Report updated Apr 3, 2026
Looker
v2.3.0Business professionals, data analysts, and organizations requiring governed, AI-driven insights and embedded analytics capabilities within the Google Cloud ecosystem.
What Is Looker?
Launched Sep 29, 2023
Updated Mar 2026
What users think iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
What does it look like?
What are the key features?
AI-powered chat interface that allows users to ask data questions in natural language without BI expertise.
A centralized layer to curate and govern business metrics, ensuring consistent results across the organization.
Allows integration of interactive dashboards and data experiences directly into custom applications.
Seamless navigation and access to both Looker and Looker Studio Pro content in a single mobile interface.
What do users think? iIndependent intel reports to help builders create better apps or enhance existing ones. Still in beta, accuracy and relevancy get better every day. For informational purposes only.
“Recent user voice shows a frustrated sentiment. Users appreciate general satisfaction, but report paywall/licensing restrictions and technical connectivity issues.”
What Users Love
Great job you people are doing
it was a amazing app.i enjoy using it
Pain Points
Access to the app is restricted to users with a paid license.
Should've written on the description about the app being only used for the paid users.
Authentication doesn't even work.
cannot get my personal dashboard link to work
High confidence · 50 reviews available
What are the pros and cons?
Pros
- Integration with Gemini AI for natural language querying
- Universal Semantic Model (LookML) for data governance
- Unified view of Looker and Looker Studio Pro content
- Google Cloud ecosystem backing
Cons
- Confusing onboarding (Instance URL requirements)
- Frequent authentication and OAuth failures on Android
- Lack of transparency regarding enterprise license requirements
- Fragmented product naming (Looker vs Looker Studio)
What is the market outlook?
Growth Opportunities
- Simplify mobile-first NLP to attract non-technical business users
- Implement a 'Demo Mode' to showcase features without a license
- Streamline the connection process for enterprise instances
Market Threats
- Tableau Mobile's dominant enterprise market share
- AI-native startups (Veezoo) offering simpler chat-to-data UX
- Negative brand perception due to low Play Store ratings
Who competes with Looker?
The Nemesis
Tableau Mobile
★4.6 (3K)Tableau Software, LLC
The primary enterprise rival offering deep data visualization and governed analytics for large organizations.
The primary enterprise rival offering deep data visualization and governed analytics for large organizations.
What are the key takeaways?
Looker is a frustrating business app that is available. With a 2.8/5 rating from 639 reviews, it frustrates many users from users. Users particularly appreciate general satisfaction, though paywall/licensing restrictions remains a common concern.
Best for: Business professionals, data analysts, and organizations requiring governed, AI-driven insights and embedded analytics capabilities within the Google Cloud ecosystem.
How much does it cost?
Model: subscription
B2B enterprise model based on platform and user licensing; requires contact with sales for custom quotes. Users are often frustrated by the lack of a free tier for individual use.
iOS Version
2.3.0
Android Version
VARY
Release Date
Sep 29, 2023
iOS Price
Free
Android Price
Free
Developer
Google