Lightdash is an AI-first, open-source BI platform for modern data teams. It connects to dbt, defines metrics once, and provides instant, trustworthy insights.

Lightdash is a dbt-oriented business intelligence platform designed for self-serve analytics and metrics. It provides usage analytics to track who is accessing content or running queries in your projects. Query tags provide metadata about who is querying data and what they are querying. Data Apps are interactive analytics tools you build inside Lightdash—think custom reports, analyst workbooks, and self-serve dashboards.
Free browser-based data visualization and dashboard tool
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G2 Rating
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Looker Studio is Google's free browser-based dashboard and visualization tool that connects to Google Analytics and other data sources to create interactive, customizable dashboards and reports without installation or infrastructure management.
Enterprise marketing measurement platform
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G2 Rating
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Rockerbox is the #1 Marketing Measurement Platform that unifies multi-channel measurement with multi-touch attribution, marketing mix modeling, and incrementality testing. It's built for DTC and ecommerce brands who need to understand true ROI across all marketing channels.
AI-powered marketing intelligence and analytics platform
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G2 Rating
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Improvado is an AI-powered marketing intelligence platform that integrates, simplifies, and analyzes complex revenue data from 500+ sources. It's trusted by Fortune 500 companies and global agencies to turn fragmented data into strategic advantage.