# Zoho Marketing Automation: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/zoho-marketing-automation

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Marketing automation and campaign management](https://www.gane.ai/index/gtm/marketing/marketing-automation/index.md) | 0% | 15 | 17% | 6 |

## What the models said for it

- "Choose Zoho if you want the lowest-cost "serious" automation platform." (GPT-5.4 mini, Marketing automation)
- "Best for: Companies beginning their automation journey on a budget" (DeepSeek V4 Flash, Marketing automation)
- "Zoho Marketing Automation - Budget-Friendly" (GLM 4.7 FlashX, Marketing automation)
- "Affordability and Zoho ecosystem integration" (MiniMax M2.5, Marketing automation)

## And against it

- "platforms that large enterprises should avoid or approach with caution" (Llama 4 Maverick, Marketing automation)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Zoho Marketing Automation, from 14 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- elevatiq.com: 6
- fitsmallbusiness.com: 6
- g2.com: 6
- improvado.io: 5
- research.oz.spotlightar.com: 5
- capterra.com: 4
- emailtooltester.com: 4
- marketing-automation.ca: 4
- searchengineland.com: 4
- zapier.com: 4

### Pages cited

- https://elevatiq.com/post/top-marketing-automation-systems: 6
- https://fitsmallbusiness.com/best-marketing-automation-software: 6
- https://improvado.io/blog/marketing-automation-tools: 5
- https://research.oz.spotlightar.com/reports/magic-quadrant-b2b-marketing-automation-platforms-2024/leaders: 5
- https://emailtooltester.com/en/blog/best-b2b-marketing-automation-platform: 4
- https://marketing-automation.ca/wp-content/uploads/2024/05/Ebook-How-MA-Platforms-Compare-Clickable-2024.pdf: 4
- https://searchengineland.com/new-for-2024-compare-11-top-marketing-automation-platforms-439014: 4
- https://g2.com/categories/marketing-automation/small-business: 3

## In its own words

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

- Positioning: Best marketing automation platform for your business (https://www.zoho.com/marketingautomation/)
- For: your business (https://www.zoho.com/marketingautomation/)
- Price stated: free email automation platform (https://www.zoho.com/campaigns/marketing-automation)
- Free plan or trial: free trial (https://www.zoho.com/marketingautomation/)
- Integrations claimed: 7 (https://www.zoho.com/marketingautomation/)
- Certifications: GDPR, HIPAA
- Customers named: Hanley Consulting, Super Enterprises, Visual App Inc., TorchBearer Business Growth Advisors, Southern Cross Protection, MarketingStrata, IPICOL, XpertLearning

## 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.