Coupa Software
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Coupa Software has 4.
Why models recommend it
“Coupa is a close second, known for its cloud-based procurement and spend management solutions.”Mistral Small · Comparative question · alternative
“The "Buyer-Centric" Choice: Coupa prioritizes user experience (UX).”Qwen 3.7 Flash · Comparative question · alternative
“Market Position: Strong #2 player”MiniMax M2.5 · Comparative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Coupa Software, over the 8 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 6 | 2 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Coupa Software's own site, not checked by Gane.
- Also from Coupa
- Coupa Expense, Coupa Expense Management, Coupa Pay, Coupa Supplier Portal, Coupa Treasury
How this is measured
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 →Sources returned with these answers
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 7 of the 8 answers that named Coupa Software and are not a share of its labels.
Domains cited
Twenty-two of the twenty-four domain citations in answers naming Coupa Software came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |