Blog
Honest insights on ad performance, wasted spend, and what your analytics tools aren't telling you.
Anatomy of a $10k/Month Shopify Store's Wasted Ad Spend
A line-by-line breakdown of where a typical Shopify store's ad budget actually goes. Reported ROAS: 4.0x. True ROAS: 2.1x. The gap is $4,200 per month — $50,400 per year. This is a model using published industry data, not a real customer.
Triple Whale vs Northbeam vs Ripplux: What Each Tool Actually Measures
An honest comparison. Triple Whale optimizes creative and media buying. Northbeam models multi-touch attribution. Ripplux measures whether your ads drove incremental sales. They answer different questions — and only one tells you when to cut spend.
Your ROAS Is Lying to You
Every Shopify merchant running ads is being told a number that isn't real. This is the manifesto for the merchants who are tired of pretending the dashboard is the truth.
Why We Built Ripplux: An Open Letter to Shopify Merchants
We built Ripplux because we were tired of analytics tools that tell merchants what they want to hear instead of what they need to know. This is the story of why we chose honesty over comfort.
Channel Overlap: When Meta and Google Both Take Credit for the Same Sale
120 Meta conversions + 95 Google conversions = 215 total. But Shopify shows 147 orders. Where did the other 68 go? They didn't — both platforms claimed the same sales.
Creative Fatigue Is Costing You More Than You Think (And Here's the Math)
Every ad has a lifecycle: launch, peak, decline, death. The problem isn't that creatives die — it's that most merchants don't notice until thousands of dollars are wasted on the decline.
Brand Cannibalization: The Quiet Budget Killer Hiding in Your Ad Account
Your highest-ROAS campaign might be your worst investment. When you pay for clicks from customers who already know your name, it's called brand cannibalization — and it's more common than you think.
Holdout Experiments for Shopify Merchants: Enterprise Testing at 1/100th the Price
Procter & Gamble and Nike have used holdout experiments for decades to know exactly which ads work. Now Shopify merchants can too. Here's how incrementality testing works and why it matters.
ESTIMATED vs. TESTED: Why We Built a Confidence System Into Every Number
Most analytics tools show you precise numbers with zero context about how reliable they are. We decided to be honest instead. Here's why every Ripplux finding has a confidence badge.
What Nobody Tells You About Your ROAS: The Gap Between Reported and Real
Your Meta ROAS says 4.2x. Your Google ROAS says 3.8x. Your bank account disagrees. Here's why reported ROAS is almost always inflated — and how to find your real number.
The 29% Problem: How Much of Your Shopify Ad Spend Is Actually Wasted
Incrementality tests across 225 DTC brands reveal that nearly a third of ad spend drives zero incremental sales. Here's where the money goes and what to do about it.