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Research & KnowledgeEvent: September 1, 2026

M-Squared rebuilt an OpenClaw Robyn model at the ASIN level after finding zero incrementality for PACIFICA BEAUTY, LLC, with reallocation uncovered about 5% top-line growth the aggregate model had missed.

Published

Signal category

Research & Knowledge

Quote

We rebuilt it at the ASIN level instead. Different read entirely: incrementality varied by ASINs, reallocation uncovered about 5% top-line growth the aggregate model had missed.

Madan Bharadwaj|M-Squared team

Company

M-Squared

Making Measurement Accessible

Industry
Marketing Services
Location
Boston, US
Company size
34 employees

M-Squared is a marketing attribution community and marketplace that provides businesses with the tools and resources they need to solve their attribution challenges. With M-Squared, you can: - Gain insights into how your marketing channels are performing - Identify which channels are driving the most revenue - Optimize your marketing spend for better results M-Squared offers a variety of services, including: - Consultations: Get expert advice from our team of marketing attribution specialists. - Education: Learn about marketing attribution through our Masterclasses, Short Course videos & Reels and radio. - Project work: Partner with us to implement a custom marketing attribution solution for your business. We understand that there is no one-size-fits-all solution to attribution. That's why we work with businesses of all sizes and industries to develop a solution that meets their unique needs. Ready to take your marketing attribution to the next level? Contact M-Squared today!

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