# Zoho: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 4 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/zoho

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contact center platforms](https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md) | 0% | 59 | 0% | 2 |
| [Sales gamification](https://www.gane.ai/index/gtm/sales/sales-gamification/index.md) | 0% | 19 | 0% | 2 |
| [Billing and subscription management](https://www.gane.ai/index/gtm/revops/billing-and-subscription-management/index.md) | 0% | 66 | 0% | 1 |
| [Search and social advertising platforms](https://www.gane.ai/index/gtm/marketing/search-and-social-advertising-platforms/index.md) | 0% | 92 | 100% | 1 |

## What the models said for it

- "Zoho's built-in option can be worth considering as a lower-overhead choice" (GPT-5.4 mini, Sales gamification)
- "Zoho makes sense if you're already standardized on Zoho products" (GPT-5.4 mini, Sales gamification)

## And against it

- "Often preferred if you want everything integrated inside one CRM ecosystem, though less powerful than specialized tools." (Qwen 3.7 Flash, Paid ads)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Zoho, from 17 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- softwareadvice.com: 7
- capterra.com: 6
- gane.ai/index: 4
- blog.hubspot.com: 3
- getapp.com: 3
- reddit.com: 3
- thedigitalprojectmanager.com: 3
- research.isg-one.com: 2
- selecthub.com: 2

### Pages cited

- https://g2.com/categories/sales-gamification: 3
- https://g2.com/categories/sales-gamification/small-business: 2
- https://g2.com/products/gamifier/pricing: 2
- https://softwareadvice.com/contact-center: 2
- https://advertisingsolutions.agency/products/avoiding-perils-of-one-channel-dependency.htm: 1
- https://amplitude.com/blog/data-management-platform.md: 1
- https://andrewvanleuven.com/files/papers/extension/agec_632.pdf: 1
- https://ascendlymarketing.com/multi-channel-marketing-strategies-for-greater-reach: 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/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.