What AI recommends for startups.
n8n83%
n8n83%15%86%from 73%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.
Workato and Zapier share first place, at 74.1% and 71.4% of answers about workflow automation. They're less than 3 points apart, so we don’t rank one above another.
Not fully. Make is first on ChatGPT. Workato is first on Claude and Perplexity. Zapier is first on Gemini and Google AI. They disagree most on Tray.ai: 67% on Claude, 1% on ChatGPT.
Yes. For startups, AI recommends Zapier most (91%). For mid-sized companies, AI recommends Workato most (97%). When price matters most, AI recommends n8n and Zapier most (86%). n8n changes the most: 86% when price matters most, 15% for mid-sized companies.
Zapier rose from 63.7% to 71.4%, Make rose from 59.0% to 65.9%, Celigo rose from 39.4% to 45.7% and Tray.ai rose from 22.0% to 30.4%. Those are the only clear changes. Everything else moved by about as much as it usually does month to month.
albato.com, latenode.com and zapier.com. AI cites albato.com in 21% of all answers about workflow automation.
n8n, MuleSoft and Boomi share a place. Each is less than 3 points from the next. A difference that small can be chance.
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.