Vantage research · November 2026 · Analytics
What AI cites for “best product analytics tool”
ChatGPT cited 7 sites, Gemini cited 0 sites, Perplexity cited 10 sites. No site was cited by all three.
Updated monthlyNext edition 1 December 2026
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
7 sites · opens with a sentence · has a table · opening 25 words
- posthog.com
- mixpanel.com
- amplitude.com
- heap.io
- pendo.io
- dupple.com
- softwarecompare.net
Brands namedPostHog, Mixpanel, Amplitude, Heap, Pendo, Funnels, Retention, Cohorts
Gemini
0 sites · opens with a sentence · has a table · opening 31 words
Answered from what the model already knows: no sites cited.
Brands namedMixpanel, Amplitude, PostHog, Hotjar, Heap
Perplexity
10 sites · opens with a sentence · has a table · opening 34 words
- amplitude.com
- g2.comcommunity
- userpilot.com
- toolradar.com
- mixpanel.com
- learn.g2.comcommunity
- enterpret.com
- surveysparrow.com
- dupple.com
- growthbook.io
Brands namedAmplitude
Cited by more than one engine
- mixpanel.com
- amplitude.com
- dupple.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best product analytics tool”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More Analytics questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.