Lightdash vs Looker
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 0.3 for Lightdash, and ranks ahead in 100% of the answers that name both.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 30% positive)
- You need a self-hosted or on-premises option
- You need HIPAA (BAA support) coverage
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 0.3)
- You need ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | Looker |
|---|---|---|
| Visibility score | 0.3% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #3 |
| Share of voice | 0.2% | 8.1% |
| Mentions this run | 1 | 42 |
| Positive in AI answers | 100% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Lightdash | Looker |
|---|---|---|---|
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #9 | #2 |
Features, pricing & fit
| Dimension | Lightdash | Looker |
|---|---|---|
| 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. | Google Cloud |
| Compliance | SOC 2, HIPAA (BAA support) | SOC 2, ISO 27001, FedRAMP, HIPAA |
| 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 | — |
| Headquarters | San Francisco, CA, United States | — |
| Employees | 11–50 | — |
| Funding | Series A · $19M raised | Series E · $280M raised |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | — |
Plans side by side
Lightdash
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs Looker”, https://slateindex.ai/compare/lightdash-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.