| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Corporate travel management | Spend and procurement | 0% | 21 of 60 | 36% | 11 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 2 | 3 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Full-service TMC with premium support, duty-of-care, and NDC content. Ideal for large orgs” Grok 4.1 Fast · Corporate travel managem · comparative prompt · alternative
“Egencia / Amex GBT — The full-service TMC with human agents” DeepSeek V4 Flash · Corporate travel managem · comparative prompt · alternative
“Best for: Large enterprises with global programs” Kimi K2 · Corporate travel managem · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Many traditional TMCs ... like American Express GBT or BCd charge per-person-per-month or per-transaction fees.” Qwen 3.7 Flash · Corporate travel managem · budget prompt · soft negative
“Mega-TMC and Software Hybrids (e.g., Amex GBT + Concur Direct) ... administrators often run into heavy friction” Gemini 3.5 Flash · Corporate travel managem · negative prompt · soft negative
“Legacy Enterprise Suites (e.g., SAP Concur, Amex GBT) ... frequently cited for legacy technical debt” Qwen 3.7 Flash · Corporate travel managem · negative prompt · soft negative
“A mixed bag, but with notable red flags... so this one is highly inconsistent” DeepSeek V4 Flash · Corporate travel managem · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 35 of the 44 answers that named American Express Global Business Travel and are not a share of its labels.
173 of the 173 domain citations in answers naming American Express Global Business Travel came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when American Express Global Business Travel's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as American Express Global Business Travel, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at americanexpress.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.