Leader
78%of answers name it
The most visible travel and expense tools, October 2026
Most cited source
50citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 78 , range 71–84 | 78
| 78% | 57% | | First reading | |
| 2 | | New entry | 75 , range 67–82 | 75
| 76% | 51% | | First reading | |
| 3 | | New entry | 74 , range 66–81 | 74
| 73% | 51% | | First reading | |
| 4 | | New entry | 64 , range 52–74 | 64
| 61% | 40% | | First reading | |
| 5 | | New entry | 63 , range 51–73 | 63
| 59% | 41% | | First reading | |
| 6 | | New entry | 55 , range 46–67 | 55
| 52% | 33% | | First reading | |
| 7 | | New entry | 38 , range 32–46 | 38
| 31% | 15% | | First reading | |
| 8 | | New entry | 33 , range 21–40 | 33
| 25% | 8% | | First reading | |
| 9 | | New entry | 10 , range 5–32 | 10
| 9% | 6% | None | First reading | |
| 10 | | New entry | 8 , range 3–30 | 8
| 7% | 4% | None | 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.
This month's moves
First reading. No comparable previous month yet.
Biggest risers
No clear rise.
Biggest fallers
No clear fall.
New entries
Drop-outs
No drop-outs.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Media | 4.2% | 1 of 4 | 2 | 0 |
| 2 | | Media | 3.1% | 1 of 4 | 1 | 0 |
| 3 | | Media | 3.1% | 1 of 4 | 1 | 0 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Media | 1.0% | 1 of 4 | 1 | 0 |
| 7 | | Media | 1.0% | 1 of 4 | 1 | 0 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| business travel and expense software with the best support | English | |
| which business travel and expense software do experts recommend | English | |
Each engine's top three
Google AI Mode
- 1
SAP Concur
- 2
Brex
- 3
Navan
Gemini
- 1
- 2
Ramp
- 3
Google AI Overviews
- 1
- = 2
- = 2
ChatGPT
- 1
- 2
- 3
TravelPerk
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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.