Paid Ads·11 min read
Shopify Apps That Actually Improve ROAS (2026)
The Shopify apps that actually improve ROAS: tracking, surveys, feed tools, CRO, and upsells, plus how to verify each one moved a real metric.
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ARTICLES
Strategy·7 min read
Your Product Catalog Is the #1 Ad Performance Lever
Your catalog data — titles, GTINs, images, and attributes — sets the ceiling on Google Shopping, Meta catalog ads, and AI shopping visibility.
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Guide·5 min read
Vercel Drop: Ship an AI Ad Landing Page in Under a Minute
On June 12, 2026, Vercel launched Drop: drag a file or folder into the browser and it is live. Test campaign landers per ad angle fast.
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Guide·13 min read
Affiliate Program ROI Calculator: Max Commission in 5 Steps
Use this affiliate program ROI calculator to find your break-even commission rate, apply an incrementality discount, and stop overpaying affiliates.
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Diagnostic·10 min read
Blended ROAS vs Platform ROAS: Stop the Lie
Platform ROAS lies structurally. Learn how blended and platform ROAS diverge, calculate the overlap ratio, and find your real profit in 30 minutes.
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Guide·12 min read
CPA to ROAS Conversion: Formula, Table & Calculator
Instantly convert any CPA goal to a ROAS target. Exact formula, AOV-based lookup table, and 3 worked examples for Shopify DTC brands. Takes 30 seconds.
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Paid Ads·11 min read
Facebook Ads Break-Even ROAS Calculator: Exact Formula
Find your exact Facebook ads break-even ROAS with the 1/margin formula. Worked example, margin table, and target ROAS framework for Shopify DTC brands.
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Paid Ads·10 min read
Incrementality vs Attribution: Why Your ROAS Lies
Incrementality vs attribution: one measures credit, one measures causality. Learn to calculate incremental ROAS and prove your ads actually work.
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Paid Ads·12 min read
MER vs ROAS: The Scaling Metric That Actually Works
MER vs ROAS explained for Shopify brands: why platform ROAS inflates by 30-40%, how to calculate your MER floor, and which number to scale on.
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Paid Ads·9 min read
Retargeting ROAS Overstated? Here's the 2-5x Inflation Fix
Retargeting ROAS is overstated by 2-5x: platforms claim credit for buyers who'd convert anyway. Use this holdout formula to measure true incrementality.
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Paid Ads·14 min read
Meta Ads Scaling 20% Rule vs Duplication: Which Wins?
The Meta ads 20 percent scaling rule vs ad set duplication: when each method wins, and the ROAS recovery data behind the right choice for your budget.
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CRO & Creative·10 min read
UGC vs Studio Ads Meta: Which Wins ROAS by Funnel Stage
UGC vs studio ads on Meta: UGC lifts TOF ROAS 15–35% while studio wins retargeting. Funnel-stage breakdown and a test structure you can run this week.
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Paid Ads·9 min read
CAC Payback ROAS: Bid More Than Rivals and Still Win
CAC payback ROAS math shows the exact first-order ROAS you can accept — calculated from LTV, gross margin, and payback window. Full worked example.
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Guide·13 min read
Post-Purchase Survey Attribution: Fix Broken Shopify ROAS
Post-purchase survey attribution shows which channels actually drive Shopify buyers—not what Meta claims. Set up in 5 steps and stop wasting ad budget.
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Guide·12 min read
True ROAS After Returns: The Number Killing Your Margins
Your 4.2x ROAS could be hiding a 2.8x reality. Calculate true ROAS after returns, discounts, and shipping to see your real contribution ROAS—and fix it.
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Diagnostic·11 min read
Ad Spend Up Revenue Flat: 4 Root Causes & Fixes
Ad spend up but revenue flat? Diagnose the root cause — saturation, diminishing returns, cannibalization, or attribution mismatch — and fix it fast.
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Guide·13 min read
Target ROAS Formula: Calculate From Profit Margin in 3 Steps
Calculate your target ROAS from profit margin using the exact formula. Includes breakeven ROAS, profit buffers, and 3 fully worked examples by margin tier.
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Diagnostic·4 min read
Why Is My ROAS Down But Revenue Up? Explained
Declining ROAS while revenue rises is normal during scaling and not a problem. Here's how to read what's actually happening and when to actually worry.
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