Coupa Expense Management is an expense management product from Coupa · coupa.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Zoho Expense is first at 48%.
Ramp is first at 31%. 0 of 14 models made it the first choice when asked directly.
SAP Concur is first at 63%.
No positive label carried a quote.
“Slow performance with large datasets/reports/invoicing; poor/delayed customer service”Grok 4.20 · Negative question · warning
“Usually excessive for organizations seeking only receipt capture and reimbursements”Perplexity Sonar · Comparative question · warning
“for pure *expense management*, it can be overly rigid”Qwen 3.7 Flash · Negative question · warning
The products named in the same answers as Coupa Expense Management, over the 36 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 36 | 12 | View → | |
| 31 | 5 | View → | |
| 27 | 1 | View → | |
| 26 | 3 | View → | |
| 24 | 1 | View → | |
| 17 | 2 | View → | |
| 15 | 2 | View → | |
| 13 | 0 | View → | |
| 9 | 0 | View → | |
| 6 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Coupa Expense Management's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 29 of the 36 answers that named Coupa Expense Management and are not a share of its labels.
Eighty-six of the eighty-six domain citations in answers naming Coupa Expense Management came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | 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 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |