Ecommerce fraud prevention · RankedTrustpair
Trustpair is a B2B payment fraud prevention product that validates supplier bank accounts and monitors suppliers on an ongoing basis · trustpair.com ↗
Strongest at enterprise, contested with Sift. Thin evidence at small business: three labels.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Stripe Radar is first at 34%.
Stripe Radar is first at 15%. 1 of 14 models made it the first choice when asked directly.
Ranked first, contested: Sift has 13%.
Why models recommend it
“I'd recommend evaluating Trustpair or EFTsure if your primary concern is vendor/payment fraud”Claude Haiku 4.5 · Paraphrase question · first choice
“Trustpair is the market-leading AI fraud detection solution for B2B payments and vendor fraud”Claude Haiku 4.5 · Direct question · first choice
“add a B2B payment security control such as Trustpair alongside your transaction fraud stack”Muse Glimmer 30B · Direct question · alternative
“Trustpair: Specifically designed to combat corporate payment and wire transfer fraud”Gemini 3.5 Flash · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Trustpair, over the 23 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 1 | View → | |
| 11 | 3 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Trustpair's own site, not checked by Gane.
- For
- Procure-to-Pay teams, CFO, Treasury, Account Payables, Procurement, Master Data Management, P2P Teams, Information Security, Global Business Services
- Price stated
- Get A Quote
- Integrations
- 20 · 150 (its own pages disagree)
- Certifications
- SOC 2 Type II, SOC 1 Type II, ISO 27001
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 22 of the 23 answers that named Trustpair and are not a share of its labels.
Domains cited
Eighty-five of the 103 domain citations in answers naming Trustpair came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 710 | 22 | 2026-10-05 | Procure-to-pay, Supplier management | |
| Glossary or explainer | 37 | 0 | 2026-06-30 | ||
| Comparison | 19 | 4 | 2026-09-04 | ||
| Report or ebook | 12 | 0 | 2024-08-02 | ||
| Webinar or virtual event | 8 | 0 | 2025-10-03 | Supplier management | |
| News or press | 8 | 0 | 2026-01-27 | ||
| Conference or event | 7 | 1 | 2026-09-30 | ||
| Template or tool | 3 | 0 | 2026-05-27 |
Most recent
- 2026-10-05Basware completes acquisition of trustpair blog
- 2026-10-02Onboarding vendors across countries the global business services playbook blog
- 2026-10-02Global procure to pay standardization blog
- 2026-10-02Gbs automation blog
- 2026-10-02Erp migration data governance blog
- 2026-10-02Vendor master data governance blog
Events in person
- October 21, 2026KPMG Digital Treasury Summit 2026Zurich · exhibits
As the event pages on trustpair.com state them, read October 5, 2026.
How it is countedHide how it is counted
Every page trustpair.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name procure-to-pay (11); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.