How AI answer engines name Ripple
Data through October 23, 2026
Across 1,753 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and October 23, 2026, Ripple was named in 15 (0.9%).
Last 28 days: named in 0 of 672 answers in its home categories (0.0%), level with the 28 days before.
By engine
Answers each engine gave to buyer questions about Fintech, and how many of them named Ripple.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 5 | 400 | 1.3% |
| Claude | 2 | 400 | 0.5% |
| Gemini | 2 | 400 | 0.5% |
| Perplexity | 4 | 400 | 1.0% |
| Google AI Mode | 1 | 113 | 0.9% |
| Google AI Overviews | 1 | 40 | 2.5% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 212 | 0.0% |
| Ranked list | 0 | 207 | 0.0% |
| Head-to-head | 0 | 208 | 0.0% |
| Is it worth it | 0 | 211 | 0.0% |
| How to choose | 0 | 208 | 0.0% |
| Problem first | 0 | 207 | 0.0% |
| News | 15 | 500 | 3.0% |
Week by week
Ripple was named in at least one answer in 6 of the 17 weeks on record; the latest was the week of June 29, 2026.
Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named Ripple. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 168 | 0.0% | |
| 0 | 178 | 0.0% | |
| 0 | 179 | 0.0% | |
| 0 | 168 | 0.0% | |
| 0 | 92 | 0.0% | |
| 0 | 192 | 0.0% | |
| 0 | 192 | 0.0% | |
| 0 | 84 | 0.0% | |
| 2 | 48 | 4.2% | |
| 0 | 40 | 0.0% | |
| 2 | 54 | 3.7% | |
| 0 | 52 | 0.0% | |
| 4 | 34 | 11.8% | |
| 3 | 110 | 2.7% | |
| 2 | 111 | 1.8% | |
| 2 | 48 | 4.2% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Ripple alongside another brand in this record, it was named first in 1 of 9 (11.1%).
Named alongside
- Stripe: named together in 7 answers
- Checkout.com: named together in 5 answers
- Block: named together in 3 answers
- Plaid: named together in 3 answers
- Acorns: named together in 1 answers
- Brex: named together in 1 answers
- Wealthfront: named together in 1 answers
- YNAB: named together in 1 answers
Sources the engines cited when they named Ripple
Domains cited in answers that named Ripple, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| failory.com | 5 |
| fintechlabs.com | 5 |
| fintechmagazine.com | 5 |
| beinsure.com | 3 |
| cbinsights.com | 3 |
| deloitte.com | 3 |
| ey.com | 3 |
| landbase.com | 3 |
| relipa.global | 3 |
| truist.com | 3 |
Ripple's own site (ripple.com) was cited in 4 of 15 (26.7%).
Across every answer run in the Machine Relations Index, not only the answers that named Ripple, ripple.com was cited in 10 of 30,032 (0.03%), by 4 of the 6 engines it observes. The Index is still collecting evidence on ripple.com before it grades or ranks it.
Across every Fintech buyer question, not only the answers that named Ripple, the Machine Relations Index ranks which sources AI engines cite for Fintech questions.
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 Ripple?
ChatGPT named Ripple in 5 of 400 answers (1.3%) to buyer questions about Fintech between May 10, 2026 and October 23, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Ripple.
Which sources do AI engines cite when they mention Ripple?
The domains cited most often in answers that named Ripple were failory.com (5 answers), fintechlabs.com (5 answers) and fintechmagazine.com (5 answers).
Which AI engine names Ripple most often?
Google AI Overviews, at 2.5%: it named Ripple in 1 of 40 answers to buyer questions about Fintech.