What AI recommends for startups.
Archbee2%
Archbee2%1%from 7%3%AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard
AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard
Where does your brand rank in AI answers?
See how often AI recommends your brand, where you rank, and who it recommends instead.
Request my free dashboardGrowth teams at Clay, Notion, Replit and Perplexity have worked with daydream.

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We ask ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews what people ask when they choose software.
For each tool, a brand’s score is the share of answers that name it. The five scores are averaged, so no single tool outweighs the rest.
Same tools, same questions. If a question or a tool changes, we say so.
GitBook. AI recommends GitBook in 69.0% of answers about developer documentation platforms. Docusaurus is next at 57.7%.
AI recommends GitBook in 69.0% of answers, from 44% on ChatGPT to 87% on Claude. We measure how often AI recommends a brand, not why.
Not fully. GitBook and Docusaurus share first on ChatGPT. GitBook is first on Claude, Gemini, Perplexity and Google AI. They disagree most on Mintlify: 80% on Claude, 27% on Google AI.
Yes. For startups, AI recommends GitBook most (75%). For mid-sized companies, AI recommends GitBook most (68%). When price matters most, AI recommends Docusaurus most (97%). Docusaurus changes the most: 97% when price matters most, 33% for mid-sized companies.
Archbee fell from 4.8% to 1.9%. That is the only clear change. Everything else moved by about as much as it usually does month to month.
gitbook.com, mintlify.com and ferndesk.com. AI cites gitbook.com in 37% of all answers about developer documentation platforms.
Yes. Request the free AI visibility dashboard on this page. It shows how often AI recommends your brand, where you rank, and who it recommends instead.
Every month. We lock the questions before each edition. When a question changes, we recalculate earlier months on the questions that stayed, or skip the comparison if we can’t. When an AI tool moves to a new version, we say which month it happened.
No. The ranking comes only from what the AI tools answer. Nobody can pay to be added, moved, or removed.
Yes. Every table has a Share button to download it as an image, copy it as Markdown, or copy a link. Please credit daydream.
We run real buyer prompts from your category through your audience's most-used AI assistant. The answers come back as a dashboard built for your company.
Your dashboard will include:




Overview: your visibility, and how strongly AI recommends you
Your dashboard has been queued for creation by our team. If we need anything from you first, we will ask via email.