# Riskified: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 49 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/riskified

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 0% | 21 | 36% | 39 |
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 0% | 22 | 0% | 10 |

## What the models said for it

- "Choose Riskified or Forter for high-volume retail, international sales, and aggressive false-decline reduction." (Perplexity Sonar, Ecommerce fraud)
- "Compare Signifyd or Riskified if your priority is covered chargeback exposure and automated order decisions." (GPT-6 Luna, Ecommerce fraud)
- "Choose Signifyd or Riskified if you want to eliminate chargeback costs entirely, minimize operational overhead" (Gemini 3.5 Flash, Ecommerce fraud)
- "Best for: enterprise ecommerce merchants that want a chargeback guarantee and strong focus on conversion lift." (GPT-5.4 mini, Ecommerce fraud)

## And against it

- "Specific Platforms to Avoid or Be Cautious About ... Riskified ... significant user complaints regarding its chargeback guarantee and support" (GLM 4.7 FlashX, Ecommerce fraud)
- "Avoid enterprise platforms like Riskified, Forter, and Kount" (DeepSeek V4 Flash, Ecommerce fraud)
- "Forter and Riskified often use a fixed monthly fee + percentage of transactions model. For smaller merchants, this can be prohibitively expensive" (DeepSeek V4 Flash, Ecommerce fraud)
- "Signifyd / Riskified | Guaranteed protection, zero liability for approved orders. | Higher fees per order; potential increase in false decline rates" (Gemini 3.5 Flash, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 1 | 1 | 1 | 4 |
| Perplexity Sonar | 1 | 1 | 1 | 1 | 4 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 3 | 7 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 1 | 0 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 3 | 1 | 5 |
| GPT-6 Luna | 1 | 0 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 2 | 0 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Riskified, from 135 of the 145 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 74
- hcaptcha.com: 51
- merchantfraudjournal.com: 37
- stripe.com: 36
- guideflow.com: 33
- paymentsandrisk.com: 33
- signifyd.com: 32
- sourceforge.net: 32
- capterra.com: 31
- cside.com: 31

### Pages cited

- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 51
- https://g2.com/categories/e-commerce-fraud-protection: 47
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 37
- https://paymentsandrisk.com/docs/fraud/vendors/landscape: 25
- https://cside.com/blog/ecommerce-fraud-prevention-software: 24
- https://fraudio.com/roundups/best-ecommerce-fraud-prevention-software-tools-compared: 21
- https://stripe.com/resources/more/ecommerce-fraud-prevention-software: 21
- https://aissist.io/insights/best-ecommerce-fraud-prevention-tools: 18

## In its own words

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

- Positioning: AI fraud prevention fueling ecommerce success (https://riskified.com/)
- For: Leading ecommerce brands (https://riskified.com/)
- Customers named: Lorna Jane, Rue Gilt Groupe, Gametime, Booking.com, Finish Line, Kogan, AndST, Lacoste Japan

## What it publishes

Every page riskified.com exposes, read 2026-10-05: 1193 addresses. By kind, pages and the last 90 days:

- blog: 428 pages, 0 in the last 90 days, latest undated
- case study: 21 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 32 pages, 0 in the last 90 days, latest undated
- conference or event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 17 pages, 0 in the last 90 days, latest undated
- comparison: 7 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 0 in the last 90 days, latest undated
- podcast or video: 46 pages, 0 in the last 90 days, latest undated
- news or press: 91 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.