# ChangeEngine: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/changeengine

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 0% | 36 | 0% | 1 |

## What the models said for it

- "ChangeEngine fits HR teams reaching both desk and frontline staff across email, SMS, Slack, Teams, and print from one campaign" (Claude Haiku 4.5, Frontline employee apps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 ChangeEngine, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- changeengine.com: 3 (its own site)
- guideflow.com: 2
- mangoapps.com: 2
- crewcheck.io: 1
- en.wikipedia.org: 1
- engage.iseazy.com: 1
- getzelos.com: 1
- hrcloud.com: 1
- joinblink.com: 1
- leadchangegroup.com: 1

### Pages cited

- https://changeengine.com/articles/frontline-communication-tools: 2
- https://guideflow.com/blog/frontline-worker-software: 2
- https://mangoapps.com/articles/best-employee-app-software: 2
- https://mangoapps.com/articles/best-frontline-communication-software: 2
- https://changeengine.com/articles/best-employee-onboarding-software: 1
- https://crewcheck.io/blog/best-frontline-employee-communication-apps: 1
- https://en.wikipedia.org/wiki/Headway_Inc: 1
- https://en.wikipedia.org/wiki/Zight_App: 1

## What it publishes

Every page changeengine.com exposes, read 2026-09-29: 2010 addresses. By kind, pages and the last 90 days:

- blog: 305 pages, 86 in the last 90 days, latest 2026-09-23
- case study: 26 pages, 1 in the last 90 days, latest 2026-08-12
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest undated
- comparison: 15 pages, 14 in the last 90 days, latest 2026-09-16
- template or tool: 710 pages, 0 in the last 90 days, latest 2026-03-03
- glossary or explainer: 240 pages, 32 in the last 90 days, latest 2026-09-16
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 blog: 30 60 90 check ins comp review reminders https://www.changeengine.com/articles/30-60-90-check-ins-comp-review-reminders
- Recent: 2026-09-23 blog: 39 automated onboarding messages https://www.changeengine.com/articles/39-automated-onboarding-messages
- Recent: 2026-09-23 blog: 39 automated onboarding messages built once https://www.changeengine.com/articles/39-automated-onboarding-messages-built-once
- Recent: 2026-09-23 blog: Acquired employee onboarding acquisition date https://www.changeengine.com/articles/acquired-employee-onboarding-acquisition-date
- Recent: 2026-09-23 blog: Automated buddy program https://www.changeengine.com/articles/automated-buddy-program
- Recent: 2026-09-23 blog: Automated follow up reminders manual chasing https://www.changeengine.com/articles/automated-follow-up-reminders-manual-chasing

## Record

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