“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.
6
AI Models
24
Snapshots
80
Brands Detected
62
Sources Cited
57 brands come up when 6 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
6 models queried · Last scanned Apr 15
Unanimous
6/6 models recommend CI/CD
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 CI/CD | 6/6 | ||||||
 CircleCI | 6/6 | ||||||
 GitHub | 6/6 | ||||||
 GitHub Actions | 6/6 | ||||||
 Jenkins | 6/6 | ||||||
 Teams | 6/6 | ||||||
 GitLab | 5/6 | ||||||
 GitLab CI | 5/6 | ||||||
 GitLab CI/CD | 5/6 | ||||||
 Ease | 4/6 | ||||||
 Azure | 3/6 | ||||||
 Marketplace | 3/6 | ||||||
 Microsoft | 3/6 | ||||||
 Git | 3/6 | ||||||
 Bitbucket | 2/6 | ||||||
 JetBrains | 2/6 | ||||||
 Travis CI | 2/6 | ||||||
 Kubernetes | 2/6 | ||||||
 Linux | 2/6 | ||||||
 Auto DevOps | 1/6 | ||||||
 Factor | 1/6 | ||||||
 Jira | 1/6 | ||||||
 Jira Software | 1/6 | ||||||
 Microsoft ecosystem | 1/6 | ||||||
 Spot | 1/6 | ||||||
 Balance | 1/6 | ||||||
 Drone CI | 1/6 | ||||||
 Away | 1/6 | ||||||
 Box | 1/6 | ||||||
 Copilot | 1/6 | ||||||
 Duo | 1/6 | ||||||
 GitLab Duo | 1/6 | ||||||
 S3 | 1/6 | ||||||
 Apple | 1/6 | ||||||
 Apple silicon | 1/6 | ||||||
 Azure AD | 1/6 | ||||||
 Azure DevOps Pipelines | 1/6 | ||||||
 Buildkite | 1/6 | ||||||
 Docs | 1/6 | ||||||
 Matrix | 1/6 | ||||||
 OpenAI | 1/6 | ||||||
 SaaS | 1/6 | ||||||
 Sketch | 1/6 | ||||||
 Windows | 1/6 | ||||||
 iOS | 1/6 | ||||||
 macOS | 1/6 | ||||||
 microsoft.com | 1/6 | ||||||
 AWS | 1/6 | ||||||
 Cypress | 1/6 | ||||||
 GitHub Issues/PRs | 1/6 | ||||||
 Jest | 1/6 | ||||||
 Northflank | 1/6 | ||||||
 Reddit | 1/6 | ||||||
 Vercel | 1/6 | ||||||
 reddit.com | 1/6 | ||||||
 CAP | 1/6 | ||||||
 DeployHQ | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“For most small engineering teams, GitHub Actions or GitLab CI/CD will be the sweet spot — low friction, generous free tiers, and easy to grow with as your team scales.”
DeepSeek V3.2DeepSeek“Small teams should prioritize easy setup, scalability, and cost—CircleCI and GitHub Actions lead here, while Drone is great for self-hosting.”
Gemini 3 FlashGemini“The "Speed & Performance" Specialist: CircleCI CircleCI remains a favorite for teams that find GitHub Actions too slow or limited in configuration.”
GPT-5ChatGPT“GitHub → Actions; GitLab → GitLab CI/CD; Azure Repos → Azure Pipelines.”
Grok 4.1 FastGrok“Avoid for small teams: Jenkins (self-hosted maintenance), Azure DevOps (Microsoft-centric), or enterprise tools like TeamCity—too heavy.() Recommendation: Start with GitHub Actions unless your VCS differs.”
B2B Software brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
B2B 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.
gpt-5 rank changed for OpenAIgrok-4-1-fast added citation eesel.aigrok-4-1-fast added citation jetbrains.comgrok-4-1-fast added citation github.comgrok-4-1-fast added citation refontelearning.comgrok-4-1-fast added citation github.bloggrok-4-1-fast added citation blog.jetbrains.comgrok-4-1-fast removed citation reddit.comgrok-4-1-fast removed citation about.gitlab.comgrok-4-1-fast rank changed for GitHubWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
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