ShelfNext-generation knowledge and governance platform for accurate GenAI answers.
vs
ZohoCloud software suite for businesses
Comparison · Knowledge Management · weekly run Nov 3
Shelf vs Zoho
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Zoho is the stronger AI pick in Knowledge Management: it has a visibility score of 2.8 versus 1.5 for Shelf, and ranks ahead in 67% of the answers that name both.
Choose Shelf if…
- AI answers describe it more positively (67% vs 50% positive)
- You need GDPR or CCPA coverage
- Recommended by analysts for knowledge management
- Suited to customer-service and contact-center knowledge management
Choose Zoho if…
- You want the brand AI engines rank higher (2.8 vs 1.5)
- You need ISO/IEC 27001 or ISO/IEC 27017 or ISO/IEC 27018 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Strong value for money and low cost
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Shelf | Zoho |
|---|---|---|
| Visibility score | 1.5% | 2.8% |
| Change vs last week | New | New |
| Rank in Knowledge Management | #38 | #25 |
| Share of voice | 0.7% | 0.8% |
| Mentions this run | 4 | 5 |
| Positive in AI answers | 67% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Shelf 0pp · Zoho 0pp over 0 weekly runs.
Engine by engine
Zoho leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
ShelfZoho
Head to head in AI answers
3 engine answers name both brands
1Shelf ranked higher
2Zoho ranked higher
| Prompt | Engine | Shelf | Zoho |
|---|---|---|---|
| Which Knowledge Management vendors do analysts recommend? | ChatGPT | #13 | #11 |
| Official website of the top knowledge management tool vendors | ChatGPT | #15 | #18 |
| Official website of the top knowledge management tool vendors | Perplexity | #17 | #11 |
Features, pricing & fit
| Dimension | Shelf | Zoho |
|---|---|---|
| Deployment | Cloud-hosted on AWS, with data centers in the US, Canada and EU | Cloud (SaaS) |
| Compliance | SOC 2 Type II, GDPR, CCPA | ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27018, SOC 2 Type II |
| Support | Contact form on the website, Developer portal with API specs, cookbooks and SDKs | — |
| Founded | — | 1996 |
| Headquarters | New York City, NY, United States | Chennai, Tamil Nadu, India |
| Employees | 51–200 | 5,000+ |
| Funding | Series B · $61M raised | Bootstrapped |
| Best for | Business and knowledge management teams that need governed enterprise knowledge, and technical teams that want a data layer under their own AI applications. | Businesses of all sizes, from startups to enterprises, wanting one suite for sales, support, finance and HR |
Pros and cons
Themes from the AI answers that mention each brand
Shelf
- Recommended by analysts for knowledge management
- Suited to customer-service and contact-center knowledge management
- Recommended for vendor landscape and competitive intelligence databases
Zoho
- Strong value for money and low cost
- Free tier for small teams
- Broad functionality and integrated app ecosystem
- Good customization options
- Scales well as businesses grow
- Less premium user experience
- Pricing varies dramatically across products
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Shelf vs Zoho”, https://slateindex.ai/compare/shelf-vs-zoho, data of Nov 3, 2026. Licence: CC BY 4.0.