# Chargeback.com: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/chargeback-com

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 0% | 76 | 25% | 4 |

## And against it

- "here are the chargeback management tools and services you should be cautious about or potentially avoid... Chargeback.com ... Trustpilot rating: 2.9/5" (Kimi K2, Chargeback management)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Chargeback.com, from 6 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- fintechspecs.com: 4
- getapp.com: 4
- capterra.com: 3
- chargeback.io: 3 (its own site)
- chargeflow.io: 2
- g2.com: 2
- softwareadvice.co.uk: 2
- softwareadvice.com: 2
- softwareworld.co: 2
- stripe.com: 2

### Pages cited

- https://fintechspecs.com/blog/best-chargeback-management-tools-saas: 4
- https://getapp.com/all-software/chargeback-management: 4
- https://capterra.com/chargeback-management-software: 3
- https://chargeback.io/: 2
- https://chargeflow.io/: 2
- https://softwareadvice.co.uk/directory/4793/chargeback-management-software/software: 2
- https://softwareadvice.com/category/4793-chargeback-management: 2
- https://stripe.com/resources/more/chargeback-prevention-tools: 2

## In its own words

What Chargeback.com's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Chargeback Prevention Software (https://chargeback.io/)
- For: businesses (https://chargeback.io/)
- Price stated: Cheapest rates for alerts in the industry. (https://chargeback.io/)
- Starting price: 15 (https://www.chargeback.io/pricing)

## What it publishes

Every page chargeback.io exposes, read 2026-10-05: 3187 addresses. By kind, pages and the last 90 days:

- blog: 159 pages, 100 in the last 90 days, latest 2026-09-30
- case study: 2 pages, 2 in the last 90 days, latest 2026-09-07
- comparison: 31 pages, 23 in the last 90 days, latest 2026-09-28
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 38 pages, 38 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-30 blog: Shopify ndrp https://www.chargeback.io/blog/shopify-ndrp
- Recent: 2026-09-28 blog: Best payment orchestration platforms https://www.chargeback.io/blog/best-payment-orchestration-platforms
- Recent: 2026-09-28 comparison: Creditcard encryption vs tokenization https://www.chargeback.io/blog/creditcard-encryption-vs-tokenization
- Recent: 2026-09-28 blog: Dropshipping inr chargebacks https://www.chargeback.io/blog/dropshipping-inr-chargebacks
- Recent: 2026-09-28 glossary or explainer: What is 3d secure https://www.chargeback.io/blog/what-is-3d-secure
- Recent: 2026-09-25 blog: Avoid chargebacks in saas https://www.chargeback.io/blog/avoid-chargebacks-in-saas

## 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.