Overview

Looker — Business intelligence and data platform by Google

Looker (now part of Google Cloud) is an enterprise BI and data platform that uses a semantic layer (LookML) to define business metrics consistently. It integrates with Gemini AI for natural language queries, data summarization, and automated insights across the organization.

LookML semantic data modeling

Gemini AI integration

Embedded analytics

Looker Studio integration

Features & capabilities

Everything it does, in plain English.

FeatureLookML semantic data modelingIncluded

FeatureGemini AI integrationIncluded

FeatureEmbedded analyticsIncluded

FeatureLooker Studio integrationIncluded

FeatureData actions and workflowsIncluded

FeatureEnterprise security and governanceIncluded

API AccessProgrammatic access available for developers.Available

PlatformsWeb

The honest take

Where it shines, where it stumbles.

✓ Pros

✓Powerful semantic modeling layer
✓Strong Google Cloud integration
✓Enterprise security features
✓Good for complex data modeling

! Watch-outs

!Requires LookML expertise
!Expensive
!Steep learning curve
!Google Cloud dependency

Who it's for

Where Looker pays for itself fast.

— Use case

Enterprise business intelligence

— Use case

Embedded analytics

— Use case

Data democratization

— Use case

Finance and operations analytics

— Use case

Customer-facing analytics

Community reviews

Share your take on Looker

4.3

★★★★★

9 reviews

5★

4★

3★

2★

1★

Liang S.

DevOps Engineer · Google

★★★★★

4 months ago

The best product I've used

Best-in-class, period. The accuracy has improved significantly with recent model updates. Integration with my existing tools was seamless — no friction at all.

Victoria R. ✓ Verified

DevOps Engineer

★★★★★

4 months ago

Incredible — highly recommend

This is exactly what I was looking for. The customization options let me tailor it to my exact workflow. The output quality surprised me — it actually sounds human. Looking forward to seeing how it improves.

Amber W.

Frontend Engineer · Bain

★★★★★

8 months ago

Impressed with the results

Genuinely useful — glad I tried it. Integration with my existing tools was seamless — no friction at all. My team adopted this immediately after I shared it with them. The output quality surprised me — it actually sounds human.

Kevin M.

PhD Candidate · Salesforce

★★★★★

9 months ago

Worth every cent

Worth every penny. Integration with my existing tools was seamless — no friction at all. The collaboration features are genuinely well thought-out. It integrates well with VS Code / Slack / Notion — my daily drivers.

Kevin K. ✓ Verified

Software Engineer · Google

★★★★★

10 months ago

The best tool I've used

Best-in-class, period. Pricing is fair for the value you get.

Nathan Y. ✓ Verified

PhD Candidate · Deloitte

★★★★★

1 years ago

Blew away all expectations

Best-in-class, period. The outputs require minimal editing — saves so much back-and-forth. It integrates well with VS Code / Slack / Notion — my daily drivers. Keep up the great work, team.

Lars H. ✓ Verified

Founder · BCG

★★★★★

1 years ago

Strong product overall

Really solid tool overall. The recent updates have addressed most of my initial concerns. Reduced the time I spend on this task by about 70%. I use this daily and it's become essential to how I work. Wish the free tier had slightly higher limits. Will continue using this long-term.

Yuki Z. ✓ Verified

Product Designer · Microsoft

★★★★★

1 years ago

Useful and reliable

Works really well for my use case. The AI doesn't just suggest — it learns from my preferences over time. Reduced the time I spend on this task by about 70%. The API is well-documented and easy to work with. Customer support response times could be faster.

Josh P.

Content Strategist · Y Combinator startup

★★★★★

1 years ago

Needs a lot of improvement

Lots of bugs and issues. I use this daily and it's become essential to how I work. The customization options let me tailor it to my exact workflow. I'd love to see better export options.

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