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Meta Ads Strategy
End-to-end campaign architecture, budget allocation, and auction theory for e-commerce brands scaling profitably on Meta.
149 articles
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Meta Ads Strategy
Why Your CPA Is Rising and How to Optimize Marketing ROI
Your CPA keeps climbing and the numbers refuse to improve. You spend more on ads but profit doesn't follow.
3 min read
- Meta Ads Strategy
Meta Ads Strategy
Paid Acquisition Retention: An Experiment Design
A retention experiment for paid acquisition: a post-purchase replenishment A/B with held-invariant terms, a contribution metric, window, and stop rules.
2 min read
Meta Ads Strategy
Why Meta Reports Sales but Your Bank Account Doesn't: Fixing ROAS with Multi-Touch Attribution
Meta Ads Manager shows strong sales numbers. Your bank account tells a different story.
3 min read
Meta Ads Strategy
AI Audience Targeting: Why Interest and Lookalike Targeting No Longer Work on Meta
Most D2C brands still target like it's 2018: interest audiences, lookalikes seeded six months ago, broad reach campaigns.
3 min read
Meta Ads Strategy
How to Optimize Meta Ads ROAS with AI (Without Scaling Bleeders)
Meta Ads Manager shows clicks. Shopify shows sales. Nothing connects them. That gap is why your ROAS keeps dropping while you keep scaling, you are...
3 min read