8 min read
The Paid Traffic Truth : The New Customer Markup Your Dashboard Hides
Jul 6, 2026 by Scott Desgrosseilliers
6 min read
Your Data Is Being Estimated — And Nobody Told You
Jun 15, 2026 by Scott Desgrosseilliers
6 min read
Three Attribution Shifts That Changed This Week — And What They Mean for Your Revenue
Jun 8, 2026 by Scott Desgrosseilliers
10 min read
How Meta, Google, and TikTok Changed Your Numbers Without Telling You
Jun 5, 2026 by Scott Desgrosseilliers
9 min read
How Link Necklaces Cut Meta nCAC 22% and Nearly Doubled New Customers
May 28, 2026 by Scott Desgrosseilliers
2 min read
The Monday Routine That Stops Wasted Ad Spend : The Five Forces Playbook
Apr 27, 2026 by Scott Desgrosseilliers
2 min read
How the Optimization Force Improves Campaign Performance
Apr 20, 2026 by Scott Desgrosseilliers
4 min read
Why High ROAS Isn’t Enough : Scaling with the Outcome Force
Apr 13, 2026 by Scott Desgrosseilliers
9 min read
Why Your Ad Dashboard Is Lying — And What It's Costing You
Apr 13, 2026 by Scott Desgrosseilliers
4 min read
Are Your Campaigns Failing — Or Are You Just Measuring Too Soon?
Mar 30, 2026 by Scott Desgrosseilliers
2 min read
ML Attribution & Consumer Insights: Depesh Mandalia & Wicked Reports
By Scott Desgrosseilliers on Sep 26, 2023 11:30:15 AM
How to Scale Ad ROI Using Machine Learning and Attribution Habits
I recently chatted with Depesh Mandalia from AdSignals about our use of Machine Learning to help our customers to automatically mine their attribution data to find valuable consumer behaviour insights, to generate alerts and weekly recommendations.
Our system excels at identifying subtle 'Attribution Habits,' such as detecting that customers who engage with a specific blog post and a low-cost Facebook retargeting ad within 7 days have a 45% higher Lifetime Value (LTV) than average. The ML then translates this insight into a weekly recommendation to increase budget on that specific ad set and adjust the blog's Call-to-Action. This level of precision is exactly how Depesh Mandalia was able to see such significant, measurable returns.
Topics: New Feature Announcement New Product Launch Wicked Reports Marketing Attribution Consumer Insights
November 2018 Usability and Performance Enhancements
By Scott Desgrosseilliers on Nov 8, 2018 8:15:01 AM
We’ve been busy working hard for our customers. In the past 30 days a lot of requested features have been delivered. This video summarizes the features and lets you know what is coming in the next 6 weeks.

