# Industrybuying: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Procure-to-pay](https://www.gane.ai/index/finance/spend/procure-to-pay/index.md) | 0% | 106 | 100% | 1 |

## And against it

- "Fraud reports... Trust issues: Several reviewers describe it as "scammers" with no professionalism" (GLM 4.7 FlashX, Procure-to-pay)

## 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| 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 Industrybuying, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- trustpilot.com: 3
- bbb.org: 2
- g2.com: 2
- linkedin.com: 2
- paymentreview.com: 2
- reddit.com: 2
- anchorgroup.tech: 1
- atamis.co.uk: 1
- auravms.com: 1
- avetta.com: 1

### Pages cited

- https://trustpilot.com/review/industrybuying.com: 3
- https://anchorgroup.tech/blog/losing-money-with-b2b-net-terms-anchor-group-podcast-ep-17: 1
- https://atamis.co.uk/2025/02/10/risks-and-impacts-of-eprocurement: 1
- https://auravms.com/blogs/procurement-fraud-prevention-guide-smb-2026: 1
- https://avetta.com/microsite/procurement: 1
- https://bbb.org/us/ca/alviso/profile/payment-processing-services/billcom-llc-1216-1000005293/customer-reviews: 1
- https://bbb.org/us/ca/palo-alto/profile/computer-software/sap-ariba-1216-1000006807/complaints: 1
- https://bbb.org/us/ny/new-york/profile/payment-processing-services/klarna-inc-0121-159085: 1

## 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.