# ZoomInfo Engage: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/zoominfo-engage

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Sales engagement platforms](https://www.gane.ai/index/gtm/sales/sales-engagement/index.md) | 0% | 59 | 67% | 3 |

## And against it

- "Why to be cautious: Platforms that offer built-in contact databases along with email sending engines ... carries risks." (Gemini 3.5 Flash, Sales engagement)
- "Engagement features are newer; premium pricing; better paired with a dedicated SEP" (DeepSeek V4 Flash, Sales engagement)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 ZoomInfo Engage, from 14 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 8
- spotsaas.com: 7
- cirrusinsight.com: 6
- blog.hubspot.com: 4
- softwareadvice.com: 4
- syncgtm.com: 4
- capterra.com: 3
- outreach.ai: 3
- pipeline.zoominfo.com: 3 (its own site)
- reddit.com: 3

### Pages cited

- https://spotsaas.com/blog/best-sales-engagement-platforms: 6
- https://cirrusinsight.com/blog/sales-engagement-platforms: 4
- https://g2.com/categories/sales-engagement: 4
- https://outreach.ai/resources/blog/best-sales-engagement-platforms: 3
- https://pipeline.zoominfo.com/sales/sales-engagement-platforms: 3
- https://syncgtm.com/blog/best-sales-engagement-platforms-b2b: 3
- https://aibudwp.com/top-sales-engagement-platforms-outreach-vs-salesloft-vs-apollo-vs-groove: 2
- https://blog.hubspot.com/sales/sales-engagement: 2

## The company

ZoomInfo; https://www.zoominfo.com; Vancouver, Washington, United States; founded 2000; public, GTM on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

What ZoomInfo Engage's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Sales Engagement (https://engineering.zoominfo.com/powering-innovation-zoominfos-developer-centric-productivity-transformation)
- For: sales (https://university.zoominfo.com/page/engage)
- Free plan or trial: Free trial (https://pipeline.zoominfo.com/author/zoominfo)
- Customers named: Microsoft, monday.com, Capital One, MongoDB

## 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.