AI Index / Open-source developer documentation tools

Best Open-source developer documentation tools

What AI assistants actually recommend when buyers ask about open-source developer documentation tools — measured weekly across 5 engines, published as open data.

Updated 2026-08-02 · 77 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 weekly77 samples5 enginesmethodology

Sample: 77 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (21 answers)

What is the best open-source developer documentation tools?

Across 77 sampled AI answers from 5 engines, Docusaurus is recommended most often — appearing in 97.4% of recommendations, followed by MkDocs (84.4%) and Git (61%).

This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Docusaurus

docusaurus.io

97.4%

95% CI 9199.3%

75 mentions · avg pos 4.5

first pick 29.3%

GROK 100%GEMINI 100%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 100%
Claim
2
MkDocs

mkdocs.org

Best for: AI recommends MkDocs most when buyers ask best self-hosted docs platform for a team that wants to write in Markdown and version with Git (100% of those answers)

84.4%

95% CI 74.790.9%

65 mentions · avg pos 4.7

first pick 21.5%

GROK 85.7%GEMINI 96.4%CHATGPT 100%CLAUDE 57.1%PERPLEXITY 75%
Claim
3
Git

git-scm.com

Best for: AI recommends Git most when buyers ask best self-hosted docs platform for a team that wants to write in Markdown and version with Git (100% of those answers)

61%

95% CI 49.971.2%

47 mentions · avg pos 6.3

first pick 34%

GROK 85.7%GEMINI 67.9%CHATGPT 85.7%CLAUDE 42.9%PERPLEXITY 46.4%
Claim
4
Material

Best for: AI recommends Material most when buyers ask how do I self-host a documentation site generator for a large open-source project (76.9% of those answers)

58.4%

95% CI 47.368.8%

45 mentions · avg pos 6

first pick 20%

GROK 85.7%GEMINI 67.9%CHATGPT 100%CLAUDE 57.1%PERPLEXITY 32.1%
Claim
5
BookStack

bookstackapp.com

Best for: AI recommends BookStack most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (100% of those answers)

48.1%

95% CI 37.359%

37 mentions · avg pos 8.5

first pick 18.9%

GROK 57.1%GEMINI 46.4%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 57.1%
Claim
6
Redoc

redoc.ly

Best for: AI recommends Redoc most when buyers ask what open-source docs tool should I use for a product with both API reference and conceptual guides (92.3% of those answers)

44.2%

95% CI 33.655.3%

34 mentions · avg pos 10.4

first pick 2.9%

GROK 57.1%GEMINI 35.7%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 46.4%
Claim
7
Wiki.js

js.wiki

Best for: AI recommends Wiki.js most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (100% of those answers)

41.6%

95% CI 31.252.7%

32 mentions · avg pos 9.1

first pick 15.6%

GROK 57.1%GEMINI 39.3%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 46.4%
Claim
8
Material for MkDocs

squidfunk.github.io

Best for: AI recommends Material for MkDocs most when buyers ask lightweight open-source documentation alternatives to heavy enterprise developer portal platforms (53.8% of those answers)

36.4%

95% CI 26.547.5%

28 mentions · avg pos 6.3

first pick 25%

GROK 42.9%GEMINI 60.7%CHATGPT 85.7%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
9
Hugo

gohugo.io

Best for: AI recommends Hugo most when buyers ask lightweight open-source documentation alternatives to heavy enterprise developer portal platforms (76.9% of those answers)

35.1%

95% CI 25.346.2%

27 mentions · avg pos 9

first pick 3.7%

GROK 57.1%GEMINI 42.9%CHATGPT 28.6%CLAUDE 57.1%PERPLEXITY 17.9%
Claim
10
GitBook

gitbook.com

Best for: AI recommends GitBook most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (92.3% of those answers)

35.1%

95% CI 25.346.2%

27 mentions · avg pos 9.9

first pick 3.7%

GROK 71.4%GEMINI 21.4%CHATGPT 28.6%PERPLEXITY 50%
Claim
11
Docsify

Best for: AI recommends Docsify most when buyers ask lightweight open-source documentation alternatives to heavy enterprise developer portal platforms (84.6% of those answers)

33.8%

95% CI 24.244.9%

26 mentions · avg pos 9.2

first pick 0%

GROK 42.9%GEMINI 46.4%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 28.6%
Claim
12
Sphinx

sphinx-doc.org

Best for: AI recommends Sphinx most when buyers ask how do I self-host a documentation site generator for a large open-source project (69.2% of those answers)

33.8%

95% CI 24.244.9%

26 mentions · avg pos 10.8

first pick 0%

GROK 71.4%GEMINI 53.6%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
13
Docmost

docmost.com

Best for: AI recommends Docmost most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (84.6% of those answers)

33.8%

95% CI 24.244.9%

26 mentions · avg pos 11.1

first pick 7.7%

GROK 57.1%GEMINI 35.7%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 32.1%
Claim
14
GitHub Pages

pages.github.com

Best for: AI recommends GitHub Pages most when buyers ask how do I self-host a documentation site generator for a large open-source project (61.5% of those answers)

33.8%

95% CI 24.244.9%

26 mentions · avg pos 13.7

first pick 7.7%

GROK 85.7%GEMINI 46.4%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
15
Read the Docs

readthedocs.org

Best for: AI recommends Read the Docs most when buyers ask lightweight open-source documentation alternatives to heavy enterprise developer portal platforms (61.5% of those answers)

28.6%

95% CI 19.739.5%

22 mentions · avg pos 6.8

first pick 4.5%

GROK 42.9%GEMINI 39.3%PERPLEXITY 28.6%
Claim
16
Docker

docker.com

Best for: AI recommends Docker most when buyers ask how do I self-host a documentation site generator for a large open-source project (100% of those answers)

28.6%

95% CI 19.739.5%

22 mentions · avg pos 15.2

first pick 13.6%

GROK 57.1%GEMINI 32.1%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 17.9%
Claim
17
Notion

notion.so

Best for: AI recommends Notion most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (69.2% of those answers)

27.3%

95% CI 18.638.1%

21 mentions · avg pos 11.8

first pick 0%

GROK 28.6%GEMINI 35.7%CHATGPT 28.6%PERPLEXITY 25%
Claim
18
Scalar

Best for: AI recommends Scalar most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (61.5% of those answers)

27.3%

95% CI 18.638.1%

21 mentions · avg pos 13.4

first pick 0%

GROK 57.1%GEMINI 21.4%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 21.4%
Claim
19
Mintlify

mintlify.com

Best for: AI recommends Mintlify most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (61.5% of those answers)

26%

95% CI 17.536.7%

20 mentions · avg pos 8.9

first pick 0%

GROK 71.4%GEMINI 3.6%CHATGPT 28.6%PERPLEXITY 42.9%
Claim
20
Confluence

Best for: AI recommends Confluence most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (69.2% of those answers)

22.1%

95% CI 14.332.5%

17 mentions · avg pos 12.1

first pick 0%

GROK 28.6%GEMINI 25%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 21.4%
Claim
21
GitLab

gitlab.com

Best for: AI recommends GitLab most when buyers ask how do I self-host a documentation site generator for a large open-source project (69.2% of those answers)

19.5%

95% CI 12.229.7%

15 mentions · avg pos 15

first pick 13.3%

GROK 42.9%GEMINI 25%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 3.6%
Claim
22
Vitepress

vitepress.dev

Best for: AI recommends Vitepress most when buyers ask how do I self-host a documentation site generator for a large open-source project (38.5% of those answers)

18.2%

95% CI 11.228.2%

14 mentions · avg pos 10.2

first pick 0%

GEMINI 14.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 21.4%
Claim
23
NGINX

nginx.org

Best for: AI recommends NGINX most when buyers ask how do I self-host a documentation site generator for a large open-source project (100% of those answers)

18.2%

95% CI 11.228.2%

14 mentions · avg pos 17.4

first pick 0%

GROK 28.6%GEMINI 14.3%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
24
Redocly

redocly.com

Best for: AI recommends Redocly most when buyers ask best open-source developer documentation tool for publishing API references and guides (46.2% of those answers)

16.9%

95% CI 10.126.8%

13 mentions · avg pos 6.6

first pick 0%

GROK 42.9%GEMINI 21.4%CLAUDE 28.6%PERPLEXITY 7.1%
Claim
25
DapperDox

Best for: AI recommends DapperDox most when buyers ask what open-source docs tool should I use for a product with both API reference and conceptual guides (53.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 2.6

first pick 27.3%

GROK 14.3%GEMINI 21.4%PERPLEXITY 14.3%
Claim
26
ReadMe

readme.com

Best for: AI recommends ReadMe most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (53.8% of those answers)

14.3%

95% CI 8.223.8%

11 mentions · avg pos 8

first pick 0%

GROK 57.1%CHATGPT 28.6%PERPLEXITY 17.9%
Claim
27
Netlify

netlify.com

14.3%

95% CI 8.223.8%

11 mentions · avg pos 11.6

first pick 0%

GROK 71.4%GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 7.1%
Claim
28
Algolia

algolia.com

14.3%

95% CI 8.223.8%

11 mentions · avg pos 13.1

first pick 18.2%

GROK 71.4%GEMINI 10.7%CHATGPT 42.9%
Claim
29
Python

python.org

13%

95% CI 7.222.3%

10 mentions · avg pos 4.9

first pick 0%

GEMINI 21.4%PERPLEXITY 14.3%
Claim
30
Outline

getoutline.com

Best for: AI recommends Outline most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (46.2% of those answers)

13%

95% CI 7.222.3%

10 mentions · avg pos 6

first pick 10%

GROK 14.3%GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
31
Fern

buildwithfern.com

Best for: AI recommends Fern most when buyers ask best self-hosted docs platform for a team that wants to write in Markdown and version with Git (38.5% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 2.5

first pick 11.1%

GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 21.4%
Claim
32
DokuWiki

dokuwiki.org

Best for: AI recommends DokuWiki most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (76.9% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 5.7

first pick 0%

GROK 14.3%GEMINI 17.9%PERPLEXITY 10.7%
Claim
33
MediaWiki

mediawiki.org

Best for: AI recommends MediaWiki most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (76.9% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 7.1

first pick 0%

GROK 14.3%GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
34
Vercel

vercel.com

11.7%

95% CI 6.320.7%

9 mentions · avg pos 11.1

first pick 0%

GROK 57.1%GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 3.6%
Claim
35
Jekyll

Best for: AI recommends Jekyll most when buyers ask lightweight open-source documentation alternatives to heavy enterprise developer portal platforms (46.2% of those answers)

11.7%

95% CI 6.320.7%

9 mentions · avg pos 12.1

first pick 0%

GROK 14.3%GEMINI 21.4%CHATGPT 14.3%CLAUDE 14.3%
Claim
36
Dev.to

dev.to

Best for: AI recommends Dev.to most when buyers ask best open-source developer documentation tool for publishing API references and guides (30.8% of those answers)

11.7%

95% CI 6.320.7%

9 mentions

first pick 0%

PERPLEXITY 32.1%
Claim
37
GitHub Actions

Best for: AI recommends GitHub Actions most when buyers ask how do I self-host a documentation site generator for a large open-source project (69.2% of those answers)

10.4%

95% CI 5.419.2%

8 mentions · avg pos 28.1

first pick 0%

GROK 14.3%GEMINI 14.3%CHATGPT 28.6%CLAUDE 14.3%
Claim
38
Starlight

starlight.astro.build

Best for: AI recommends Starlight most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (30.8% of those answers)

9.1%

95% CI 4.517.6%

7 mentions · avg pos 8.9

first pick 0%

GEMINI 3.6%CHATGPT 42.9%PERPLEXITY 10.7%
Claim
39
Astro

astro.build

9.1%

95% CI 4.517.6%

7 mentions · avg pos 9.4

first pick 0%

GROK 14.3%GEMINI 3.6%CHATGPT 42.9%PERPLEXITY 7.1%
Claim
40
Doxygen

doxygen.nl

9.1%

95% CI 4.517.6%

7 mentions · avg pos 10.2

first pick 0%

GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
41
Caddy

caddyserver.com

Best for: AI recommends Caddy most when buyers ask how do I self-host a documentation site generator for a large open-source project (53.8% of those answers)

9.1%

95% CI 4.517.6%

7 mentions · avg pos 17.9

first pick 0%

GROK 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
42
XWiki

xwiki.com

Best for: AI recommends XWiki most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (53.8% of those answers)

7.8%

95% CI 3.616%

6 mentions · avg pos 6.8

first pick 0%

GROK 14.3%GEMINI 10.7%PERPLEXITY 7.1%
Claim
43
Apache Hop

apache.org

Best for: AI recommends Apache Hop most when buyers ask how do I self-host a documentation site generator for a large open-source project (61.5% of those answers)

7.8%

95% CI 3.616%

6 mentions · avg pos 10.5

first pick 0%

GROK 14.3%GEMINI 14.3%PERPLEXITY 3.6%
Claim
44
mike

7.8%

95% CI 3.616%

6 mentions · avg pos 11.7

first pick 0%

GROK 28.6%GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
45
Fumadocs

fumadocs.vercel.app

Best for: AI recommends Fumadocs most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (30.8% of those answers)

7.8%

95% CI 3.616%

6 mentions · avg pos 16.8

first pick 0%

GROK 14.3%GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 3.6%
Claim
46
React Native

6.5%

95% CI 2.814.3%

5 mentions · avg pos 2

first pick 40%

GEMINI 7.1%CLAUDE 42.9%
Claim
47
RapiDoc

6.5%

95% CI 2.814.3%

5 mentions · avg pos 4.8

first pick 0%

GEMINI 14.3%PERPLEXITY 3.6%
Claim
48
Stoplight

stoplight.io

6.5%

95% CI 2.814.3%

5 mentions · avg pos 5

first pick 0%

GROK 28.6%GEMINI 10.7%
Claim
49
VuePress

vuepress.vuejs.org

Best for: AI recommends VuePress most when buyers ask open-source documentation alternatives to popular hosted developer docs platforms (30.8% of those answers)

6.5%

95% CI 2.814.3%

5 mentions · avg pos 6.8

first pick 0%

GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
50
Slate

slatedocs.com

6.5%

95% CI 2.814.3%

5 mentions · avg pos 9.8

first pick 0%

GROK 42.9%GEMINI 7.1%
Claim
51
npm

npmjs.com

Best for: AI recommends npm most when buyers ask how do I self-host a documentation site generator for a large open-source project (30.8% of those answers)

6.5%

95% CI 2.814.3%

5 mentions · avg pos 10

first pick 0%

GROK 28.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
52
Redux Toolkit

5.2%

95% CI 212.6%

4 mentions · avg pos 2.3

first pick 25%

GEMINI 7.1%CLAUDE 28.6%
Claim
53
HedgeDoc

hedgedoc.org

Best for: AI recommends HedgeDoc most when buyers ask best self-hosted docs platform for a team that wants to write in Markdown and version with Git (38.5% of those answers)

5.2%

95% CI 212.6%

4 mentions · avg pos 5

first pick 0%

GEMINI 10.7%PERPLEXITY 3.6%
Claim
54
Bump.sh

bump.sh

5.2%

95% CI 212.6%

4 mentions · avg pos 7

first pick 0%

GROK 28.6%PERPLEXITY 7.1%
Claim
55
mdBook

rust-lang.github.io

5.2%

95% CI 212.6%

4 mentions · avg pos 8.3

first pick 0%

GEMINI 14.3%
Claim
56
Antora

5.2%

95% CI 212.6%

4 mentions · avg pos 33.5

first pick 0%

CHATGPT 42.9%CLAUDE 14.3%
Claim
57
Let's Encrypt

letsencrypt.org

Best for: AI recommends Let's Encrypt most when buyers ask how do I self-host a documentation site generator for a large open-source project (38.5% of those answers)

5.2%

95% CI 212.6%

4 mentions · avg pos 34

first pick 0%

GROK 14.3%GEMINI 7.1%CHATGPT 14.3%
Claim
58
Heroic Knowledge Base

herothemes.com

Best for: AI recommends Heroic Knowledge Base most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (38.5% of those answers)

5.2%

95% CI 212.6%

4 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
59
Swagger UI

3.9%

95% CI 1.310.8%

3 mentions · avg pos 3

first pick 0%

GEMINI 3.6%PERPLEXITY 7.1%
Claim
60
Document360

document360.com

3.9%

95% CI 1.310.8%

3 mentions · avg pos 4

first pick 0%

CHATGPT 14.3%PERPLEXITY 7.1%
Claim
61
Gitea

gitea.io

Best for: AI recommends Gitea most when buyers ask best self-hosted docs platform for a team that wants to write in Markdown and version with Git (30.8% of those answers)

3.9%

95% CI 1.310.8%

3 mentions · avg pos 6.7

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
62
Apidog

apidog.com

3.9%

95% CI 1.310.8%

3 mentions · avg pos 8

first pick 0%

GEMINI 3.6%PERPLEXITY 7.1%
Claim
63
AWS

aws.amazon.com

3.9%

95% CI 1.310.8%

3 mentions · avg pos 12.7

first pick 0%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
64
Next.js

nextjs.org

3.9%

95% CI 1.310.8%

3 mentions · avg pos 17.5

first pick 0%

GEMINI 3.6%CHATGPT 28.6%
Claim
65
AsciiDoc

3.9%

95% CI 1.310.8%

3 mentions · avg pos 20.3

first pick 33.3%

GROK 14.3%GEMINI 3.6%CHATGPT 14.3%
Claim
66
Lunr.js

3.9%

95% CI 1.310.8%

3 mentions · avg pos 30

first pick 0%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
67
Mermaid

mermaid.js.org

3.9%

95% CI 1.310.8%

3 mentions · avg pos 35.3

first pick 0%

GROK 14.3%CHATGPT 28.6%
Claim
68
ClickHelp

clickhelp.com

Best for: AI recommends ClickHelp most when buyers ask what open-source docs tool should I use for a product with both API reference and conceptual guides (30.8% of those answers)

3.9%

95% CI 1.310.8%

3 mentions

first pick 0%

PERPLEXITY 10.7%
Claim
69
Ferndesk

ferndesk.com

Best for: AI recommends Ferndesk most when buyers ask what open-source docs tool should I use for a product with both API reference and conceptual guides (30.8% of those answers)

3.9%

95% CI 1.310.8%

3 mentions

first pick 0%

PERPLEXITY 10.7%
Claim
70
DigitalOcean

digitalocean.com

Best for: AI recommends DigitalOcean most when buyers ask how do I self-host a documentation site generator for a large open-source project (30.8% of those answers)

2.6%

95% CI 0.79%

2 mentions · avg pos 8.5

first pick 0%

GEMINI 7.1%
Claim
71
Otter Wiki

2.6%

95% CI 0.79%

2 mentions · avg pos 10.5

first pick 0%

GROK 14.3%GEMINI 3.6%
Claim
72
Nextra

nextra.site

2.6%

95% CI 0.79%

2 mentions · avg pos 11.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%
Claim
73
Swagger/OpenAPI

swagger.io

2.6%

95% CI 0.79%

2 mentions · avg pos 13

first pick 0%

GROK 14.3%PERPLEXITY 3.6%
Claim
74
sphinx-multiversion

2.6%

95% CI 0.79%

2 mentions · avg pos 14

first pick 0%

GEMINI 3.6%CLAUDE 14.3%
Claim
75
Azure API Management

azure.microsoft.com

2.6%

95% CI 0.79%

2 mentions · avg pos 19

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
76
Documize

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
77
Opsgenie

atlassian.com

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
78
Slite

slite.com

Best for: AI recommends Slite most when buyers ask open-source documentation tools for internal engineering wikis vs public-facing product docs — what fits each (30.8% of those answers)

2.6%

95% CI 0.79%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
79
Draw.io

draw.io

1.3%

95% CI 0.27%

1 mentions · avg pos 2

first pick 0%

GROK 14.3%
Claim
80
Excalidraw

excalidraw.com

1.3%

95% CI 0.27%

1 mentions · avg pos 2

first pick 0%

GROK 14.3%
Claim
81
Prettier

1.3%

95% CI 0.27%

1 mentions · avg pos 2

first pick 0%

CLAUDE 14.3%
Claim
82
Django

djangoproject.com

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

CLAUDE 14.3%
Claim
83
Featurebase

featurebase.app

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

GROK 14.3%
Claim
84
NumPy

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

CLAUDE 14.3%
Claim
85
Theneo

1.3%

95% CI 0.27%

1 mentions · avg pos 3

first pick 0%

PERPLEXITY 3.6%
Claim
86
Arc

1.3%

95% CI 0.27%

1 mentions · avg pos 9

first pick 0%

GEMINI 3.6%
Claim
87
Linode

linode.com

1.3%

95% CI 0.27%

1 mentions · avg pos 10

first pick 0%

GEMINI 3.6%
Claim
88
Apigee

cloud.google.com

1.3%

95% CI 0.27%

1 mentions · avg pos 11

first pick 0%

PERPLEXITY 3.6%
Claim
89
Cloudflare Workers

cloudflare.com

1.3%

95% CI 0.27%

1 mentions · avg pos 12

first pick 0%

GEMINI 3.6%
Claim
90
Zudoku

1.3%

95% CI 0.27%

1 mentions · avg pos 20

first pick 0%

GROK 14.3%
Claim
91
CircleCI

circleci.com

1.3%

95% CI 0.27%

1 mentions · avg pos 23

first pick 0%

GEMINI 3.6%
Claim
92
Travis CI

travis-ci.com

1.3%

95% CI 0.27%

1 mentions · avg pos 23

first pick 0%

GEMINI 3.6%
Claim
93
Roadie

roadie.io

1.3%

95% CI 0.27%

1 mentions · avg pos 30

first pick 0%

GROK 14.3%
Claim
94
Jenkins

jenkins.io

1.3%

95% CI 0.27%

1 mentions · avg pos 33

first pick 0%

GEMINI 3.6%
Claim
95
CloudCannon

cloudcannon.com

1.3%

95% CI 0.27%

1 mentions · avg pos 38

first pick 0%

GROK 14.3%
Claim
96
DocFX

dotnet.github.io

1.3%

95% CI 0.27%

1 mentions · avg pos 67

first pick 0%

CHATGPT 14.3%
Claim
97
Guru

getguru.com

1.3%

95% CI 0.27%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
98
Helpcenter.io

helpcenter.io

1.3%

95% CI 0.27%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
99
Kodesage

kodesage.ai

1.3%

95% CI 0.27%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
100
ONES Project

ones.com

1.3%

95% CI 0.27%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim

Reading the numbers: Share is a point estimate on 77 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.

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