10 min read
The Paid Traffic Truth : Why Last-Click Attribution Cuts Meta's ROAS and Pays Search
Aug 10, 2026 by Scott Desgrosseilliers
10 min read
The Paid Traffic Truth : Why Your Best ROAS Channels Bring the Fewest New Customers
Aug 3, 2026 by Scott Desgrosseilliers
9 min read
The Paid Traffic Truth : Why Your Meta Cost Rose but Your Click Price Didn't
Jul 28, 2026 by Scott Desgrosseilliers
1 min read
Every Platform Grades Its Own Homework : Scott on the ROAS Trap
Jul 27, 2026 by Scott Desgrosseilliers
9 min read
The Paid Traffic Truth : The ROAS Trap Held a Second Week — and Got Wider
Jul 22, 2026 by Scott Desgrosseilliers
10 min read
The Paid Traffic Truth : Your best ROAS channel costs the most per new customer
Jul 14, 2026 by Scott Desgrosseilliers
8 min read
The Paid Traffic Truth : Meta's New Customer Conversion Just Jumped 66%
Jul 8, 2026 by Scott Desgrosseilliers
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
5 min read
Three Attribution Shifts Every DTC Brand Should Know
Jun 8, 2026 by Scott Desgrosseilliers
14 min read
How Meta, Google, and TikTok Changed Your Numbers Without Telling You
Jun 5, 2026 by Scott Desgrosseilliers
12 min read
How Link Necklaces Cut Meta nCAC 22% and Nearly Doubled New Customers
May 28, 2026 by Scott Desgrosseilliers
Scott Desgrosseilliers
Recent posts by Scott Desgrosseilliers
4 min read
Fastest-Growing E-commerce Sectors for 2026 and Beyond
By Scott Desgrosseilliers on Jun 28, 2022, 2:25:48 PM
FASTEST-GROWING E-COMMERCE SECTORS FOR 2026 AND BEYOND
Online shopping stopped being a pandemic story a while ago — it's simply how a growing share of the world buys. In 2026, global ecommerce is expected to reach roughly $6.88 trillion - accounting for more than a fifth of all retail sales worldwide and it's on track to pass $8 trillion by 2027. Growth has cooled from its 2020–2021 spike into a steadier high-single-digit climb — but it's still expanding at more than twice the rate of physical retail.
What's changed most since the early-pandemic surge isn't whether people shop online — it's what they buy online and how. The categories growing fastest now are being driven less by lockdown habit and more by structural shifts - grocery finally going digital at scale, mobile-first buying (mcommerce is now around 59% of ecommerce sales), AI-powered personalization, social commerce, and the maturing of direct-to-consumer brands.
Topics: Wicked Reports Ecommerce Trends customer lifetime value (CLV) DTC growth trends (Direct-to-Consumer) online retail
5 min read
Multi-Touch Attribution for Ecommerce : A Practical Guide
By Scott Desgrosseilliers on Jun 8, 2022, 10:39:00 PM
How to Use Multi-Touch Attribution for Your Ecommerce Store
If you run an ecommerce store, you already know your customers do not buy in a straight line. Someone sees a Facebook ad, forgets about it, gets an email two weeks later, clicks a Google search result a month after that, and finally buys. So which of those touches gets the credit for the sale? If you are using last-click, the answer is "only the last one," and that is exactly how ecommerce brands end up defunding the campaigns that actually drive their growth. Multi-touch attribution fixes that. Here is how it works and how to apply it to your store.
Topics: Wicked Reports Ecommerce marketing attribution ROI Linear Attribution Attribution Health multi-touch attribution
7 min read
How to Scale Facebook Ads for Ecommerce in 2026 : 7 Tips
By Scott Desgrosseilliers on Jun 1, 2022, 1:45:00 AM
HOW TO SCALE FACEBOOK ADS FOR ECOMMERCE IN 2026: 7 TIPS (AND THE ONE THING TO FIX FIRST)
Scaling Facebook ads is where most ecommerce brands either break through or blow up their budget. Push too hard and you reset the learning phase and spike your costs. Push too timidly and you leave growth on the table. And in 2026, with median CPMs up sharply and Meta's automation running more of the account than ever, the margin for error is thinner. Here are seven tips that actually work now — but first, the one thing you have to fix before you scale a single dollar.
Topics: Wicked Reports Facebook ads Meta Ads eCommerce Advertising Ad Scaling Strategy
6 min read
How to Use Ecommerce LTV to Optimize Cold Traffic
By Scott Desgrosseilliers on May 31, 2022, 12:46:12 PM
HOW TO USE ECOMMERCE LTV TO OPTIMIZE COLD TRAFFIC AD SPEND
Customer lifetime value is the most underused metric in ecommerce — and that's exactly why it's an edge. Most brands optimize their cold-traffic ads for the cheapest possible click, lead or first purchase. The brands that win optimize for something their competitors aren't even measuring - which cold traffic turns into high-value, repeat customers. This is how you do that.
Topics: Wicked Reports cohort analysis customer lifetime value (CLV) Cold Traffic Attribution ecommerce metrics
5 min read
What Is a Good Ecommerce CAC? Benchmarks & Truth
By Scott Desgrosseilliers on May 18, 2022, 2:00:00 AM
WHAT IS A GOOD ECOMMERCE CAC? (AND WHY YOUR PLATFORM'S CAC IS FICTION)
Every ecommerce operator wants a number - "what's a good customer acquisition cost?" Here's the honest answer up front — in 2026, the broad ecommerce average runs about $68–$84 to acquire a customer but that average is nearly useless on its own because CAC ranges from around $23 for pet brands to $377+ for electronics. And it's climbed 40–60% since 2023, so whatever you paid two years ago, you're paying materially more now.
But the benchmark isn't the real problem. The real problem is that the CAC number most brands are looking at is wrong before they even compare it to anything — because it comes from an ad platform that can't actually measure it. Let's fix both.
Topics: Wicked Reports customer lifetime value cac ecommerce metrics LTV to CAC
5 min read
Digital Marketing Metrics That Actually Matter and How To Use Them
By Scott Desgrosseilliers on May 11, 2022, 1:35:05 AM
Digital Marketing Metrics That Actually Matter in 2026 (and How to Use Them)
Most brands drown in metrics and starve for insight. The dashboards are full, but the number that would actually change a decision is either missing or wrong. This is a working guide to the handful of marketing KPIs that move the needle for an ecommerce brand - CPL, CAC, ROAS, ROI,and the one most of your competitors ignore, LTV - plus the reason every one of them is only as good as the data underneath it.
Topics: Wicked Reports marketing metrics LTV roas customer lifetime value (LTV) Ecommerce Attribution
5 min read
What is a Good ROAS for Ecommerce? Benchmarks & ROI Tracking
By Scott Desgrosseilliers on May 10, 2022, 12:00:00 PM
WHAT IS A GOOD ROAS FOR ECOMMERCE IN 2026? THE HONEST ANSWER (AND WHY THE NUMBER LIES)
Everyone wants a single number - what's a good ROAS? Here's the honest answer up front — the commonly quoted benchmark is 3:1 to 4:1, but the actual 2026 ecommerce average has slid to around 2.87:1, and the median is closer to 2:1. That means roughly half of all ecommerce brands are running below a 2:1 return. So if you're benchmarking against "4:1," you're comparing yourself to a number most stores never hit.
But the bigger problem isn't the benchmark. It's that ROAS itself — the way most brands measure it — is being quietly mis-reported by the very platforms you're using to calculate it. Let's fix both.
Topics: ad metrics Wicked Reports Facebook ROI marketing metrics return on investment customer lifetime value roas eCommerce ROAS ROAS vs ROI
4 min read
What Is a Good Cost Per Lead (CPL)? The Honest Answer
By Scott Desgrosseilliers on May 3, 2022, 2:29:59 AM
COST PER LEAD (CPL): WHY IT MATTERS, AND WHY IT MATTERS LESS THAN YOU THINK
If you run paid ads, you track CPL. Every media buyer does. It's the metric that feels like it tells you whether your advertising is working. Here's the contrarian truth. CPL is one of the easiest metrics to measure and one of the easiest to be misled by. Let's cover what it is, how to calculate it and then why chasing a lower CPL is quietly costing some brands their profitability.
Topics: cost per lead Wicked Reports marketing metrics customer lifetime value (CLV) Lead Generation
6 min read
Predict Your Customers' Buying Cycle : When They'll Buy
By Scott Desgrosseilliers on Apr 29, 2022, 10:45:50 AM
HOW TO PREDICT YOUR CUSTOMERS' BUYING CYCLE: THE TIMING DATA THAT TELLS YOU WHEN TO SPEND
Most marketers obsess over which ad drove a sale. Far fewer ask a question that's just as valuable - how long does it take? The gap between a customer's first click and their purchase — their buying cycle — is one of the most useful and most ignored numbers in ecommerce. Get a handle on it and you stop killing campaigns too early, stop misjudging ROI and start timing your spend to how your customers actually buy. Here's how buying-cycle prediction works and what to do with it.
Topics: Wicked Reports Marketing Attribution Sales Velocity time to purchase buying cycle
7 min read
How to Optimize Ad Campaigns : 3 Things That Move ROI
By Scott Desgrosseilliers on Mar 22, 2022, 5:48:17 PM
HOW TO OPTIMIZE YOUR AD CAMPAIGNS : THE 3 THINGS THAT ACTUALLY MOVE ROI
There is no shortage of advice on optimizing ad campaigns, and most of it is noise about bidding tweaks and creative hacks. After tracking billions of dollars in ad spend, we have found that campaign optimization really comes down to three things, and none of them are tricks. They are about measuring the right way so you make the right calls. Here they are.

