Looker
Google Cloud business intelligence and embedded analytics platform.
Available information varies by company and source.
Profile record updated:
Company facts
- Official name
- Looker Data Sciences, Inc.
- Entity type
- COMPANY
- Founded
- 2012
- Headquarters
- United States
- Company size
- 501–1,000
- Market role
- B2B SaaS Provider
- Official website
- cloud.google.com
What Looker does
Looker operates a B2B SaaS model centred on enterprise analytics software. It creates value by giving organisations a governed semantic layer for metrics, self-service analysis, and embedded analytics that can be integrated into internal tools or customer-facing applications. As part of Google Cloud, the product also drives ecosystem value by increasing usage of adjacent Google Cloud data infrastructure, especially BigQuery and cloud security services.
Category differentiation
Looker is an enterprise BI and embedded analytics platform, not a consumer analytics app or a general-purpose cloud data warehouse. It is distinct from dashboard-only tools because its core architecture centres on governed semantic modelling.
Strategic context
AI-supported assessment from the existing company research; distinguish interpretation from sourced facts.
Looker Data Sciences, Inc., trading as Looker, is a cloud-native business intelligence and analytics software company that now operates within Google Cloud. The company provides governed data exploration, dashboarding, semantic modelling, and embedded analytics for enterprises. Its core differentiator is a semantic layer built around LookML, which standardises business logic and enables a consistent source of truth across dashboards, applications, and workflows. Looker sells B2B analytics software to enterprise data teams, analysts, developers, and organisations that need scalable BI and embedded analytics. Revenue is generated through enterprise software licensing, combining platform fees and user-based pricing, with edition-based packaging such as Standard, Enterprise, and Embed. The product also reinforces Google Cloud adoption through tight integration with BigQuery and broader Google Cloud security and infrastructure services.
Company news briefing
Briefing updated:
Looker is increasingly categorised as a foundational agentic semantic layer, evolving from legacy BI dashboards toward programmatic interfaces for autonomous AI agents. By providing governed metric definitions and schema-as-code, Looker ensures auditable and consistent data results for machine consumers within the modern data stack, facilitating integration through standard protocols.
Business model & monetisation
Looker monetises through enterprise SaaS licensing with a dual pricing model. Customers pay platform pricing for the deployed instance and user-based licence fees for access. Commercial packaging is edition-based, including Standard, Enterprise, and Embed tiers, and pricing scales with deployment scope, user roles, embedded use cases, and platform consumption.
- Platform instance fees
- Software Subscription
- Named or role-based user licences
- Software Subscription
- Edition upgrades including Enterprise and Embed
- Software Subscription
- Embedded analytics and API-led deployments
- Pay-per-Use
Products & capabilities
No products with linked sources are available in this view.
Products & market categories
Competitors & alternatives
- ThoughtSpot
Enterprise BI platform for search-led and embedded analytics.
Side-by-side comparisons
Recent recorded signals
Dates refer to the source publication. Older entries are historical context, not evidence of a new event.
No sufficiently sourced and dated signals are available for this view.
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Questions about Looker
What is Looker?
Looker is a cloud-native business intelligence and embedded analytics platform within Google Cloud that provides semantic modelling, dashboards, and governed data exploration.
Who uses Looker?
Looker is used by enterprise data teams, analysts, developers, BI leaders, and organisations that need governed analytics and embedded reporting.
How does Looker make money?
Looker makes money through enterprise SaaS licensing, combining platform fees, user-based licences, and edition-based packaging for analytics deployments.
Sources & coverage
This profile uses public, official and technically observable information. Missing information does not prove that a product or relationship does not exist. The list below does not imply that every profile statement has been verified.
20 publicly documented primary sources and citations linked across the market graph.
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