Recast
Ridding the world of wasted marketing spend through privacy-friendly attribution, modern Bayesian statistics, and automated data pipelines. Most clients using Recast can improve their blended ROI by 10% within 6 months, achieving faster and more efficient growth. Recast does not use any user-level or cookie data, so it is easy to set up and will not be affected by changing privacy regulations that affect other measurement methodologies. Recast helps optimize your marketing performance by accurately measuring the true impact of your marketing in real time. Built to help modern marketers adjust spend based on real-time performance. Confidence intervals for every ROI, saturation curve, and time shift estimate. Predicts where the next dollar will be most effective because they are different and impactful concepts. Recast’s fully Bayesian model lets us incorporate your business context right into the code.
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LiftLab
LiftLab is a marketing analytics platform built to optimize media spend and maximize return on advertising investment through data-driven measurement, modeling, and experimentation. At its core is the “LiftLab Trust Engine,” which unifies econometric modeling (an agile Marketing Mix Model, or MMM) with real-world media experiments, such as geo-testing, to deliver transparent, unbiased insights into how each dollar spent on marketing contributes to revenue, both in the short term (performance) and long term (brand uplift and effectiveness). Users connect their sales, ad spend, post-purchase surveys, brand-lift studies, and attribution signals (both online and offline revenue), allowing LiftLab to measure incrementality, isolating the true impact of media spend, while eliminating reliance on last-click attribution or walled-garden platform analytics.
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Camphouse
Camphouse is a robust campaign workflow management platform designed to streamline marketing operations for teams across multiple markets. It consolidates data from local and global campaigns into a centralized platform, offering real-time insights, performance tracking, and automated reporting. Camphouse enables seamless collaboration between teams by eliminating fragmented workflows, promoting better decision-making with AI-powered insights, and simplifying media planning and tracking. The platform’s customizable features and secure data governance empower CMOs, media teams, and CFOs to align campaigns, maximize ROI, and gain actionable insights for campaign optimization.
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Google Meridian
Google Meridian is an open source Marketing Mix Modeling (MMM) framework built by Google to help advertisers and analysts accurately measure the impact of their marketing efforts across online and offline channels without relying on cookies or user-level tracking. At its core, Meridian uses a Bayesian causal-inference model that can ingest aggregated data (spend, sales or KPI outcomes, reach/frequency, geo-level data, seasonality, and external controls) to estimate the incremental contribution each marketing channel (e.g., search, social, video, offline media) makes to overall performance, and compute return on ad spend (ROAS), response curves, and optimal budget allocation. Because it’s open source, users have full transparency into methodology and code, giving them control over model configuration, data inputs, and assumptions.
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