Vantage research · November 2026 · Analytics
What AI cites for “best marketing attribution software”
ChatGPT cited 10 sites, Gemini cited 8 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
10 sites · opens with a sentence · has a table · opening 6 words
- dreamdata.io
- northbeam.io
- triplewhale.com
- hockeystack.com
- hubspot.com
- ruleranalytics.com
- appsflyer.com
- business.adobe.com
- cometly.com
- improvado.io
Brands namedDreamdata, Northbeam, Triple Whale, HockeyStack, HubSpot Marketing Hub, Ruler Analytics, AppsFlyer, Adobe Marketo Measure
Gemini
8 sites · opens with a sentence · no table · opening 25 words
- roivenue.com
- gaconnector.com
- hyros.com
- improvado.io
- usermaven.com
- cometly.com
- g2.comcommunity
- gartner.com
Brands namedTriple Whale, Northbeam, Cometly, Dreamdata, GA Connector, Adobe Marketo Measure, HubSpot Marketing Hub, CallRail
Perplexity
10 sites · opens with a sentence · has a table · opening 10 words
- funnel.io
- owox.com
- usermaven.com
- admetrics.io
- vezadigital.com
- factors.ai
- soku.ai
- gaconnector.com
- rebrandly.com
- ruleranalytics.com
Brands namedEcommerce and DTC
Cited by more than one engine
- ruleranalytics.com
- cometly.com
- improvado.io
- gaconnector.com
- usermaven.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best marketing attribution software”, 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.