# Disputifier: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/finance/vendors/disputifier

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 0% | 21 | 8% | 12 |

## What the models said for it

- "Other budget-friendly options include Disputifier, which is tailored for small to mid-size Shopify merchants" (Mistral Small, Chargeback management)
- "e.g., ChargeBlast, Chargebacks911, Midigator, or Disputifier) that offer trial periods" (Qwen 3.7 Flash, Chargeback management)
- "A cost-effective automated chargeback resolution app for smaller e-commerce merchants" (Gemini 3.5 Flash, Chargeback management)
- "Best For: NFT marketplaces, digital download stores, and second-hand platforms." (Qwen 3.7 Flash, Chargeback management)

## And against it

- "Too e-commerce focused — lacks the invoice/contract evidence handling B2B needs." (DeepSeek V4 Flash, Chargeback management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Disputifier, from 24 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- fitsmallbusiness.com: 13
- softwareadvice.co.uk: 13
- getapp.com: 12
- capterra.co.uk: 9
- softwareadvice.com: 8
- chargeback.io: 7
- beastinsights.com: 6
- capterra.ca: 6
- chargeblast.com: 6
- chargeflow.io: 6

### Pages cited

- https://fitsmallbusiness.com/best-chargeback-protection-service: 13
- https://softwareadvice.co.uk/directory/4793/chargeback-management-software/software: 13
- https://getapp.com/all-software/chargeback-management: 11
- https://capterra.co.uk/directory/33796/chargeback-management/software: 9
- https://beastinsights.com/best/chargeback-management-software: 6
- https://capterra.ca/directory/33796/chargeback-management/software: 6
- https://cside.com/blog/best-chargeback-prevention-software: 5
- https://guideflow.com/blog/chargeback-management-software: 5

## In its own words

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

- Positioning: the smartest, merchant-friendly, full-service chargeback platform (https://disputifier.com/)
- For: ecommerce merchants and ISOs (https://disputifier.com/)
- Price stated: Pricing is based on the services selected. We charge no monthly fees, setup fees, or subscription fees. Simply pay when we help you stop or win a chargeback. (https://disputifier.com/)
- Starting price: $0.05/ per order (https://www.disputifier.com/pricing)

## What it publishes

Every page disputifier.com exposes, read 2026-10-05: 282 addresses. By kind, pages and the last 90 days:

- blog: 187 pages, 0 in the last 90 days, latest undated
- comparison: 29 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 16 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.