# Trustpair: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/trustpair

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 4% | 10 | 0% | 5 |

## What the models said for it

- "I'd recommend evaluating Trustpair or EFTsure if your primary concern is vendor/payment fraud" (Claude Haiku 4.5, Ecommerce fraud)
- "Trustpair is the market-leading AI fraud detection solution for B2B payments and vendor fraud" (Claude Haiku 4.5, Ecommerce fraud)
- "add a B2B payment security control such as Trustpair alongside your transaction fraud stack" (Muse Glimmer 30B, Ecommerce fraud)
- "Trustpair: Specifically designed to combat corporate payment and wire transfer fraud" (Gemini 3.5 Flash, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Trustpair, from 22 of the 23 answers that named it (only the models that return a source list).

### Domains cited

- trustpair.com: 18 (its own site)
- fraud.net: 17
- fraudio.com: 16
- guideflow.com: 13
- g2.com: 11
- eftsure.com: 6
- learn.g2.com: 6
- trustmi.ai: 6
- corporate.visa.com: 5
- hcaptcha.com: 5

### Pages cited

- https://trustpair.com/blog/best-fraud-prevention-software: 17
- https://guideflow.com/blog/fraud-detection-software: 11
- https://fraudio.com/roundups/best-payment-fraud-detection-software: 8
- https://fraudio.com/roundups/best-ecommerce-fraud-prevention-software-tools-compared: 7
- https://learn.g2.com/best-e-commerce-fraud-protection-software: 6
- https://fraud.net/resources/best-payment-fraud-services-for-enterprises: 5
- https://g2.com/categories/e-commerce-fraud-protection: 5
- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 5

## In its own words

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

- Positioning: Vendor Fraud Prevention Platform; leading Payment Fraud Prevention and Account Validation Platform (https://trustpair.com/)
- For: Procure-to-Pay teams, CFO, Treasury, Account Payables, Procurement, Master Data Management, P2P Teams, Information Security, Global Business Services (https://trustpair.com/)
- Price stated: Get A Quote (https://trustpair.com/pricing)
- Integrations claimed: 20 (https://trustpair.com/); 150 (https://trustpair.com/platform) (pages disagree)
- Certifications: SOC 2 Type II, SOC 1 Type II, ISO 27001

## What it publishes

Every page trustpair.com exposes, read 2026-10-05: 1441 addresses. By kind, pages and the last 90 days:

- blog: 710 pages, 22 in the last 90 days, latest 2026-10-05
- webinar or virtual event: 8 pages, 0 in the last 90 days, latest 2025-10-03
- conference or event: 7 pages, 1 in the last 90 days, latest 2026-09-30
- report or ebook: 12 pages, 0 in the last 90 days, latest 2024-08-02
- comparison: 19 pages, 4 in the last 90 days, latest 2026-09-04
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-05-27
- glossary or explainer: 37 pages, 0 in the last 90 days, latest 2026-06-30
- news or press: 8 pages, 0 in the last 90 days, latest 2026-01-27
- Recent: 2026-10-05 blog: Basware completes acquisition of trustpair https://trustpair.com/blog/basware-completes-acquisition-of-trustpair
- Recent: 2026-10-02 blog: Onboarding vendors across countries the global business services playbook https://trustpair.com/blog/onboarding-vendors-across-countries-the-global-business-services-playbook
- Recent: 2026-10-02 blog: Global procure to pay standardization https://trustpair.com/blog/global-procure-to-pay-standardization
- Recent: 2026-10-02 blog: Gbs automation https://trustpair.com/blog/gbs-automation
- Recent: 2026-10-02 blog: Erp migration data governance https://trustpair.com/blog/erp-migration-data-governance
- Recent: 2026-10-02 blog: Vendor master data governance https://trustpair.com/blog/vendor-master-data-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.