# IBM: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 6 judge labels across 4 categories by 6 of 12 models. Page: https://gtm-ai-index.com/vendors/ibm/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CRM data quality and deduplication | 0% | 54 | 0% | 2 |
| Workflow automation and iPaaS | 0% | 62 | 50% | 2 |
| Data management platforms | 0% | 114 | 0% | 1 |
| Data warehouse and reverse ETL for marketing | 0% | 57 | 0% | 1 |

## What the models said for it

- "Enterprise BPM suites (like ServiceNow or IBM)" (Qwen 3.7 Flash, Automation & iPaaS)

## And against it

- "heavyweight, legacy enterprise suites like MuleSoft or IBM" (Gemini 3.5 Flash, Automation & iPaaS)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.