How often each brand is recommended
ChatGPTChatGPTHow often ChatGPT recommends this brand.
ClaudeClaudeHow often Claude recommends this brand.
GeminiGeminiHow often Gemini recommends this brand.
PerplexityPerplexityHow often Perplexity recommends this brand.
Google AIGoogle AIHow often Google AI recommends this brand.RangeRangeThe brand’s lowest and highest score across the 5 AI tools.
Opstream0.7%+0.5%Opstream · 3 of 405 answersSep 0.2%Oct 0.2%Nov 0.7%Up 0.5% since October. A small change that could be chance.040000–4%
Omnea0.2%0.0%Omnea · 1 of 405 answersSep 0.2%Oct 0.2%Nov 0.2%No change since October.001000–1%The AI tools disagree most on Coupa: 88% on Gemini, 25% on ChatGPT.
Gemini moved to a new version in November 2026, so the change figures in this edition are not fully like for like.
AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard
What AI recommends by company size and budget
What AI recommends for mid-sized companies.
- 1
Zipfrom 50%64%
- 2
Coupa42%
- 3
Tropicfrom 0%15%
- 4
Levelpathfrom 0%3%
- 5Omnea1%
- 6Opstream0%
- 7
Oro Labs0%
- 8
Tonkean0%
Opstream0%2%0%Omnea1%0%0%AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard
Where AI gets its answers
AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard
More in Fintech
Other sectors
ChatGPT31%Claude12%Gemini28%Perplexity9% · lowestGoogle AI35%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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How we measure
Read the full methodWe ask 5 AI tools
We ask ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews what people ask when they choose software.
We count the brands they name
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.
We repeat every month
Same tools, same questions. If a question or a tool changes, we say so.
Questions people ask
Which brand does AI recommend most for procurement software?
Coupa. AI recommends Coupa in 57.3% of answers about procurement software. Zip is next at 44.4%.
Why is Coupa at the top?
AI recommends Coupa in 57.3% of answers, from 25% on ChatGPT to 88% on Gemini. We measure how often AI recommends a brand, not why.
Do ChatGPT, Claude and the other AI tools agree?
Not fully. Zip is first on ChatGPT and Perplexity. Coupa is first on Claude, Gemini and Google AI. They disagree most on Coupa: 88% on Gemini, 25% on ChatGPT.
Does the answer change with who's asking?
Yes. For mid-sized companies, AI recommends Zip most (64%). For large companies, AI recommends Coupa most (90%). When price matters most, AI recommends Coupa most (40%). Zip changes the most: 67% for large companies, 1% when price matters most.
What changed since October?
Tropic rose from 0.0% to 7.7% and Oro Labs rose from 0.2% to 6.9%. Those are the only clear changes. Everything else moved by about as much as it usually does month to month.
Which websites does AI cite most for procurement software?
g2.com, spendflo.com and ramp.com. AI cites g2.com in 23% of all answers about procurement software.
Why are some brands tied?
Tropic and Oro Labs share a place. They're less than 3 points apart. A difference that small can be chance.
My brand isn’t on the list. Can I see how it does?
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.
Can I pay to be on the leaderboard or rank higher?
No. The ranking comes only from what the AI tools answer. Nobody can pay to be added, moved, or removed.
Can I use this data in my own work?
Yes. Every table has a Share button to download it as an image, copy it as Markdown, or copy a link. Please credit daydream.
