What AI assistants actually recommend when buyers ask about developer documentation tools — measured weekly across 3 engines, published as open data.
Updated 2026-08-01 · 47 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.
Sample: 47 AI answers · Window: Jul 4, 2026 – Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (56 answers)
Across 47 sampled AI answers from 3 engines, Git is recommended most often — appearing in 68.1% of recommendations, followed by Docusaurus (68.1%) and Mintlify (66%).
This is a measurement of share of voice across 3 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Git git-scm.com Best for: AI recommends Git most when buyers ask “docs-as-code tools vs hosted documentation platforms for developer portals” (100% of those answers) | 68.1% 95% CI 53.8–79.6% 32 mentions · avg pos 2.5 first pick 37.5% | — | GEMINI 73.7%CLAUDE 57.1%PERPLEXITY 66.7% | Claim |
| 2 | Docusaurus docusaurus.io Best for: AI recommends Docusaurus most when buyers ask “best platforms for hosting technical documentation for developers” (100% of those answers) | 68.1% 95% CI 53.8–79.6% 32 mentions · avg pos 4.9 first pick 12.5% | — | GEMINI 78.9%CLAUDE 71.4%PERPLEXITY 57.1% | Claim |
| 3 | Mintlify mintlify.com Best for: AI recommends Mintlify most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (100% of those answers) | 66% 95% CI 51.7–77.8% 31 mentions · avg pos 3.7 first pick 35.5% | — | GEMINI 63.2%CLAUDE 71.4%PERPLEXITY 66.7% | Claim |
| 4 | GitBook gitbook.com Best for: AI recommends GitBook most when buyers ask “best platforms for hosting technical documentation for developers” (100% of those answers) | 63.8% 95% CI 49.5–76% 30 mentions · avg pos 4.8 first pick 6.7% | — | GEMINI 78.9%CLAUDE 57.1%PERPLEXITY 52.4% | Claim |
| 5 | Markdown Best for: AI recommends Markdown most when buyers ask “how do I keep technical documentation in sync with my codebase” (100% of those answers) | 61.7% 95% CI 47.4–74.2% 29 mentions · avg pos 3.9 first pick 13.8% | — | GEMINI 78.9%CLAUDE 42.9%PERPLEXITY 52.4% | Claim |
| 6 | ReadMe readme.com Best for: AI recommends ReadMe most when buyers ask “best platforms for hosting technical documentation for developers” (88.9% of those answers) | 57.4% 95% CI 43.3–70.5% 27 mentions · avg pos 4.5 first pick 14.8% | — | GEMINI 73.7%CLAUDE 28.6%PERPLEXITY 52.4% | Claim |
| 7 | Redocly redocly.com Best for: AI recommends Redocly most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (100% of those answers) | 46.8% 95% CI 33.3–60.8% 22 mentions · avg pos 4.2 first pick 22.7% | — | GEMINI 52.6%CLAUDE 28.6%PERPLEXITY 47.6% | Claim |
| 8 | MkDocs mkdocs.org Best for: AI recommends MkDocs most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (88.9% of those answers) | 42.6% 95% CI 29.5–56.7% 20 mentions · avg pos 6 first pick 10% | — | GEMINI 57.9%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 9 | Stoplight stoplight.io Best for: AI recommends Stoplight most when buyers ask “best developer documentation tools for API products” (88.9% of those answers) | 34% 95% CI 22.2–48.3% 16 mentions · avg pos 4.9 first pick 6.3% | — | GEMINI 52.6%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 10 | SwaggerHub swaggerhub.com Best for: AI recommends SwaggerHub most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (87.5% of those answers) | 29.8% 95% CI 18.7–44% 14 mentions · avg pos 4.5 first pick 0% | — | GEMINI 36.8%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 11 | MDX Best for: AI recommends MDX most when buyers ask “what should I use to build beautiful docs for my developer API” (55.6% of those answers) | 23.4% 95% CI 13.6–37.2% 11 mentions · avg pos 5.3 first pick 18.2% | — | GEMINI 31.6%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 12 | Document360 document360.com Best for: AI recommends Document360 most when buyers ask “best platforms for hosting technical documentation for developers” (77.8% of those answers) | 23.4% 95% CI 13.6–37.2% 11 mentions · avg pos 9 first pick 0% | — | GEMINI 31.6%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 13 | Archbee archbee.com Best for: AI recommends Archbee most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (44.4% of those answers) | 21.3% 95% CI 12–34.9% 10 mentions · avg pos 8.9 first pick 10% | — | GEMINI 42.1%PERPLEXITY 9.5% | Claim |
| 14 | Redoc redoc.ly Best for: AI recommends Redoc most when buyers ask “what should I use to build beautiful docs for my developer API” (66.7% of those answers) | 19.1% 95% CI 10.4–32.5% 9 mentions · avg pos 4.1 first pick 0% | — | GEMINI 21.1%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 15 | Sphinx sphinx-doc.org Best for: AI recommends Sphinx most when buyers ask “how do I keep technical documentation in sync with my codebase” (88.9% of those answers) | 19.1% 95% CI 10.4–32.5% 9 mentions · avg pos 5.1 first pick 11.1% | — | GEMINI 21.1%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 16 | AsciiDoc Best for: AI recommends AsciiDoc most when buyers ask “how do I keep technical documentation in sync with my codebase” (66.7% of those answers) | 17% 95% CI 8.9–30.1% 8 mentions · avg pos 3 first pick 12.5% | — | GEMINI 26.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 17 | Postman postman.com Best for: AI recommends Postman most when buyers ask “best developer documentation tools for API products” (88.9% of those answers) | 17% 95% CI 8.9–30.1% 8 mentions · avg pos 7.7 first pick 0% | — | GEMINI 26.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 18 | Swagger/OpenAPI swagger.io Best for: AI recommends Swagger/OpenAPI most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (37.5% of those answers) | 14.9% 95% CI 7.4–27.7% 7 mentions · avg pos 3.6 first pick 28.6% | — | GEMINI 15.8%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 19 | Ferndesk ferndesk.com Best for: AI recommends Ferndesk most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (62.5% of those answers) | 14.9% 95% CI 7.4–27.7% 7 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 33.3% | Claim |
| 20 | Notion notion.so Best for: AI recommends Notion most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (88.9% of those answers) | 14.9% 95% CI 7.4–27.7% 7 mentions · avg pos 7.8 first pick 14.3% | — | GEMINI 15.8%PERPLEXITY 19% | Claim |
| 21 | ClickHelp clickhelp.com Best for: AI recommends ClickHelp most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (44.4% of those answers) | 12.8% 95% CI 6–25.2% 6 mentions · avg pos 6.5 first pick 0% | — | GEMINI 10.5%PERPLEXITY 19% | Claim |
| 22 | Fern buildwithfern.com Best for: AI recommends Fern most when buyers ask “docs-as-code tools vs hosted documentation platforms for developer portals” (62.5% of those answers) | 12.8% 95% CI 6–25.2% 6 mentions · avg pos 8 first pick 0% | — | GEMINI 15.8%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 23 | Bump.sh bump.sh Best for: AI recommends Bump.sh most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (37.5% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 4.6 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 24 | Jekyll Best for: AI recommends Jekyll most when buyers ask “docs-as-code tools vs hosted documentation platforms for developer portals” (50% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 5.6 first pick 20% | — | GEMINI 21.1%PERPLEXITY 4.8% | Claim |
| 25 | Read the Docs readthedocs.org Best for: AI recommends Read the Docs most when buyers ask “best platforms for hosting technical documentation for developers” (77.8% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 6 first pick 20% | — | GEMINI 10.5%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 26 | BookStack bookstackapp.com Best for: AI recommends BookStack most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (66.7% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 6.6 first pick 0% | — | GEMINI 10.5%PERPLEXITY 14.3% | Claim |
| 27 | Apidog apidog.com Best for: AI recommends Apidog most when buyers ask “best developer documentation tools for API products” (33.3% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 7 first pick 40% | — | GEMINI 26.3% | Claim |
| 28 | Nuclino nuclino.com Best for: AI recommends Nuclino most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (77.8% of those answers) | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 7 first pick 20% | — | GEMINI 10.5%PERPLEXITY 14.3% | Claim |
| 29 | DapperDox | 10.6% 95% CI 4.6–22.6% 5 mentions · avg pos 7.8 first pick 0% | — | GEMINI 21.1%PERPLEXITY 4.8% | Claim |
| 30 | GraphQL graphql.org Best for: AI recommends GraphQL most when buyers ask “best developer documentation tools for API products” (33.3% of those answers) | 8.5% 95% CI 3.4–19.9% 4 mentions · avg pos 2 first pick 25% | — | GEMINI 10.5%CLAUDE 28.6% | Claim |
| 31 | Doxygen doxygen.nl Best for: AI recommends Doxygen most when buyers ask “how do I keep technical documentation in sync with my codebase” (66.7% of those answers) | 8.5% 95% CI 3.4–19.9% 4 mentions · avg pos 3.8 first pick 25% | — | GEMINI 5.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 32 | Javadoc Best for: AI recommends Javadoc most when buyers ask “how do I keep technical documentation in sync with my codebase” (55.6% of those answers) | 8.5% 95% CI 3.4–19.9% 4 mentions · avg pos 3.8 first pick 25% | — | GEMINI 5.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 33 | Scalar Best for: AI recommends Scalar most when buyers ask “what should I use to build beautiful docs for my developer API” (33.3% of those answers) | 8.5% 95% CI 3.4–19.9% 4 mentions · avg pos 4 first pick 25% | — | GEMINI 5.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 34 | Material for MkDocs squidfunk.github.io Best for: AI recommends Material for MkDocs most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (33.3% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 2.3 first pick 0% | — | GEMINI 15.8% | Claim |
| 35 | Zuplo zuplo.com Best for: AI recommends Zuplo most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (37.5% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 36 | DigitalAPI digitalapi.ai Best for: AI recommends DigitalAPI most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (50% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 7 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 37 | JSDoc Best for: AI recommends JSDoc most when buyers ask “how do I keep technical documentation in sync with my codebase” (44.4% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 7 first pick 33.3% | — | GEMINI 10.5%CLAUDE 14.3% | Claim |
| 38 | RapiDoc Best for: AI recommends RapiDoc most when buyers ask “what should I use to build beautiful docs for my developer API” (33.3% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 9.3 first pick 0% | — | GEMINI 15.8% | Claim |
| 39 | Slate slatedocs.com Best for: AI recommends Slate most when buyers ask “best developer documentation tools for API products” (44.4% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 11 first pick 0% | — | GEMINI 10.5%CLAUDE 14.3% | Claim |
| 40 | Slite slite.com Best for: AI recommends Slite most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (44.4% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions · avg pos 11 first pick 0% | — | GEMINI 10.5%PERPLEXITY 4.8% | Claim |
| 41 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (62.5% of those answers) | 6.4% 95% CI 2.2–17.2% 3 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 42 | Theneo | 4.3% 95% CI 1.2–14.2% 2 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 43 | GitLab gitlab.com Best for: AI recommends GitLab most when buyers ask “how do I keep technical documentation in sync with my codebase” (33.3% of those answers) | 4.3% 95% CI 1.2–14.2% 2 mentions · avg pos 5.5 first pick 50% | — | GEMINI 10.5% | Claim |
| 44 | Coda coda.io | 4.3% 95% CI 1.2–14.2% 2 mentions · avg pos 14 first pick 0% | — | GEMINI 10.5% | Claim |
| 45 | Teamwork teamwork.com | 4.3% 95% CI 1.2–14.2% 2 mentions · avg pos 19 first pick 0% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 46 | Docsie docsie.io Best for: AI recommends Docsie most when buyers ask “best platforms for hosting technical documentation for developers” (55.6% of those answers) | 4.3% 95% CI 1.2–14.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 47 | ONES Project ones.com | 4.3% 95% CI 1.2–14.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 48 | Opsgenie atlassian.com Best for: AI recommends Opsgenie most when buyers ask “best platforms for hosting technical documentation for developers” (44.4% of those answers) | 4.3% 95% CI 1.2–14.2% 2 mentions first pick 0% | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 49 | daily.dev Recruiter daily.dev Best for: AI recommends daily.dev Recruiter most when buyers ask “what should I use to build beautiful docs for my developer API” (33.3% of those answers) | 4.3% 95% CI 1.2–14.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 50 | Papyrs | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 51 | DeveloperHub developerhub.io | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 52 | Wiki.js js.wiki | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 5.3% | Claim |
| 53 | Next.js nextjs.org | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 54 | Roadie roadie.io | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 55 | Vale | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 56 | Apiary apiary.io | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 12 first pick 0% | — | CLAUDE 14.3% | Claim |
| 57 | You Need A Wiki | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 16 first pick 0% | — | GEMINI 5.3% | Claim |
| 58 | Typemill typemill.net | 2.1% 95% CI 0.4–11.1% 1 mentions · avg pos 23 first pick 0% | — | GEMINI 5.3% | Claim |
| 59 | AFFiNE affine.pro | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 60 | Capacity capacity.com | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 61 | DocuWriter.ai docuwriter.ai | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 62 | Documentation.AI documentation.ai Best for: AI recommends Documentation.AI most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (44.4% of those answers) | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 63 | F6S f6s.com Best for: AI recommends F6S most when buyers ask “docs-as-code tools vs hosted documentation platforms for developer portals” (37.5% of those answers) | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 64 | Falconer falconer.com Best for: AI recommends Falconer most when buyers ask “how do I keep technical documentation in sync with my codebase” (33.3% of those answers) | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 65 | Featurebase featurebase.app | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 66 | SourceForge sourceforge.net | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 67 | The Digital Project Manager thedigitalprojectmanager.com Best for: AI recommends The Digital Project Manager most when buyers ask “simpler alternatives to large enterprise documentation platforms for dev teams” (44.4% of those answers) | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 68 | Treblle treblle.com Best for: AI recommends Treblle most when buyers ask “which developer docs platform has the best OpenAPI spec integration” (50% of those answers) | 2.1% 95% CI 0.4–11.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 47 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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