Blog

Honest insights on ad performance, wasted spend, and what your analytics tools aren't telling you.

7 min read

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.

rippluxaboutfounder story
7 min read

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.

channel overlapattributionmeta ads
7 min read

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.

creative fatiguemeta adsad creatives
6 min read

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.

brand cannibalizationgoogle adsshopify
8 min read

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.

incrementalityholdout experimentsshopify
6 min read

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.

confidence scoringanalyticstransparency
7 min read

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.

ROASanalyticsmeta ads
7 min read

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.

ad wasteshopifyincrementality