# Signifyd: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 61 judge labels across 2 categories by 14 of 14 models. Page: https://finance-ai-index.com/vendors/signifyd/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Ecommerce fraud prevention | 8% | 4 | 19% | 43 |
| Chargeback management | 0% | 30 | 39% | 18 |

## What the models said for it

- "Choose Signifyd or Riskified if: You want to outsource fraud completely... Go with Signifyd if you are mid-market and want seamless e-commerce platform plug-ins." (Gemini 3.5 Flash, Ecommerce fraud)
- "Choose a Guarantee Tool (Signifyd/Riskified) if you are overwhelmed by manual reviews and cannot afford to be liable for fraud losses." (Qwen 3.7 Flash, Chargeback management)
- "The original "chargeback guarantee" pioneer ... Best fit: High-volume merchants ($10M+ GMV) who want fraud completely off their plate." (Kimi K2, Ecommerce fraud)
- "The Best Overall (Especially for Open Credit): Signifyd ... widely considered the gold standard for B2B commerce" (Qwen 3.7 Flash, Ecommerce fraud)

## And against it

- "custom enterprise pricing, usually requiring a sales call and large commitments" (DeepSeek V4 Flash, Chargeback management)
- "Signifyd's public terms define eligible chargebacks narrowly... That's a reason to get the exact coverage schedule and exclusions in the signed agreement—not, by itself, a reason to avoid Signifyd." (GPT-6 Luna, Ecommerce fraud)
- "Fraud-prevention tools like Signifyd, Riskified, or ClearSale offer "chargeback guarantees"... their systems are heavily incentivized to be ultra-conservative." (Gemini 3.5 Flash, Chargeback management)
- "Signifyd offers chargeback guarantees rather than prevention itself... small businesses with tight margins might find the cost structure challenging" (Claude Haiku 4.5, Chargeback management)

## In its own words

What Signifyd's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Fraud and Consumer Abuse Protection for Companies (https://signifyd.com/)
- For: companies (https://signifyd.com/)
- Price stated: Signifyd charges a percentage of the order total when an order is approved. What that percentage is varies depending on the specific products purchased, merchant vertical, order volume, and average ticket price, among other metrics. There is no charge when an order is declined due to fraud. (https://www.signifyd.com/pricing)
- Customers named: Philips, Cymbiotika, MANGO, Ferguson Home, Hot Topic, Emma, Rodan + Fields, Build-A-Bear

## What it publishes

Every page signifyd.com exposes, read 2026-10-05: 1251 addresses. By kind, pages and the last 90 days:

- blog: 732 pages, 20 in the last 90 days, latest 2026-09-30
- case study: 46 pages, 0 in the last 90 days, latest 2024-08-29
- webinar or virtual event: 7 pages, 0 in the last 90 days, latest 2025-03-20
- conference or event: 42 pages, 1 in the last 90 days, latest 2026-07-29
- report or ebook: 6 pages, 0 in the last 90 days, latest 2025-09-16
- comparison: 19 pages, 1 in the last 90 days, latest 2026-08-11
- template or tool: 4 pages, 0 in the last 90 days, latest 2025-08-13
- glossary or explainer: 7 pages, 3 in the last 90 days, latest 2026-09-30
- news or press: 22 pages, 2 in the last 90 days, latest 2026-08-06
- Recent: 2026-09-30 blog: Signifyd brand announcement https://www.signifyd.com/blog/signifyd-brand-announcement
- Recent: 2026-09-30 glossary or explainer: What is 3d secure https://www.signifyd.com/resources/fraud-101/what-is-3d-secure
- Recent: 2026-09-30 glossary or explainer: What is avs https://www.signifyd.com/resources/fraud-101/what-is-avs
- Recent: 2026-09-30 glossary or explainer: What is contact rate https://www.signifyd.com/resources/fraud-101/what-is-contact-rate
- Recent: 2026-09-30 blog: When customer friendly policies become commercial risk https://www.signifyd.com/resources/fraud-101/when-customer-friendly-policies-become-commercial-risk
- Recent: 2026-09-30 blog: Types of chargebacks https://www.signifyd.com/resources/fraud-101/types-of-chargebacks

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.