INCRMNTAL

Stella is a marketing-measurement platform built to give marketers clear, scientifically sound insight into which ads, campaigns, and media channels actually drive incremental revenue. It includes three core tools; Incrementality Testing, Always-On Incrementality, and Media Mix Modeling (MMM). With Incrementality Testing, Stella runs geo-holdout studies (or inverse holdouts) to compare performance between test and control regions, isolating the causal impact of your ads rather than relying on attribution alone. It automatically handles complex statistical analyses (causal inference, confidence intervals, MAPE/R² checks), letting you see what would have happened without a campaign and therefore revealing the true “lift” generated by each ad. Its Media Mix Modeling tool uses a proprietary Bayesian MMM to decompose historical marketing spend and external factors (like seasonality, promotions, holidays, weather, etc.) to estimate each channel’s contribution to sales.

Bliss Point by Tinuiti is a patented, AI- and machine-learning-powered marketing measurement and decision platform that centralizes and unifies performance insights across a brand’s full media mix, including online, offline, brand, creative, and customer data, so marketers can uncover what drives growth and eliminate wasted spend. It combines multiple advanced tools into one measurement suite, such as Rapid Media Mix Modeling (rMMM) for fast, transparent causal media analysis, Always-On Incrementality Testing to continuously validate the true impact of channels, Brand Equity measurement to link media investments to brand outcomes and revenue, Creative Insights to identify high-impact creative attributes, Geo Media Mix Modeling to optimize by location, and Customer Insights that turn first-party data into detailed demographic segmentation and penetration analysis.