# Oracle Guided Learning: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oracle-guided-learning

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital adoption and onboarding](https://www.gane.ai/index/gtm/customer/digital-adoption-and-onboarding/index.md) | 0% | 38 | 25% | 4 |

## What the models said for it

- "Oracle-centric rollout: Oracle Guided Learning" (Perplexity Sonar, Digital adoption)

## And against it

- "Vendor-Embedded DAPs (Oracle Guided Learning, Salesforce In-App Guidance) — Lock-in Risk" (Kimi K2, Digital adoption)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Guided Learning, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- walkme.com: 11
- pendo.io: 8
- supered.io: 7
- whatfix.com: 7
- digital-adoption.com: 6
- g2.com: 5
- userpilot.com: 5
- learn.g2.com: 4
- apty.ai: 3
- gartner.com: 3

### Pages cited

- https://walkme.com/blog/digital-adoption-solutions: 8
- https://digital-adoption.com/dap-comparison: 5
- https://pendo.io/pendo-blog/top-10-digital-adoption-platforms: 5
- https://supered.io/blog/best-digital-adoption-platforms: 5
- https://learn.g2.com/best-digital-adoption-platform: 4
- https://userpilot.com/blog/digital-adoption-platforms: 4
- https://g2.com/categories/digital-adoption-platform/enterprise: 3
- https://supered.io/guide/digital-adoption-platform: 3

## 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 Guided Learning's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: a digital adoption platform that delivers in-application guidance to help organizations accelerate, scale, and measure adoption across their cloud applications (https://www.oracle.com/education/guided-learning)
- For: organizations (https://www.oracle.com/education/guided-learning)
- Customers named: Northwell Health, Galliford Try, South Yorkshire Police, Tornoes, Barwon Health, Civil Nuclear Constabulary, Crown Prosecution Service, HM Treasury

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.