# Justt: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/finance/vendors/justt

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 4% | 10 | 9% | 23 |
| [Payment orchestration platforms](https://www.gane.ai/index/finance/receivables/payment-orchestration-platforms/index.md) | 0% | 72 | 0% | 1 |

## What the models said for it

- "Justt is another top choice, especially for subscription-based businesses" (Mistral Small, Chargeback management)
- "Choose Chargeflow or Justt for automated post-chargeback recovery." (Perplexity Sonar, Chargeback management)
- "My default pick: Justt" (GPT-6 Luna, Chargeback management)
- "Businesses with custom payment routing or multi-acquirer setups usually require enterprise platforms like Justt or Chargebacks911." (Gemini 3.5 Flash, Chargeback management)

## And against it

- "Most mainstream chargeback tools (Chargeblast, Chargeflow, Justt) are built for ecommerce merchants... those tools won't fit your workflows." (MiniMax M2.5, Chargeback management)
- "No published G2 rating for third-party validation, custom pricing may lack transparency" (Claude Haiku 4.5, Chargeback management)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Justt, from 61 of the 65 answers that named it (only the models that return a source list).

### Domains cited

- getapp.com: 29
- capterra.com: 23
- softwareadvice.com: 23
- theretailexec.com: 22
- chargeback.io: 21
- chargeflow.io: 18
- claimlane.com: 18
- guideflow.com: 18
- softwareadvice.co.uk: 15
- capterra.co.uk: 14

### Pages cited

- https://getapp.com/all-software/chargeback-management: 28
- https://capterra.com/chargeback-management-software: 22
- https://theretailexec.com/tools/best-chargeback-management-software: 22
- https://softwareadvice.com/category/4793-chargeback-management: 20
- https://claimlane.com/resources/blog/chargeback-management-software: 16
- https://guideflow.com/blog/chargeback-management-software: 15
- https://softwareadvice.co.uk/directory/4793/chargeback-management-software/software: 15
- https://capterra.co.uk/directory/33796/chargeback-management/software: 13

## In its own words

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

- Positioning: AI-native, enterprise-grade chargeback management (https://justt.ai/)
- For: high-volume merchants (https://justt.ai/)
- Price stated: Custom pricing available upon demo request (https://justt.ai/integrations)
- Starting price: 0 (https://justt.ai/integrations)
- Integrations claimed: 50 (https://justt.ai/platform)
- Certifications: SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, GDPR, CCPA, PCI DSS
- Hosting: North Virginia, US., USA
- Customers named: Eneba, Marley Spoon, Hostinger, Simply

## What it publishes

Every page justt.ai exposes, read 2026-10-05: 477 addresses. By kind, pages and the last 90 days:

- blog: 128 pages, 6 in the last 90 days, latest 2026-09-15
- case study: 5 pages, 0 in the last 90 days, latest 2025-12-15
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest 2026-04-20
- report or ebook: 17 pages, 0 in the last 90 days, latest 2025-08-05
- comparison: 16 pages, 3 in the last 90 days, latest 2026-08-02
- glossary or explainer: 25 pages, 0 in the last 90 days, latest 2025-08-26
- Recent: 2026-09-15 blog: Chargeback ratio https://justt.ai/blog/chargeback-ratio
- Recent: 2026-09-02 blog: Chargebackx 2026 https://justt.ai/blog/chargebackx-2026
- Recent: 2026-08-27 blog: Real chargeback recovery rate https://justt.ai/blog/real-chargeback-recovery-rate
- Recent: 2026-08-18 blog: Mastercard gmap https://justt.ai/blog/mastercard-gmap
- Recent: 2026-08-02 comparison: Google play vs app store chargebacks https://justt.ai/blog/google-play-vs-app-store-chargebacks
- Recent: 2026-07-21 blog: Enterprise grade ai needs enterprise grade governance https://justt.ai/blog/enterprise-grade-ai-needs-enterprise-grade-governance

## 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.