Research Reports

The latest data-driven research and thought leadership from the Haus team.

Fast, Confident, and Wrong: The Risk of Noisy Incrementality Tests

Research Reports
Jul 23, 2026

We simulated a year of marketing decisions 36 million times. Accuracy protected the business. Volume didn't.

Is Meta's Incremental Attribution Outperforming Standard Attribution?

Research Reports
Jul 16, 2026

A year ago, Haus data showed Meta’s standard attribution performing better than their Incremental Attribution setting. Fresh analysis tells a new story.

How Film Studios and Streamers Measure Marketing ROI

Research Reports
Jun 25, 2026

We analyzed dozens of incrementality experiments to learn how leading studios and streaming platforms use testing to answer the questions that matter most.

Is AppLovin More Than a Hype Channel?

Research Reports
Jun 18, 2026

AppLovin is proving it can drive efficient DTC growth — now the question is how durable that performance is as the channel matures.

How Haus Scales Causal Marketing Measurement Without Human Bias

Research Reports
Feb 24, 2026

How automating hundreds of causal models a week – and grading them with a blind exam – yields better outcomes for businesses.

The Cyber Week Incrementality Report: How CTV, YouTube, and Paid Social Drive ROI

Research Reports
Dec 11, 2025

We analyzed over a hundred incrementality tests before, during, and after BFCM 2025 and uncovered dramatic delayed conversion effects.

The TikTok Report

Research Reports
Dec 4, 2025

Can TikTok scale? How much omnichannel impact does TikTok have? Haus’ analyses of hundreds of TikTok incrementality tests answers these questions and more.

When Is Branded Search Worth the Investment?

Research Reports
Sep 29, 2025

Our large-scale analysis of real-world, branded search incrementality experiments unpacks when branded search is most effective and how best to leverage it.

The Meta Report: Lessons from 640 Haus Incrementality Experiments

Research Reports
Jul 28, 2025

An exclusive Haus analysis show Meta is incremental in most cases — but is the platform's move toward automation improving incremental efficiency?

Do YouTube Ads Perform? Lessons From 190 Incrementality Tests

Research Reports
Mar 6, 2025

An exclusive Haus analysis shows YouTube often delivers powerful new customer acquisition and retail halo effects that traditional metrics miss.

Would You Bet Your Budget on That? The Case for Honest Marketing Measurement

Research Reports
Feb 14, 2025

Acknowledging uncertainty enables brands to make better, more profitable decisions.

Conversion Lag Insights: How Haus Tests Can Help Optimize Q4 Budgets

Research Reports
Sep 5, 2024

Post-treatment windows offer a unique glimpse into the lingering impacts of advertising campaigns after they’ve concluded.

PMAX Experiments Revealed: Including vs. Excluding Branded Search Terms

Research Reports
Aug 20, 2024

We analyzed experiments from leading brands to understand the incremental impacts of including vs. excluding branded terms in PMAX campaigns.

Statistical Significance Is Costing You Money

Research Reports
Apr 13, 2023

It is profitable to ignore statistical significance when making marketing investments.