Sales and marketing · November 2026

Product analytics

Measured across
  • ChatGPT
  • Claude
  • Gemini
  • Perplexity
  • Google AI

How often each brand is recommended

The AI tools disagree most on Google Analytics: 66% on Gemini, 16% 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 startups.

  1. 1PostHog95%
  2. 2Mixpanel92%
  3. 3Amplitude82%
  4. 4Google Analytics39%
  5. 5Heap26%
  6. 6FullStoryfrom 12%19%
  7. 7Statsigfrom 4%11%
  8. 8Pendo8%

AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard

Where AI gets its answers

#WebsiteCited inCited inHow often AI cites this website in its answers.ChangeChangeHow much this changed since October.
1amplitude.comAmplitude’s site44%−1.9%
2posthog.comPostHog’s site40%+6.2%
3mixpanel.comMixpanel’s site31%+6.8%
4userpilot.com21%+1.9%
5openpanel.dev13%−0.9%
6statsig.comStatsig’s site10%−1.3%
7brainforge.ai9%+3.0%
8checkthat.ai9%−1.1%
9mitzu.io8%−0.1%
10growthbook.io8%+2.3%

AI Visibility Leaderboard · November 2026withdaydream.com/leaderboard

More in Sales and marketing

Other sectors

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 dashboard

Growth teams at Clay, Notion, Replit and Perplexity have worked with daydream.

“daydream understands how to scale an SEO growth engine in the AI era better than anyone.”
Lenny Rachitsky, Founder at Lenny’s Newsletter

How we measure

Read the full method
  1. We ask 5 AI tools

    We ask ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews what people ask when they choose software.

  2. 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.

  3. 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 product analytics?

Mixpanel, Amplitude and PostHog share first place, at 82.0%, 80.6% and 78.7% of answers about product analytics. Each is less than 3 points from the next, so we don’t rank one above another.

Do ChatGPT, Claude and the other AI tools agree?

Not fully. Amplitude is first on ChatGPT. PostHog is first on Claude. Mixpanel is first on Gemini, Perplexity and Google AI. They disagree most on Google Analytics: 66% on Gemini, 16% on ChatGPT.

Does the answer change with who's asking?

Yes. For startups, AI recommends PostHog most (95%). For large companies, AI recommends Amplitude most (75%). When price matters most, AI recommends PostHog most (92%). Google Analytics changes the most: 73% when price matters most, 24% for large companies.

What changed since October?

FullStory rose from 9.3% to 18.9% and Statsig rose from 6.5% to 14.8%. 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 product analytics?

amplitude.com, posthog.com and mixpanel.com. AI cites amplitude.com in 44% of all answers about product analytics.

Why are some brands tied?

Heap, FullStory, Pendo and Statsig share a place. Each is less than 3 points from the next. 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.

How often is it updated?

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.

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.

Where does your brand rank?Free dashboard