B2B Software Prompt

“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.

Tracked since Mar 21·Last scanned Jun 15

AI Models

Snapshots

103

Brands Detected

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 Jun 15

Unanimous

10/10 models recommend CI/CD

ChatGPT

Claude

DeepSeek

Ddeepseek-chat

Gemini

Ggemini-3-flash

Ggpt-5

Grok

Ggrok-4-1-fast

Perplexity

Brand	ChatGPT	Claude	DeepSeek	Ddeepseek-chat	Gemini	Ggemini-3-flash	Ggpt-5	Grok	Ggrok-4-1-fast	Perplexity	Total
CI/CD											10/10
GitHub											10/10
Teams											10/10
CircleCI											9/10
GitHub Actions											9/10
GitLab											9/10
GitLab CI											7/10
Marketplace											7/10
Docker											6/10
Ease											6/10
Jenkins											6/10
GitLab CI/CD											5/10
Linux											5/10
macOS											5/10
Fully											4/10
AWS											4/10
Auto DevOps											4/10
DeployHQ											4/10
SaaS											4/10
Atlassian											3/10
Bitbucket											3/10
Bitbucket Pipelines											3/10
Matrix											3/10
Windows											3/10
Slack											3/10
Buddy											3/10
Git											3/10
Buildkite											3/10
Jira											2/10
Box											2/10
Vercel											2/10
OpenAI											2/10
Azure											2/10
JetBrains											2/10
Microsoft											2/10
Semaphore											2/10
iOS											2/10
DAST											1/10
Factor											1/10
SAST											1/10
Terraform											1/10
DigitalOcean											1/10
EC2											1/10
ESLint											1/10
Instantly											1/10
Next.js											1/10
Python											1/10
React											1/10
Remix											1/10
Render											1/10
Shopify											1/10
Svelte											1/10
Bitrise											1/10
Kubernetes											1/10
Google											1/10
Google Cloud											1/10
Android											1/10
Donedeploy											1/10
TurtleCI											1/10
Advantage											1/10
Copilot											1/10
GitHub Copilot											1/10
Meet											1/10
Native Teams											1/10
Bitbucket Cloud											1/10
CLEAR											1/10
Docs											1/10
Plane											1/10
SOC2											1/10
Node.js											1/10
Northflank											1/10
Reddit											1/10
reddit.com											1/10
CAP											1/10
Travis CI											1/10

Key Quotes

Claude

“- Free tier: For low-volume Linux builds, GitHub Actions on the Team plan is usually cheapest because the free 3,000 minutes per month covers most small teams.”

Ddeepseek-chat

“Best for: Budget-conscious teams needing macOS/Linux support.”

DeepSeek

“Based on the 2026 landscape, the best CI/CD platform for small engineering teams is GitHub Actions.”

Ggemini-3-flash

“Unlike GitHub, GitLab doesn't use high multipliers for macOS/Windows, making it cheaper for cross-platform teams.”

Gemini

“Why it's great for small teams: Runs Everywhere: A Dagger pipeline runs identically on a developer’s local laptop as it does on GitHub Actions, GitLab, or CircleCI.”

B2B Software brand rankings

Brands ranked by how many AI models mention them. Trend shows change since the last scan.

#BrandModelsScoreTrend

1CI/CD

10/10↑5

2Teams

10/10↑5

3GitHub

10/10↑4

4GitHub Actions

9/10↑3

5CircleCI

9/10↑3

6GitLab

9/10↑3

7Marketplace

7/10↑3

8GitLab CI

7/10↑1

9Docker

6/10↑6

10Jenkins

6/10—

11Ease

6/10↑3

12GitLab CI/CD

5/10↓1

13Linux

DGG

5/10↑3

14macOS

DGG

5/10↑4

15AWS

4/10↑2

16DeployHQ

4/10↑4

17Auto DevOps

4/10↑4

18Fully

4/10↑4

19SaaS

4/10↑3

20Bitbucket Pipelines

3/10↑1

21Matrix

3/10↑1

22Buildkite

3/10↑2

23Atlassian

3/10↑2

24Buddy

3/10↑3

25Windows

3/10↑2

26Slack

3/10↑3

27Bitbucket

3/10—

28Git

3/10—

29JetBrains

2/10↑1

30OpenAI

2/10↑1

31Semaphore

2/10↑2

32Box

2/10↑1

33Microsoft

2/10—

34Jira

2/10↑1

35Vercel

2/10↑1

36iOS

2/10↑1

37Azure

2/10—

38TurtleCI

1/10↑1

39reddit.com

1/10—

40Advantage

1/10↑1

41Android

1/10↑1

42Bitbucket Cloud

1/10↑1

43Bitrise

1/10↑1

44CAP

1/10↑1

45CLEAR

1/10↑1

46Copilot

1/10—

47DAST

1/10↑1

48DigitalOcean

1/10↑1

49Docs

1/10—

50Donedeploy

1/10↑1

51EC2

1/10↑1

52ESLint

1/10↑1

53Factor

1/10↑1

54GitHub Copilot

1/10↑1

55Google

1/10↑1

56Google Cloud

1/10↑1

57Instantly

1/10↑1

58Kubernetes

1/10↓3

59Meet

1/10↑1

60Native Teams

1/10↑1

61Next.js

1/10↑1

62Node.js

1/10↑1

63Northflank

1/10—

64Plane

1/10↑1

65Python

1/10↑1

66React

1/10↑1

67Reddit

1/10—

68Remix

1/10↑1

69Render

1/10↑1

70SAST

1/10↑1

71SOC2

1/10↑1

72Shopify

1/10↑1

73Svelte

1/10↑1

74Terraform

1/10↑1

75Travis CI

1/10—

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.

Jun 15

Claude started mentioning SAST

Jun 15

Claude rank changed for Jira

Jun 15

Claude rank changed for Atlassian

Jun 15

Claude rank changed for Bitbucket

Jun 15

Claude rank changed for Bitbucket Pipelines

Jun 15

Claude rank changed for Jenkins

Jun 15

Claude rank changed for CircleCI

Jun 15

Claude rank changed for GitLab CI

Jun 15

Claude rank changed for GitLab

Jun 15

Claude rank changed for Matrix

Where AI models get their sources

Domains cited by AI models when answering this prompt, ranked by how many models reference them.

DomainCited byModels

circleci.com

DGG

5 models

deployhq.com

4 models

blog.jetbrains.com

4 models

github.com

DGG

4 models

3 models

3 models

2 models

2 models

2 models

2 models

2 models

2 models

2 models

githubactionscost.online

2 models

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

1 model

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Frequently asked questions

CI/CD ranks first, mentioned by 10/10 AI models. Also mentioned often: Teams, GitHub, GitHub Actions.

10 AI models answer this prompt: Claude Sonnet 4.6, deepseek-chat, DeepSeek V4, gemini-3-flash, Gemini 3.5 Flash, gpt-5, GPT-5.4 Mini, grok-4-1-fast, Grok 4.3, Perplexity. We look at each response to see which brands show up and what sources get cited.

On a recurring schedule. We run this prompt through every model with web search on, pull out brand mentions and citations, then flag anything that changed.

AI models cite 54 unique domains when answering this prompt. The most-cited sources include circleci.com, deployhq.com, blog.jetbrains.com.

We regularly send real b2b software prompts to ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity. Sign up free to track your own brand and competitors.

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“Best CI/CD platform for small engineering teams”

What AI models recommend

Key Quotes

B2B Software brand rankings

B2B Software brand visibility over time

What changed and when

Where AI models get their sources

Related b2b software prompts

Frequently asked questions

Which brand is recommended most for "Best CI/CD platform for small engineering teams"?

Which AI models answer this prompt?

How often is this data updated?

What sources do AI models cite for this topic?

How can I track my brand's visibility in b2b software?

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