# Zoho: 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/zoho

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Course authoring tools](https://www.gane.ai/index/hr/learning/course-authoring-tools/index.md) | 0% | 106 | 100% | 1 |

## And against it

- "Unless you have a specific Zoho integration requirement, avoid Zoho for content creation." (GLM 4.7 FlashX, Course authoring tools)

## 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 | 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 | 1 | 1 |
| 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 Zoho, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- apsacademy.gov.au: 1
- chamber.media: 1
- cmswire.com: 1
- ec.europa.eu: 1
- ibm.com: 1
- infoworld.com: 1
- linkedin.com: 1
- opsmx.com: 1
- polyinnovator.space: 1
- resources.rework.com: 1

### Pages cited

- https://apsacademy.gov.au/learning-experiences/resources/authoring-tools: 1
- https://chamber.media/common-pitfalls-of-ai-generated-content: 1
- https://cmswire.com/cms/information-management/adopting-structured-authoring-tools-the-challenges-019483.php: 1
- https://ec.europa.eu/information_society/newsroom/image/document/2020-49/we4author_guidelines_for_authoring_tools_producers_F8459C35-D2B3-3F2A-0596D6A1A3BA459E_71393.pdf: 1
- https://ibm.com/think/insights/vibe-coding-security-risks: 1
- https://infoworld.com/article/2183885/watch-out-for-foss-advertising-2.html: 1
- https://linkedin.com/posts/ratethetool_home-activity-7476197580671082497-Gt4M: 1
- https://linkedin.com/pulse/common-mistakes-avoid-when-using-authoring-tool-elearning-sharma-tgzkc: 1

## In its own words

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

- Positioning: A unique and powerful software suite trusted by millions of businesses worldwide. Zoho covers your end-to-end business needs, from sales and marketing to finance, HR, and beyond. (https://zoho.com/)
- For: businesses of all sizes (https://zoho.com/)
- Price stated: starting at ₹1250/user/month (https://zoho.com/)
- Starting price: 1250 (https://zoho.com/)
- Free plan or trial: Get Started For Free (https://zoho.com/)
- Integrations claimed: 2900 (https://zoho.com/); 10 (https://www.zoho.com/ae/invoice/features/) (pages disagree)
- Certifications: GDPR, ESIGN Act, eIDAS
- Hosting: globally, US, UK, India, Canada, Australia, UAE, Saudi Arabia
- Customers named: Lubrication Engineers, Selectra, merck, one plus, tata elxi, ola, morris garage, daimler

## What it publishes

Every page zoho.com exposes, read 2026-09-29: 14035 addresses. By kind, pages and the last 90 days:

- blog: 164 pages, 12 in the last 90 days, latest 2026-09-28
- case study: 196 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 32 pages, 0 in the last 90 days, latest undated
- conference or event: 170 pages, 0 in the last 90 days, latest undated
- report or ebook: 247 pages, 1 in the last 90 days, latest 2026-09-09
- comparison: 82 pages, 0 in the last 90 days, latest 2015-12-11
- template or tool: 183 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 35 pages, 0 in the last 90 days, latest 2021-07-15
- podcast or video: 65 pages, 0 in the last 90 days, latest undated
- news or press: 44 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: App spotlight kit extension for zoho crm https://www.zoho.com/blog/marketplace/app-spotlight-kit-extension-for-zoho-crm.html
- Recent: 2026-09-28 blog: App spotlight benchmark email for zoho crm https://www.zoho.com/blog/marketplace/app-spotlight-benchmark-email-for-zoho-crm.html
- Recent: 2026-09-25 blog: Pro tips 4 tips to overcome data problems in your crm https://www.zoho.com/blog/marketplace/pro-tips-4-tips-to-overcome-data-problems-in-your-crm.html
- Recent: 2026-09-25 blog: Pdf editor https://www.zoho.com/blog/workplace/pdf-editor.html
- Recent: 2026-09-24 blog: Introducing zoho agentinbox https://www.zoho.com/blog/agentinbox/introducing-zoho-agentinbox.html
- Recent: 2026-09-24 blog: Introducing zoho dap https://www.zoho.com/blog/dap/introducing-zoho-dap.html

## 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.