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

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

Industry Asked from Brands from Audience Engine Month

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	Mentioned by	Change
–	FlyExpense	Too few answers	0%	0%	None	First reading
–	FreshBooks CA	Too few answers	0%	0%	None	First reading
–	Fyle IN	Too few answers	4%	0%		First reading
–	Mobilexpense BE	Too few answers	4%	4%		First reading
–	Moss DE	Too few answers	0%	0%	None	First reading
–	Payhawk GB	Too few answers	8%	0%		First reading
–	Rappling Travel	Too few answers	0%	0%	None	First reading
–	Rippling Spend Management US	Too few answers	0%	0%		First reading
–	Rydoo BE	Too few answers	8%	8%		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
11	Withheld. Run a full Snapshot to see it.
12	Withheld. Run a full Snapshot to see it.
13	dupple.com	Media	12.5%	1 of 4	1	0
14	Withheld. Run a full Snapshot to see it.
15	Withheld. Run a full Snapshot to see it.
16	Withheld. Run a full Snapshot to see it.
17	gartner.com	Industry authority	4.2%	1 of 4	2	0
18	mobilexpense.com	Brand site	4.2%	1 of 4	2	0
19	Withheld. Run a full Snapshot to see it.
20	Withheld. Run a full Snapshot to see it.

The questions, and who wins each

Question	Language	Wins it
best business travel and expense software for a distributed company	English	Brex, Navan, Ramp and SAP Concur, tied
business travel and expense software recommendations for an office manager	English	Brex, Expensify, Navan and Ramp, tied
top business travel and expense software	English	Brex, Expensify, Navan, Ramp, SAP Concur and TravelPerk, tied
how to choose business travel and expense software	English	Navan, Ramp, SAP Concur and TravelPerk, tied
what to look for in business travel and expense software	English	No brand recommended
business travel and expense software for a team of 20 to 200	English	Navan, Ramp, SAP Concur and TravelPerk, tied
business travel and expense software that integrates with Xero	English	Pleo and TravelPerk, tied
business travel and expense software with GDPR-compliant hosting	English	Navan, Rydoo, SAP Concur and TravelPerk, tied
business travel and expense software for consulting	English	Navan, Ramp and SAP Concur, tied
most reliable business travel and expense software	English	Navan, Ramp, SAP Concur and TravelPerk, tied

Each engine's top three

ChatGPT

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