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The most visible travel and expense tools on ChatGPT, October 2026

October 2026 · 12 questions asked in English, worldwide · ChatGPT · 24 answers read

Leader

Navan

92%of answers name it

Most cited source

ramp.com

33citations

From ChatGPT

Where engines disagree most

One engine

This page reads ChatGPT only. Set Engine to All to compare them.

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
– FlyExpense Too few answers 0% 0% None First reading
– FreshBooks CA Too few answers 0% 0% First reading
– Fyle IN Too few answers 4% 0% None First reading
– Mobilexpense BE Too few answers 4% 4% None First reading
– Moss DE Too few answers 0% 0% None First reading
– Payhawk GB Too few answers 8% 0% None First reading
– Rappling Travel Too few answers 0% 0% None First reading
– Rippling Spend Management US Too few answers 0% 0% None First reading
– Rydoo BE Too few answers 8% 8% None First reading
– SAP DE Too few answers 4% 0% First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 ramp.com Brand site 62.5% 1 of 4 11 10
2Withheld. Run a full Snapshot to see it.
3 concur.com Brand site 50.0% 1 of 4 7 7
4Withheld. Run a full Snapshot to see it.
5Withheld. Run a full Snapshot to see it.
6Withheld. Run a full Snapshot to see it.
7 expensify.com Brand site 29.2% 1 of 4 5 15
8Withheld. Run a full Snapshot to see it.
9Withheld. Run a full Snapshot to see it.
10 pleo.io Brand site 12.5% 1 of 4 4 5

The questions, and who wins each

QuestionLanguageWins it
business travel and expense software with the best support English Navan, Perk, SAP Concur and TravelPerk, tied
which business travel and expense software do experts recommend English Brex, Expensify, Navan, Ramp, SAP Concur and TravelPerk, tied

Each engine's top three

Method

Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured