“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
18
Snapshots
50
Brands Detected
50
Sources Cited
34 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 Mar 29
Unanimous
6/6 models recommend CircleCI
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 CircleCI | 6/6 | ||||||
 GitHub | 6/6 | ||||||
 GitHub Actions | 6/6 | ||||||
 GitLab | 5/6 | ||||||
 GitLab CI | 5/6 | ||||||
 GitLab CI/CD | 5/6 | ||||||
 Marketplace | 5/6 | ||||||
 Ease | 4/6 | ||||||
 Jenkins | 4/6 | ||||||
 Northflank | 3/6 | ||||||
 Azure | 2/6 | ||||||
 Bitbucket | 2/6 | ||||||
 Bitbucket Pipelines | 2/6 | ||||||
 JetBrains | 2/6 | ||||||
 Jira | 2/6 | ||||||
 Matrix | 2/6 | ||||||
 collaboration | 2/6 | ||||||
 AWS | 2/6 | ||||||
 GCP | 2/6 | ||||||
 Kubernetes | 2/6 | ||||||
 Atlassian | 1/6 | ||||||
 Next.js | 1/6 | ||||||
 Postgres | 1/6 | ||||||
 Render | 1/6 | ||||||
 SOC2 | 1/6 | ||||||
 Vercel | 1/6 | ||||||
 Buildkite | 1/6 | ||||||
 Docs | 1/6 | ||||||
 OpenAI | 1/6 | ||||||
 Plane | 1/6 | ||||||
 SaaS | 1/6 | ||||||
 iOS | 1/6 | ||||||
 Git | 1/6 | ||||||
 Travis CI | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“GitLab CI/CD — Best All-in-One DevOps Platform Best for: Teams wanting everything in one place GitLab CI/CD is part of GitLab's DevOps platform, which includes version control, issue tracking, code review, and deployment in one interface.”
DeepSeek V3.2DeepSeek“Ease of Setup: Platforms like GitHub Actions and Semaphore offer quick setup times, reducing onboarding friction.”
Gemini 3 FlashGemini“Why it’s great: It eliminates "tool sprawl." You don't need Jira + GitHub + CircleCI; you just have GitLab.”
GPT-5ChatGPT“For most small teams that’s GitHub Actions or GitLab CI; CircleCI and Buildkite are great when you need more control over compute and networking; Jenkins/Woodpecker are solid if you want fully self‑hosted and $0 license cost.”
Grok 4.1 FastGrok“- Popularity and Adoption: Surveys like JetBrains' State of Developer Ecosystem 2025 show it's the #1 CI/CD tool (33% organizational use, 39% for personal/small projects), far ahead of Jenkins (28%) and GitLab CI (19%).”
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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