5 min read
BFCM Attribution Strategy : What the Data Actually Shows
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How to Win Black Friday and Cyber Monday With Attribution Data
Most brands walk into Black Friday and Cyber Monday and repeat last year's plan on instinct. The ones who win do something different: they reverse-engineer what actually drove sales the previous BFCM, then build this year's plan on that evidence instead of guesswork. If you have measurement and attribution data from last Q4, it is the most valuable asset you have going into this one. Here is what the data consistently shows about how BFCM sales really happen, and how to act on it.
Topics: Wicked Reports Marketing Attribution bcfm strategy black friday cyber monday
7 min read
How to Choose Attribution Software : 2026 Buyer's Guide
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HOW TO CHOOSE MARKETING ATTRIBUTION SOFTWARE IN 2026: THE BUYER'S GUIDE
If you're evaluating attribution tools, you've probably noticed they all claim the same thing - accurate, multi-touch, full-funnel measurement. They can't all be right and the differences that matter aren't the ones on the feature-comparison grids. This is a practitioner's guide to the questions that actually separate a tool that will change how you spend from one that just gives you a prettier version of the numbers you already can't trust.
Topics: Wicked Reports attribution models Ecommerce multi-touch attribution last click attribution
5 min read
Find Hidden ROAS : Custom Attribution in Wicked Reports
How to Find Hidden ROAS With Custom Attribution
Here is a frustration every serious advertiser knows. Meta says your campaign drove 40 sales. Google claims a big chunk of the same sales. Your real revenue does not match either one. So which platform is lying? The honest answer is all of them, a little, because each one counts every sale it touched as its own, blind to everything that happened on the other channels. Wicked Reports exists to cut through that and show you the true, reconciled picture. But there is a diagnostic inside Wicked that helps you understand exactly where the gap comes from, and it is worth knowing about. We call it finding your hidden ROAS.
Topics: Wicked Reports Marketing Attribution marketing ROI Cross-Channel Attribution last click attribution Hidden ROAS
4 min read
Fastest-Growing E-commerce Sectors for 2026 and Beyond
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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
4 min read
Find Missed Ad Opportunities : Campaigns With Delayed Revenue
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How to Find Missed Ad Opportunities Hiding in Delayed Revenue
Every media buyer has done it. You launch a campaign, watch it for a few days, and it is not hitting the numbers you wanted. So you cut it and move on to the next one. Fast decision, imperfect information, next. But here is the question almost nobody goes back and asks: what happened to the customers that campaign already touched? Because some of the campaigns you killed were not failures. They were slow. And the revenue showed up after you had already pulled the plug. That is a missed opportunity, and most brands never even know it happened.
Topics: Wicked Reports Marketing Attribution Ad Campaign Optimization Inactive Campaigns Revenue Media Buyer Strategy
6 min read
Multi-Touch Attribution for Ecommerce : A Practical Guide
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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
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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
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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
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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
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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.