Google Looker Studio vs Lightdash
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Google Looker Studio is the stronger AI pick in Business Intelligence: it has a visibility score of 16.2 versus 0.3 for Lightdash.
Choose Google Looker Studio if…
- You want the brand AI engines rank higher (16.2 vs 0.3)
- You need ISO/IEC 27001 or ISO/IEC 27017 or ISO/IEC 27701 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Free, user-friendly data visualization tool
Choose Lightdash if…
- AI answers describe it more positively (100% vs 65% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Google Looker Studio | Lightdash |
|---|---|---|
| Visibility score | 16.2% | 0.3% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #9 | #39 |
| Share of voice | 3.5% | 0.2% |
| Mentions this run | 18 | 1 |
| Positive in AI answers | 65% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Google Looker Studio 0pp · Lightdash 0pp over 0 weekly runs.
Engine by engine
Google Looker Studio leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Google Looker Studio | Lightdash |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Free; paid from $3,000 / mo |
| Free plan | — | Yes |
| Deployment | Browser-based, no installation needed | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. |
| Compliance | ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27701 | SOC 2, HIPAA (BAA support) |
| 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 | 2016 | 2021 |
| Headquarters | Mountain View, California | San Francisco, CA, United States |
| Employees | 5,000+ | 11–50 |
| Funding | — | Series A · $19M raised |
| Best for | — | Data teams already using dbt who want self-serve BI without per-seat pricing. |
Plans side by side
Google Looker Studio
Pricing not available.
Lightdash
Pros and cons
Themes from the AI answers that mention each brand
Google Looker Studio
- Free, user-friendly data visualization tool
- Free core version with transparent low-cost Pro tier
- Good for marketing teams and small businesses
- Strong integration with Google Analytics, Google Ads, Sheets and BigQuery
- Simple, free, cloud-based dashboards with no maintenance
Lightdash
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Google Looker Studio vs Lightdash”, https://slateindex.ai/compare/google-looker-studio-vs-lightdash, data of Nov 2, 2026. Licence: CC BY 4.0.