# Oak Engage: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 2 categories by 6 of 14 models. Page: https://hr-ai-index.com/vendors/oak-engage/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal communications and intranet | 0% | 24 | 0% | 5 |
| Frontline employee apps | 0% | 26 | 0% | 2 |

## What the models said for it

- "best suited for organizations that need one intranet platform for frontline, desk-based and remote employees" (Claude Haiku 4.5, Internal communications)
- "Choose Oak Engage if you want to fix culture and ensure people are actually reading your messages." (Qwen 3.7 Flash, Frontline employee apps)
- "Jostle / Haystack / Oak Engage: good alternatives" (GPT-5.4 mini, Internal communications)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Internal communications and intranet: 0% to 0%, ±0. Inside the floor by 13 points · rank 22 → 24 of 86.
- Frontline employee apps: 0% to 0%, ±0. Inside the floor by 13 points · rank 41 → 26 of 106.

## Record

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