LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
ZohoCloud software suite for businesses
Comparison · Business Intelligence · weekly run Nov 2
Looker vs Zoho
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in Business Intelligence: it has a visibility score of 29.8 versus 20.9 for Zoho, and ranks ahead in 67% of the answers that name both.
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 20.9)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
Choose Zoho if…
- AI answers describe it more positively (50% vs 30% positive)
- You need ISO/IEC 27001 or ISO/IEC 27017 or ISO/IEC 27018 or SOC 2 Type II coverage
- Strong value for money and low cost
- Free tier for small teams
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Looker | Zoho |
|---|---|---|
| Visibility score | 29.8% | 20.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #3 | #6 |
| Share of voice | 8.1% | 5.8% |
| Mentions this run | 42 | 31 |
| Positive in AI answers | 30% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Zoho 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerZoho
Head to head in AI answers
15 engine answers name both brands
10Looker ranked higher
5Zoho ranked higher
| Prompt | Engine | Looker | Zoho |
|---|---|---|---|
| How do I choose a business intelligence tool for a mid-market team? | Perplexity | #3 | #6 |
| What features matter most in a business intelligence tool? | ChatGPT | #3 | #5 |
| What are the best Business Intelligence tools in 2026? | ChatGPT | #3 | #10 |
| Best business intelligence tool with AI features | ChatGPT | #4 | #6 |
| Best business intelligence tool with AI features | Perplexity | #6 | #5 |
| Alternatives to the most popular business intelligence tool | ChatGPT | #3 | #9 |
| Alternatives to the most popular business intelligence tool | Perplexity | #4 | #9 |
| How much does a business intelligence tool cost per month? | AI Mode | #8 | #2 |
| Which Business Intelligence vendors do analysts recommend? | ChatGPT | #8 | #16 |
| Which business intelligence tool has transparent pricing? | ChatGPT | #6 | #2 |
| Which business intelligence tool has transparent pricing? | AI Mode | #8 | #4 |
| Which Business Intelligence tools offer annual discounts? | ChatGPT | #9 | #2 |
Features, pricing & fit
| Dimension | Looker | Zoho |
|---|---|---|
| Deployment | Google Cloud | Cloud (SaaS) |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27018, SOC 2 Type II |
| Founded | — | 1996 |
| Headquarters | — | Chennai, Tamil Nadu, India |
| Employees | — | 5,000+ |
| Funding | Series E · $280M raised | Bootstrapped |
| Best for | — | 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
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
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, “Looker vs Zoho”, https://slateindex.ai/compare/looker-vs-zoho, data of Nov 2, 2026. Licence: CC BY 4.0.