Looker is a mobile BI application for enterprise users to access dashboards and conversational analytics on iOS and Android.
Product velocity
Maintenance
Daily rank 🇺🇸
—
Business
Sentiment
2.9
662 reviews
Nemesis
Microsoft Power BI
The App DNA
What makes this app unique?
The app removes the time-to-insight friction for field-based decision-makers who need real-time access to governed metrics without desktop dependency.
For Business intelligence teams and enterprise organizations requiring governed, AI-driven data analysis across cloud environments.
What does it look like?
Key features
Gemini-powered natural language querying for dashboard interpretation.
LookML-based modeling that translates SQL into business logic for consistent metrics.
Alerts for real-time data monitoring to increase daily active usage.
How much does it cost?
B2B subscription model requiring annual commitments, which creates a high barrier to entry for individual users.
Velocity
Maintenance developmentUX improvementsperformanceShow more...
Looker currently operates at a maintenance cadence, with 10 releases identified over the analyzed window and a current update gap of 112 days. Development has been primarily focused on stability and minor functional adjustments, such as push notification improvements and dashboard bug fixes. The release history indicates a shift toward infrequent, reactive maintenance rather than consistent feature expansion. There is no evidence of live operations or recurring seasonal content in the recent update cycle.
Who built it?
13+ apps tracked · Business
Google Family Link
Google Earth
YouTube Kids
Google TV: Watch Movies & TV
Google Docs
Photomath
Gboard – the Google Keyboard
Google One
Google Keep - Notes and lists
Google News
Snapseed: Photo Editor
Google NotebookLMUser Sentiment
What do users think recently?
Recent user voice shows a frustrated sentiment. Users appreciate offline functionality provides reliable access to dashboard data for users without constant internet connectivity, but report restricting app access to paid license holders creates significant friction for individual users expecting free access.
How are ratings & reviews evolving?
What users say, by theme
- Offline functionality provides reliable access to dashboard data for users without constant internet connectivity
- Restricting app access to paid license holders creates significant friction for individual users expecting free access
52 of 52 recent reviews analyzed · high confidence · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes and 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Looker
How's the Business market?
Looker occupies a specialized enterprise segment, but the 2.83 Android rating on 653 reviews signals a failure to meet mobile-first performance standards. The gap between the web-based discovery advantage and the mobile-gated experience limits the app's ability to convert individual users into enterprise advocates.
Read the market outlookThe rivals identified
By Microsoft Corporation
With over 92,000 reviews and a high release cadence, this is the dominant mobile BI platform for enterprise users.
- Deep integration with the broader Microsoft 365 ecosystem provides unmatched enterprise data accessibility
- Advanced mobile-first report rendering engine allows complex dashboard interaction without desktop-level performance overhead
- Robust offline caching capabilities ensure data availability in low-connectivity environments for field workers
Unlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for Looker
Where is it heading?
The BI market is consolidating around platforms that offer seamless offline-to-online transitions, leaving Looker exposed to churn if mobile stability remains stagnant. Without a shift toward mobile-first performance, the app risks becoming a secondary tool rather than the primary interface for enterprise data.
- Persistent authentication failures on Android erode the daily active habit, which compounds the rating drag already visible on the platform.
- The latest release focused on push notifications, but the 112-day gap since the last major update signals a maintenance-mode cadence.
The SWOT
- Universal semantic layer centralizes organizational truth via LookML
- Google Cloud OAuth integration provides frictionless enterprise login
- Expand offline caching to match Power BI's field-worker utility
- Introduce a read-only free tier to reduce user friction
Next best moves
Rebuild authentication flow because login failures are the top-cited Android complaint → improve rating baseline
+ 1 more prioritized moveThe counter-intuitive read
The app's restrictive licensing is a deliberate moat, not a failure…
Read the full takeFeature gaps
Advanced offline caching (available in Microsoft Power BI but absent here) +1
Since the last report: The app has entered a deeper maintenance cycle with a 112-day update gap, while persistent Android authentication failures and newly detailed API-based pricing tiers increase friction for enterprise users.
Bottom line
Addressing the authentication instability is the prerequisite for any growth, as the current technical friction actively erodes the trust of existing enterprise users. Stabilizing the core mobile experience will unlock the retention potential of the existing push-alert infrastructure.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Looker free to use on mobile?
How does Looker compare to Microsoft Power BI?
What is a free alternative to Looker?
Sources
Report last updated