LightdashBuild Intelligence, not just dashboards.
vs
ZohoCloud software suite for businesses
Comparison · Business Intelligence · weekly run Nov 2
Lightdash 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 Business Intelligence: it has a visibility score of 20.9 versus 0.3 for Lightdash.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 50% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
Choose Zoho if…
- You want the brand AI engines rank higher (20.9 vs 0.3)
- You need ISO/IEC 27001 or ISO/IEC 27017 or ISO/IEC 27018 or SOC 2 Type II 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 2
| Metric | Lightdash | Zoho |
|---|---|---|
| Visibility score | 0.3% | 20.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #6 |
| Share of voice | 0.2% | 5.8% |
| Mentions this run | 1 | 31 |
| Positive in AI answers | 100% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Zoho 0pp over 0 weekly runs.
Engine by engine
Zoho leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LightdashZoho
Head to head in AI answers
0 engine answers name both brands
0Lightdash ranked higher
0Zoho ranked higher
Features, pricing & fit
| Dimension | Lightdash | Zoho |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $3,000 / mo | — |
| Free plan | Yes | — |
| Deployment | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. | Cloud (SaaS) |
| Compliance | SOC 2, HIPAA (BAA support) | ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27018, SOC 2 Type II |
| Support | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) | — |
| Founded | 2021 | 1996 |
| Headquarters | San Francisco, CA, United States | Chennai, Tamil Nadu, India |
| Employees | 11–50 | 5,000+ |
| Funding | Series A · $19M raised | Bootstrapped |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | Businesses of all sizes, from startups to enterprises, wanting one suite for sales, support, finance and HR |
Plans side by side
Lightdash
Open Source$0month (self-hosted)
Cloud Pro$3,000month
EnterpriseCustomcontact sales
Zoho
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
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, “Lightdash vs Zoho”, https://slateindex.ai/compare/lightdash-vs-zoho, data of Nov 2, 2026. Licence: CC BY 4.0.