How AI answer engines name Signifyd
Data through October 20, 2026
Across 1,585 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and October 20, 2026, Signifyd was named in 76 (4.8%).
Last 28 days: named in 37 of 504 answers in its home categories (7.3%), up 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Fintech, and how many of them named Signifyd.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 16 | 358 | 4.5% |
| Claude | 5 | 358 | 1.4% |
| Gemini | 49 | 358 | 13.7% |
| Perplexity | 5 | 358 | 1.4% |
| Google AI Mode | 1 | 113 | 0.9% |
| Google AI Overviews | 0 | 40 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 184 | 0.0% |
| Ranked list | 29 | 179 | 16.2% |
| Head-to-head | 1 | 180 | 0.6% |
| Is it worth it | 28 | 183 | 15.3% |
| How to choose | 4 | 180 | 2.2% |
| Problem first | 14 | 179 | 7.8% |
| News | 0 | 500 | 0.0% |
Week by week
Signifyd was named in at least one answer in 7 of the 16 weeks on record; the latest was the week of October 12, 2026.
Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named Signifyd. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 13 | 178 | 7.3% | |
| 14 | 179 | 7.8% | |
| 11 | 168 | 6.5% | |
| 9 | 92 | 9.8% | |
| 12 | 192 | 6.3% | |
| 11 | 192 | 5.7% | |
| 6 | 84 | 7.1% | |
| 0 | 48 | 0.0% | |
| 0 | 40 | 0.0% | |
| 0 | 54 | 0.0% | |
| 0 | 52 | 0.0% | |
| 0 | 34 | 0.0% | |
| 0 | 110 | 0.0% | |
| 0 | 111 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Signifyd alongside another brand in this record, it was named first in 22 of 74 (29.7%).
Named alongside
- Sift: named together in 69 answers
- Stripe: named together in 67 answers
- Equifax: named together in 13 answers
- Checkout.com: named together in 2 answers
- BigCommerce: named together in 1 answers
- GitHub: named together in 1 answers
Sources the engines cited when they named Signifyd
Domains cited in answers that named Signifyd, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| fraud.net | 17 |
| fraudio.com | 14 |
| microblink.com | 11 |
| fluxforce.ai | 9 |
| jpmorgan.com | 9 |
| ustechautomations.com | 8 |
| sift.com | 6 |
| chargeflow.io | 5 |
| paymentsandrisk.com | 5 |
| shadowdragon.io | 5 |
Signifyd's own site (signifyd.com) was cited in 9 of 76 (11.8%).
Across every answer run in the Machine Relations Index, not only the answers that named Signifyd, signifyd.com was cited in 31 of 28,201 (0.11%), by all 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #842 of 32,242 cited domains and #470 of 27,839 other observed sources.
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 Signifyd?
ChatGPT named Signifyd in 16 of 358 answers (4.5%) to buyer questions about Fintech between May 10, 2026 and October 20, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Signifyd.
Which sources do AI engines cite when they mention Signifyd?
The domains cited most often in answers that named Signifyd were fraud.net (17 answers), fraudio.com (14 answers) and microblink.com (11 answers).
Which AI engine names Signifyd most often?
Gemini, at 13.7%: it named Signifyd in 49 of 358 answers to buyer questions about Fintech.