Vantage research · November 2026 · Finance and payments
What AI cites for “best spend management platform”
ChatGPT cited 10 sites, Gemini cited 5 sites, Perplexity cited 8 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
- ramp.com
- brex.com
- coupa.com
- payhawk.com
- bill.com
- concur.com
- ziphq.com
- g2.comcommunity
- learn.g2.comcommunity
- eco.com
Brands namedRamp, Brex, Coupa, Payhawk, BILL Spend & Expense, SAP Concur, Zip
Gemini
5 sites · opens with a sentence · no table · opening 28 words
- ofx.com
- zylo.com
- gartner.com
- mercury.com
- brex.com
Brands namednone
Perplexity
8 sites · opens with a sentence · has a table · opening 49 words
- mindsprint.com
- emburse.com
- zylo.com
- learn.g2.comcommunity
- expenseanywhere.com
- bill.com
- payhawk.com
- spendesk.com
Brands namednone
Cited by more than one engine
- brex.com
- payhawk.com
- bill.com
- learn.g2.com
- zylo.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best spend management platform”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More Finance and payments 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.