Paid Ads·13 min read
Warm Up a New Ad Account: 6-Week Spend Ramp
The exact 6-week protocol to warm up a new ad account and pixel: seed purchases, lift spend limits, and scale without triggering restrictions.
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ARTICLES
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·12 min read
Creative Testing Budget: Exact % by Spend Level + Math
Set the right creative testing budget with per-spend-tier percentages, the 50-event rule, and sample-size math that tells you when you have a real winner.
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Paid Ads·12 min read
Daily vs Lifetime Budget: Which Pacing Model Wins?
Daily vs lifetime budget — the wrong choice causes overdelivery and wasted spend. Here's exactly how pacing works on Meta, Google, and TikTok.
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Paid Ads·13 min read
Dayparting Paid Ads: Save 10-25% on Ad Budget
Dayparting reclaims wasted spend by scheduling bids around peak conversion hours. Here is a data-driven process for Google and Meta on Shopify.
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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
First Click vs Last Click Attribution: Budget Impact
First click vs last click attribution assigns credit to opposite funnel ends — the model you pick can silently redirect tens of thousands in ad spend.
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Paid Ads·10 min read
Google Ads Brand Defense: Stop Losing Sales to Competitors
Competitors bid on your brand name every day. This DTC playbook covers how to audit exposure, build a brand defense campaign, and measure incremental ROAS.
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Comparison·14 min read
tROAS vs Maximize Conversions: When to Switch (Shopify)
tROAS vs Maximize Conversions: the exact conversion threshold, how to set your first tROAS target, and which strategy scales Shopify stores profitably.
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Paid Ads·15 min read
Google Search Ads Account Structure: Why SPAGs Kill Results
Why SPAGs and SKAGs starve Smart Bidding — and the exact Google Search Ads account structure framework that works for Shopify DTC brands in 2026.
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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·13 min read
Meta Ads Budget Too Low? 5 Signs + the Fix Formula
A too-low Meta ads budget keeps you stuck in the learning phase. Use this formula to set your minimum daily spend and finally escape it.
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Paid Ads·10 min read
Meta Ads Learning Phase: 5 Tactics to Exit It Fast
Stuck in the Meta ads learning phase? Master the 50-event rule, dodge reset triggers, and escape Learning Limited in days, not weeks.
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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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Strategy·13 min read
Reallocate Budget Meta vs Google: Marginal ROAS Method
Learn how to reallocate budget between Meta and Google using marginal ROAS — catch the saturation point 4–6 weeks before blended ROAS tanks.
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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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