Resources
What we actually see
inside the accounts
Playbooks, benchmarks, and platform analysis from the team managing $150M+ in annual ad spend for DTC brands. Written by CE Digital operators. No gated PDFs, no lead forms — the whole library is open.
Meta & platform mechanics
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June 22, 2026 · 12 min read
Why Meta Ad Performance Is Declining in 2026
Meta CPMs rose 20% year over year while its user base grew 4%. A structural diagnosis of the three forces compressing Meta ad…
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May 4, 2026 · 7 min read
When Meta Tracking Breaks: The Signal Degradation Playbook
When normal levers stop working and pulling spend back does not help, the problem is usually signal rather than performance. The…
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October 28, 2025 · 7 min read
Meta Automation, Pacing, and Auction Mechanics at Scale
Why high-spend Meta accounts see pacing swings of 20-25%, what bot-like traffic spikes usually turn out to be, how far Meta's AI…
Brand & growth strategy
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May 18, 2026 · 7 min read
The Memory Economy: Why Performance Marketers Need to Think Like Brand Marketers
Why don't performance marketers ever talk about ad recall? Because it is invisible inside Sales campaigns. The case that attention…
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October 20, 2025 · 5 min read
Four Hard Truths About the Future of Paid Media
The biggest way agencies waste budget is running campaigns that are not incremental. Plus why templated playbooks fail on new…
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October 12, 2025 · 5 min read
The End of Easy DTC: Competing Against Amazon, Walmart, and Big Box Ads
Marketplaces and legacy brands now flood Meta with budget, inflating bid floors and erasing the distribution advantage scrappy DTC…
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October 10, 2025 · 4 min read
Offer Architecture: Why Cold Traffic Isn't Converting
When a brand thriving on warm audiences hits a wall on cold acquisition, the problem is often the offer rather than the creative or…
Measurement & attribution
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May 14, 2026 · 7 min read
Beyond Blended ROAS: The KPIs and Budget Model for Real Growth
A blended ROAS of 10:1 usually hides retargeting revenue from customers who would have bought anyway. The granular KPIs that…
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May 4, 2026 · 4 min read
The Consent Banner Bug That Silently Deletes Your Email Captures
A brand spending $1M+/month on Meta saw email capture drop more than 40% in a month. Not the creative, not the popup, not Klaviyo —…
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October 13, 2025 · 8 min read
Attribution After Last Click: Measuring Paid Media in a Zero-Click World
In-platform ROAS looks strong while direct and organic revenue slips. The cause is zero-click buying behavior that last-click…
Creative strategy
Operating model & team
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April 9, 2026 · 6 min read
Your AI Is Only as Good as What You Feed It
AI does not manufacture intelligence — it scales whatever logic you give it, including your weaknesses. The five input dimensions…
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April 9, 2026 · 7 min read
How to Evaluate and Hire Media Buyers
Grading a media buyer on ROAS holds them accountable for market conditions they did not create. The four operational metrics that…
Scaling & operations
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February 16, 2026 · 6 min read
Four Shifts Every High-Spend Ad Account Is Navigating
Paid media is not harder because platforms broke. It is harder because the old mental models stopped working. Age skew as a signal…
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February 9, 2026 · 10 min read
The Operating System Behind $1M+/Month Ad Accounts
Percentage-based scaling breaks above roughly $50K/month. The operating model that replaces it — three inputs, contribution margin…
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December 15, 2025 · 8 min read
Black Friday and Peak Season: Building Ad Accounts That Survive Volatility
Demand now peaks earlier and collapses faster after Cyber Monday, and platform instability lands hardest during peak weeks. The…
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October 9, 2025 · 6 min read
Prime Day and the July Slump: Why DTC Underperforms and How to Prepare
Amazon order volume rose 99% year over year while DTC brands growing 20-30% went flat. Why Prime Week compounds the post-holiday…
New analysis goes out weekly to operators running $50K+/month.
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