Zoho Marketing Automation is a marketing automation and campaign management product from Zoho · zoho.com ↗
Gane, the publisher, sells software in Marketing automation, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
A product needs 10 labels in a category before a share is stated. Zoho Marketing Automation has 6.
“Choose Zoho if you want the lowest-cost "serious" automation platform.”GPT-5.4 mini · Budget-constrained question · alternative
“Best for: Companies beginning their automation journey on a budget”DeepSeek V4 Flash · Comparative question · alternative
“Zoho Marketing Automation - Budget-Friendly”GLM 4.7 FlashX · Comparative question · alternative
“Affordability and Zoho ecosystem integration”MiniMax M2.5 · Comparative question · alternative
“platforms that large enterprises should avoid or approach with caution”Llama 4 Maverick · Negative question · warning
The products named in the same answers as Zoho Marketing Automation, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 6 | View → | |
| 13 | 5 | View → | |
| 11 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Zoho Marketing Automation's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 14 of the 17 answers that named Zoho Marketing Automation and are not a share of its labels.
Forty-eight of the forty-eight domain citations in answers naming Zoho Marketing Automation came from a third party's page.
Pages are listed as the models cited them.
| 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 |