“Best CI/CD platform for small engineering teams”
Which brands do AI models actually recommend for this b2b software question? We re-run this regularly and track how the answers shift.
10
AI Models
43
Snapshots
118
Brands Detected
104
Sources Cited
75 brands come up when 10 AI models answer “Best CI/CD platform for small engineering teams”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.
What AI models recommend
10 models queried · Last scanned 3d ago
Unanimous
10/10 models recommend CI/CD
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Ddeepseek-chat | Gemini | Ggemini-3-flash | Ggpt-5 | Grok | Ggrok-4-1-fast | Perplexity | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|
 CI/CD | 10/10 | ||||||||||
 CircleCI | 10/10 | ||||||||||
 GitHub | 10/10 | ||||||||||
 Teams | 10/10 | ||||||||||
 GitHub Actions | 9/10 | ||||||||||
 GitLab | 9/10 | ||||||||||
 GitLab CI | 8/10 | ||||||||||
 Marketplace | 8/10 | ||||||||||
 GitLab CI/CD | 6/10 | ||||||||||
 Docker | 5/10 | ||||||||||
 On | 5/10 | ||||||||||
 Jenkins | 5/10 | ||||||||||
 Ease | 5/10 | ||||||||||
 DeployHQ | 4/10 | ||||||||||
 Git | 4/10 | ||||||||||
 SaaS | 4/10 | ||||||||||
 Linux | 4/10 | ||||||||||
 Bitbucket | 3/10 | ||||||||||
 Fully | 3/10 | ||||||||||
 AWS | 3/10 | ||||||||||
 Auto DevOps | 3/10 | ||||||||||
 Matrix | 3/10 | ||||||||||
 Vercel | 3/10 | ||||||||||
 Buildkite | 3/10 | ||||||||||
 macOS | 3/10 | ||||||||||
 Advantage | 2/10 | ||||||||||
 Atlassian | 2/10 | ||||||||||
 Bitbucket Pipelines | 2/10 | ||||||||||
 Travis CI | 2/10 | ||||||||||
 Kubernetes | 2/10 | ||||||||||
 Loops | 2/10 | ||||||||||
 Python | 2/10 | ||||||||||
 Railway | 2/10 | ||||||||||
 Slack | 2/10 | ||||||||||
 Azure | 2/10 | ||||||||||
 JetBrains | 2/10 | ||||||||||
 Northflank | 2/10 | ||||||||||
 Native Teams | 2/10 | ||||||||||
 Semaphore | 2/10 | ||||||||||
 iOS | 2/10 | ||||||||||
 Windows | 2/10 | ||||||||||
 HTML | 1/10 | ||||||||||
 API | 1/10 | ||||||||||
 Agency | 1/10 | ||||||||||
 DigitalOcean | 1/10 | ||||||||||
 EC2 | 1/10 | ||||||||||
 Next.js | 1/10 | ||||||||||
 React | 1/10 | ||||||||||
 Render | 1/10 | ||||||||||
 Branch | 1/10 | ||||||||||
 Go | 1/10 | ||||||||||
 Node | 1/10 | ||||||||||
 Later | 1/10 | ||||||||||
 TeamCity | 1/10 | ||||||||||
 Target | 1/10 | ||||||||||
 Android | 1/10 | ||||||||||
 Donedeploy | 1/10 | ||||||||||
 TurtleCI | 1/10 | ||||||||||
 Buddy | 1/10 | ||||||||||
 Copilot | 1/10 | ||||||||||
 GitHub Copilot | 1/10 | ||||||||||
 Meet | 1/10 | ||||||||||
 Bitbucket Cloud | 1/10 | ||||||||||
 CLEAR | 1/10 | ||||||||||
 Docs | 1/10 | ||||||||||
 Jira | 1/10 | ||||||||||
 OpenAI | 1/10 | ||||||||||
 Plane | 1/10 | ||||||||||
 SOC2 | 1/10 | ||||||||||
 Box | 1/10 | ||||||||||
 Microsoft | 1/10 | ||||||||||
 Node.js | 1/10 | ||||||||||
 Reddit | 1/10 | ||||||||||
 reddit.com | 1/10 | ||||||||||
 CAP | 1/10 |
Key Quotes
Claude“If your team is already on GitLab, GitLab CI/CD is the natural choice.”
“Best for: Budget-conscious teams needing macOS/Linux support.”
DeepSeek“Here’s a breakdown of the top contenders and when to choose each: --- The Default Winner: GitHub Actions Best for: Teams whose code lives on GitHub and want the fastest, most integrated setup.”
“Unlike GitHub, GitLab doesn't use high multipliers for macOS/Windows, making it cheaper for cross-platform teams.”
Gemini“The Best "No-Ops" Choice: Vercel, Render, or Railway For small product teams building modern web applications (Node, Python, Go, React, Next.js), the best CI/CD platform might be no traditional CI/CD platform at all.”
B2B Software brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
DGGGDGGGDGGGDGGGDGGGGGGGGGGGGGGDGGGGGGGGGGGGGGGGGDB2B Software brand visibility over time
Track how brand mentions shift across AI models over time.
What changed and when
Every brand addition, removal, and citation change logged with timestamps.
Gemini started mentioning Next.jsGemini rank changed for GitLab CIGemini rank changed for GitLabGemini rank changed for GitLab CI/CDGemini rank changed for AWSGemini rank changed for DockerGemini rank changed for MarketplaceGemini rank changed for GitHubGemini rank changed for GitHub ActionsGemini rank changed for SaaSWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
Related b2b software prompts
Frequently asked questions
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