# Oracle: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 9 judge labels across 5 categories by 5 of 14 models. Page: https://gtm-ai-index.com/vendors/oracle/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer intelligence and data science | 0% | 136 | 50% | 4 |
| Channel partner and local marketing | 0% | 111 | 50% | 2 |
| Order management systems | 0% | 87 | 0% | 1 |
| Product information management | 0% | 58 | 100% | 1 |
| Tag management | 0% | 44 | 0% | 1 |

## And against it

- "Older Solutions from Non-TCM Vendors (e.g., SAP / Oracle legacy modules) ... Avoid treating these as full-fledged marketing engines" (Qwen 3.7 Flash, Channel marketing)
- "legacy versions of Oracle" (Qwen 3.7 Flash, Customer intel)
- "aren't quite ready for the massive overhead of an enterprise-grade monolith like Oracle or SAP without significant customization" (Qwen 3.7 Flash, Customer intel)
- "Large enterprise MDM/PIM suites such as SAP, Oracle, Stibo, or Informatica — if your needs are relatively simple." (GPT-6 Luna, PIM)

## Movement since September 2026

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

- Customer intelligence and data science: 0% to 0%, ±0. New · not ranked in September 2026 · rank 136 of 142.
- Channel partner and local marketing: 0% to 0%, ±0. New · not ranked in September 2026 · rank 111 of 124.
- Order management systems: 0% to 0%, ±0. New · not ranked in September 2026 · rank 87 of 131.
- Tag management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 44 of 67.

## 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's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Oracle Trust Center: Our mission is securing your data (https://www.oracle.com/trust)
- For: organizations (https://www.oracle.com/trust)
- Price stated: Save $500 per person with special group pricing. (https://www.oracle.com/ai-world/partners)
- Free plan or trial: Try Oracle Cloud Free Tier (https://www.oracle.com/corporate/features/connect-analyze-integrate.html)
- Certifications: Common Criteria evaluation
- Customers named: Liberty Energy, Kobalt Music, NHS Shared Business Services, Worldline, Rappi, AV, Conduent, Renesas

## What it publishes

Every page oracle.com exposes, read 2026-09-29: 10005 addresses. By kind, pages and the last 90 days:

- blog: 11 pages, 0 in the last 90 days, latest undated
- case study: 37 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 13 pages, 0 in the last 90 days, latest undated
- conference or event: 171 pages, 0 in the last 90 days, latest undated
- report or ebook: 13 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 14 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 220 pages, 0 in the last 90 days, latest undated

## 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.