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.
Marketing attribution and analytics platform
Schematic is a marketing attribution platform designed to help teams understand the impact of their marketing efforts on business outcomes through advanced analytics and attribution modeling.
Multi-touch attribution and closed-loop revenue attribution
Founded
G2 Rating
Ruler Analytics is a visitor-level first-party tracking and multi-touch attribution platform that provides closed-loop revenue attribution via CRM integrations. It tracks marketing touchpoints and attributes revenue to specific marketing activities.
Enterprise marketing measurement platform
Founded
G2 Rating
Starting Price
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.