dbtDeliver trusted data with dbt
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · Business Intelligence · weekly run Nov 2
dbt 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 0.6 for dbt, and ranks ahead in 100% of the answers that name both.
Choose dbt if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or GDPR or CCPA coverage
- Excellent tool for modern data warehousing
- Cleans and models raw data into analytics-ready tables
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 0.6)
- AI answers describe it more positively (30% vs 0% positive)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
AI visibility side by side
Latest weekly run · Nov 2
| Metric | dbt | Looker |
|---|---|---|
| Visibility score | 0.6% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #34 | #3 |
| Share of voice | 0.4% | 8.1% |
| Mentions this run | 2 | 42 |
| Positive in AI answers | 0% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
dbt 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
dbtLooker
Head to head in AI answers
2 engine answers name both brands
0dbt ranked higher
2Looker ranked higher
| Prompt | Engine | dbt | Looker |
|---|---|---|---|
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #10 | #2 |
| Top business intelligence tool options for B2B SaaS companies | Perplexity | #11 | #3 |
Features, pricing & fit
| Dimension | dbt | Looker |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $100 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment. | Google Cloud |
| Compliance | SOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management | — |
| Funding | Series D · $414M raised | Series E · $280M raised |
| Best for | Data teams that build SQL-based data transformations and want them tested, version-controlled and governed. | — |
Plans side by side
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
dbt
- Excellent tool for modern data warehousing
- Cleans and models raw data into analytics-ready tables
- Compatible with many other data and BI tools
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, “dbt vs Looker”, https://slateindex.ai/compare/dbt-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.