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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ARTICLES
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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Paid Ads·5 min read
Static vs Video Ads for Shopify: 2026 ROAS Data
See when static images beat video on Meta and TikTok in 2026, with real ROAS comparisons and the production cost math that matters.
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Guide·8 min read
Shopify ROAS Benchmarks by Industry in 2026
See the latest Shopify ROAS benchmarks by industry for 2026. Compare your store's performance in fashion, beauty, food, electronics, and more categories.
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