Best Incrementality Testing Companies & Software for Marketing (2026)

Clay Cohen og
Clay Cohen, VP of Marketing

Introduction

In today’s data-driven marketing landscape, incrementality testing has become essential for brands seeking to prove the true, causal impact of their advertising spend. As cookies disappear and platform-reported metrics become less reliable, incrementality experiments, like geo-testing and holdouts, deliver unbiased, actionable insights that go far beyond what ad platforms report.

This guide ranks the top 10 incrementality testing companies and software platforms for 2024-2025, with detailed ratings, setup times, pros and cons, and trusted sources to help you make the best decision for your marketing measurement needs.

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1. Measured

Rating:
4.9/5 G2, 4.8/5 Capterra, strong reviews in Forrester and AdExchanger
Best For: Mid-market to enterprise brands seeking fast, automated, and scientifically rigorous incrementality testing with actionable insights.

Overview

Measured is widely recognized as the industry leader in incrementality-based measurement. The platform automates geo-testing, multi-tactic experiments, and integrates with advanced Causal Media Mix Modeling (MMM) and attribution data for a unified, privacy-safe view of marketing impact. Measured is trusted by hundreds of top enterprise brands and is known for its scientific rigor, speed, and actionable reporting.

Pros

  • Fast onboarding: 2–4 weeks to get started.
  • Automated geo-testing: Platform handles market selection, test deployment, and monitoring.
  • Multi-channel support: Digital, TV, offline, walled gardens, and more.
  • MMM integration: Calibrate media mix models with real-world incrementality data.
  • Actionable dashboards: Executive-ready, with clear recommendations.
  • Expert support: Decades of experience, hands-on guidance.
  • Privacy-first: No user-level tracking required.
  • Transparent pricing: Plans include cross-channel incremental ROAS reporting and AI-powered recommendations.
  • SOC 2 Type 2 & ISO 27001 Certified: Ensures data security and compliance.

Cons

  • Best for mid-market and enterprise: May be more than needed for very small brands.
  • Requires access to clean sales/conversion data.

Setup Time

  • Initial onboarding: 2–4 weeks
  • First actionable insights: 4–6 weeks
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neustar transunion logo square

2. Neustar (TransUnion)

Rating:
(4.2/5 G2, 4.1/5 Gartner)
Best For: Large brands needing identity resolution and cross-channel incrementality.

Pros

  • Identity graph: Connects incrementality to people-based data.
  • Integrated analytics: MMM, Multi-Touch Attribution (MTA), and incrementality.
  • Enterprise-grade: Strong support and consulting.

Cons

  • Complex setup: Requires data integration.
  • Enterprise pricing.

Setup Time

  • Initial onboarding: 2–4 months
  • First actionable insights: 3–5 months
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rockerbox logo square

3. Rockerbox

Rating:
(4.6/5 G2, 4.6/5 Capterra)
Best For: DTC and e-commerce brands seeking agile, in-platform incrementality testing.

Pros

  • Easy setup: Fast onboarding for digital brands.
  • MTA: Combines with incrementality for a holistic view.
  • User-friendly dashboards: Clear, actionable insights.

Cons

  • Limited offline support: Focused on digital channels.
  • Less advanced for complex, multi-market geo-testing.

Setup Time

  • Initial onboarding: 2–3 weeks
  • First actionable insights: 3–5 weeks
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Haus logo square

4. Haus

Rating:
(4.5/5 G2, strong startup reviews)
Best For: Digital-first brands seeking experiment-driven incrementality.

Pros

  • Modern, experiment-driven: Focus on causal measurement.
  • Fast setup: Weeks, not months.
  • Scenario planning: Good for “what-if” analysis.

Cons

  • Less mature: Newer platform, fewer enterprise case studies.
  • Limited offline support.

Setup Time

  • Initial onboarding: 2–4 weeks
  • First actionable insights: 3–5 weeks

Sources

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recast logo square

5. Recast

Rating:
(4.7/5 G2, strong developer reviews)
Best For: Digital-native brands, startups, and teams wanting open-source or agile incrementality testing.

Pros

  • Open-source option: Transparency and flexibility.
  • Fast setup: Weeks, not months.
  • Affordable: Lower cost than enterprise solutions.

Cons

  • Initial onboarding: 2–4 weeks
  • First actionable insights: 3–5 weeks

Setup Time

  • Initial onboarding: 2–4 weeks
  • First actionable insights: 3–5 weeks
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meta facebook logo square

6. Meta (Facebook) Lift Studies

Rating:
(4.3/5 community, widely used by advertisers)
Best For: Brands heavily invested in Meta platforms.

Pros

  • Native to Meta: Easy to set up for Facebook/Instagram.
  • No extra cost: Included with ad spend.
  • Good for campaign-level lift.

Cons

  • Walled garden: Only for Meta platforms.
  • Limited transparency: Black-box methodology.
  • No cross-channel view.

Setup Time

  • Initial onboarding: 1–2 weeks
  • First actionable insights: 2–4 weeks
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google conversion lift logo square

7. Google Conversion Lift

Rating:
(4.2/5 community, widely used by advertisers)
Best For: Brands running significant YouTube, Google Display, or Search campaigns.

Pros

  • Native to Google: Easy for Google Ads users.
  • No extra cost: Included with ad spend.
  • Good for video/display lift.

Cons

  • Walled Garden: Only for Google platforms.
  • Limited transparency: Black-box methodology.
  • No cross-channel view.

Setup Time

  • Initial onboarding: 1–2 weeks
  • First actionable insights: 2–4 weeks
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analytic partners logo square

8. Analytic Partners

Rating:
(4.5/5 G2, 4.3/5 Gartner Peer Insights)
Best For: Enterprises seeking custom incrementality and MMM.

Pros

  • Custom experiments: Deep consulting and analytics.
  • Scenario planning: Robust tools.
  • MMM integration: Unified measurement.

Cons

  • Enterprise focus: Not ideal for SMBs.
  • Longer setup: 2–4 months to launch.

Setup Time

  • Initial onboarding: 2–4 months
  • First actionable insights: 3–5 months
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9. ScanmarQED

Rating:
(4.1/5 G2, 4.0/5 Capterra)
Best For: European brands, agencies, and teams wanting flexible incrementality testing and MMM software.

Pros

  • MMM and incrementality: Software for both.
  • Training and support: Good onboarding.
  • Customizable: Flexible for different industries.

Cons

  • Requires in-house expertise: Not fully managed.
  • Longer learning curve.

Setup Time

  • Initial onboarding: 4–8 weeks
  • First actionable insights: 6–10 weeks
marketing evolution logo square

10. Marketing Evolution

Rating:
(4.0/5 G2, 3.9/5 Capterra)
Best For: Brands seeking unified cross-channel measurement.

Pros

  • Unified measurement: MMM, attribution, and incrementality.
  • Scenario planning: Good for optimization.
  • Enterprise support: Consulting and onboarding.

Cons

  • Longer setup: 2–4 months.
  • Enterprise pricing.

Setup Time

  • Initial onboarding: 2–4 months
  • First actionable insights: 3–5 months

Conclusion

Questions to Ask an Incrementality Testing Partner

  • Business fit: Does the solution scale for your size and complexity: enterprise, mid-market, or emerging brand?

  • Speed to insight: How quickly can the partner deliver statistically significant, decision-ready results?

  • Data readiness: Is your transaction and marketing data clean, accessible, and in a usable format?

  • Level of service: Do you need a fully managed solution, a self-serve platform, or a hybrid approach?

  • Budget alignment: How does pricing compare across enterprise consultancies, SaaS platforms, and other options?

  • Integration with MMM: Can the solution calibrate Media Mix Modeling with in-market incrementality results for a triangulated measurement approach?

Summary

Measured leads the pack for brands seeking fast, automated, and scientifically rigorous incrementality testing with actionable insights. For DTC and digital brands, Rockerbox and Recast offer agile solutions, while enterprise consultancies like Neustar and Analytic Partners provide deep expertise for complex needs. Native tools from Meta and Google are useful for single-channel lift, but lack cross-channel and causal rigor.

No matter your choice, prioritize partners that deliver not just data, but true, causal insights you can act on, quickly. For more information on Measured, please check out our Platform Overview and book a demo with a Measured expert today.

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