How AI answer engines name Coupa
Data through October 10, 2026
Across 1,395 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Enterprise Software between May 10, 2026 and October 10, 2026, Coupa was named in 79 (5.7%).
By engine
Answers each engine gave to buyer questions about Enterprise Software, Legal & Compliance and Healthcare Services, and how many of them named Coupa.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 9 | 689 | 1.3% |
| Claude | 18 | 694 | 2.6% |
| Gemini | 43 | 693 | 6.2% |
| Perplexity | 16 | 693 | 2.3% |
| Google AI Mode | 5 | 308 | 1.6% |
| Google AI Overviews | 2 | 94 | 2.1% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 298 | 0.0% |
| Ranked list | 54 | 284 | 19.0% |
| Head-to-head | 3 | 280 | 1.1% |
| Is it worth it | 21 | 277 | 7.6% |
| How to choose | 0 | 297 | 0.0% |
| Problem first | 5 | 277 | 1.8% |
| News | 10 | 1,458 | 0.7% |
Named first
When an answer named Coupa alongside another brand in this record, it was named first in 35 of 71 (49.3%).
Named alongside
- Ivalua: named together in 24 answers
- Brex: named together in 23 answers
- Workday: named together in 19 answers
- Salesforce: named together in 13 answers
- Databricks: named together in 4 answers
- Sirion: named together in 3 answers
- HubSpot: named together in 2 answers
- Rippling: named together in 2 answers
Sources the engines cited when they named Coupa
Domains cited in answers that named Coupa, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| procuredesk.com | 18 |
| fraxion.biz | 17 |
| spendflo.com | 16 |
| order.co | 14 |
| procurify.com | 12 |
| suplari.com | 11 |
| g2.com | 10 |
| brex.com | 9 |
| ivalua.com | 9 |
| siit.io | 9 |
Coupa's own site (coupa.com) was cited in 1 of 96 (1.0%).
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Enterprise Software | 79 | 1,395 | 5.7% |
| Legal & Compliance | 10 | 486 | 2.1% |
| Healthcare Services | 4 | 1,290 | 0.3% |
| Enterprise AI | 2 | 501 | 0.4% |
| Fintech | 1 | 1,407 | 0.1% |
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Coupa?
ChatGPT named Coupa in 9 of 689 answers (1.3%) to buyer questions about Enterprise Software, Legal & Compliance and Healthcare Services between May 10, 2026 and October 10, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Coupa.
Which sources do AI engines cite when they mention Coupa?
The domains cited most often in answers that named Coupa were procuredesk.com (18 answers), fraxion.biz (17 answers) and spendflo.com (16 answers).
Which AI engine names Coupa most often?
Gemini, at 6.2%: it named Coupa in 43 of 693 answers to buyer questions about Enterprise Software, Legal & Compliance and Healthcare Services.