# Oracle Enterprise Data Quality: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 2 of 14 models. Page: https://gtm-ai-index.com/vendors/oracle-enterprise-data-quality/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CRM data quality and deduplication | 0% | 87 | 33% | 3 |

## And against it

- "great for broad data governance but can be overkill, expensive, and complex for pure CRM hygiene needs" (GLM 4.7 FlashX, CRM data quality)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- CRM data quality and deduplication: 0% to 0%, ±0. New · not ranked in September 2026 · rank 87 of 99.

## The company

Oracle Corporation; https://www.oracle.com/; Bengaluru, India; founded 1977; about 162,000 employees (2025); public, ORCL on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

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


## 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, October 2026 Edition, gtm-ai-index.com.