DeepSourceYour green light to ship with confidence.
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Coding Assistants · weekly run Nov 3
DeepSource 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 AI Coding Assistants: it has a visibility score of 8.3 versus 0 for DeepSource.
Choose DeepSource if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or GDPR coverage
Choose Looker if…
- You want the brand AI engines rank higher (8.3 vs 0)
- 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
AI visibility side by side
Latest weekly run · Nov 3
| Metric | DeepSource | Looker |
|---|---|---|
| Visibility score | 0% | 8.3% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #40 | #11 |
| Share of voice | 0% | 3.2% |
| Mentions this run | 0 | 17 |
| Positive in AI answers | — | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
DeepSource 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DeepSourceLooker
Head to head in AI answers
0 engine answers name both brands
0DeepSource ranked higher
0Looker ranked higher
Features, pricing & fit
| Dimension | DeepSource | Looker |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $24 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Cloud; self-hosted deployment available on the Enterprise plan | Google Cloud |
| Compliance | SOC 2 Type II, GDPR | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Priority support on the Team plan, Priority support with SLA on the Enterprise plan, Dedicated account manager on the Enterprise plan | — |
| Founded | 2018 | — |
| Funding | Pre-seed | Series E · $280M raised |
| Best for | Engineering teams, from startups to Fortune 500s, that want code review on pull requests covering security and code quality. | — |
Plans side by side
DeepSource
Open SourceCustom
Team$24user/month, billed yearly
EnterpriseCustomcustom pricing
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
DeepSource
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, “DeepSource vs Looker”, https://slateindex.ai/compare/deepsource-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.