

GEMINI 4.8%
Claim
70
OpenAlternative

openalternative.co

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
71
Pantheon

pantheon.io

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
72
Scout

scoutapm.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
73
Spacelift

spacelift.io

Best for: AI recommends Spacelift most when buyers ask open-source and affordable alternatives to enterprise CI/CD platforms (37.5% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
74
TechTarget

techtarget.com

Best for: AI recommends TechTarget most when buyers ask cloud-native CI/CD services vs self-hosted CI/CD servers (37.5% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 56 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

Not in the answer? That's fixable.

Check Your AI Visibility →
[ORBATOR]

© 2026 Orbator. All rights reserved.