Field notes from
the trading desk.
No hot takes, no AI slop. Just what's working in Meta and Google right now, the metrics that actually decide if you're profitable, and what we learn letting a machine watch every account at 7am.
Blended ROAS vs Platform ROAS: Stop Double-Counting
Add up the ROAS each platform reports and the total beats your bank. Blended ROAS is the only number that reconciles. Here's how to run both without confusing the two.
What Is an AI COO? The Role Already Running Ad Accounts
There is a role nobody hired for that has been quietly running the best ad accounts for about two years. Call it the AI COO. It is not a tool. It is a function.
Your ROAS Dropped Overnight: A 15-Minute Diagnosis
When your ROAS craters overnight, the panic move is to pause everything before coffee. The operator move is a 15-minute triage that tells you whether to pause, hold, or wait one more day.
UGC Ads for Ecommerce: What Actually Performs in 2026
Most UGC ads that perform in 2026 aren't really UGC at all. They're a specific visual frame the brand can't legally use itself - and the sourcing question is the wrong one to be asking.
The 20% Rule: How Fast You Can Scale Facebook Ads
The 20% scaling rule is the safe step-size most accounts can absorb without re-opening Meta's learning phase. Here's where the number comes from, where it's too cautious, and what breaks at 50%.
AI vs Human Media Buyer: We Settled It by Using Both
AI vs human media buyer is the wrong fight. Run both, give each only the work they're actually better at, and the question dissolves into an operating model.
Ad Creative Frameworks: Hooks, Angles, Formats, Audiences
Most ad tests are five unrelated changes glued together. Pick frameworks one layer at a time, in the right order, and a $200 test answers what $2,000 of mush couldn't.
Advantage+ vs Manual Campaigns: When to Hand Meta's AI the Wheel
Advantage+ is faster and smarter than it was. It's also a black box. The real question isn't which is better - it's how much control you can afford to give up right now.
AI Ad Management: Where the Machine Helps and Where It Doesn't
AI ad management is genuinely good at the boring, fast, repetitive work - and genuinely bad at the work that decides whether you have a business. Here's the line.
Can AI Actually Run Your Facebook Ads? Tools vs a Human+AI Team
AI can run the machinery of your Facebook ads. It cannot run the judgment. The question isn't can AI replace the marketer - it's which half of the job belongs to which.
How to Test Ad Creatives Without Wasting Half Your Budget
Most teams test creative by throwing money at it and waiting. That's how you spend half your budget learning what a $50 test could have told you in three days.
Marketing Efficiency Ratio: Why CFOs Trust MER, Not ROAS
ROAS makes the dashboard happy. MER makes the CFO nod. One is a per-channel diagnostic the platforms inflate. The other is one honest number your finance team can act on.
ROAS vs MER vs CAC: The Metrics That Decide Profit
ROAS makes the dashboard happy. MER tells your CFO the truth. CAC tells your board if you have a business. Three numbers, three altitudes, three jobs.
How to Scale Facebook Ads Without Watching ROAS Collapse
Doubling the budget on a winner is the fastest way to kill it. Scaling that holds ROAS is a sequence of small, patient moves - not one brave one.
What Makes an Ad Scroll-Stopping (Not Just Pretty)
Beautiful ads get scrolled past every day. Scroll-stopping isn't an aesthetic, it's a violation - a small break in the pattern the thumb was expecting.
The 7am Problem: What Happens While Your Agency Sleeps
Your ads don't keep office hours. They spend all night, every night, with nobody watching. The gap between when something breaks and when a human notices is where the money goes.
What Is a Good ROAS? It Depends on One Number
The honest answer to 'what is a good ROAS' isn't 4x. It's whatever clears your break-even - and that number is set by your contribution margin, which most dashboards quietly hide.
Why Your Facebook Ads Stopped Converting: A Checklist
When ads that used to convert suddenly don't, panic makes you change everything at once. A diagnostic works top-down, in order, until the broken layer shows itself.
Why Platform ROAS Is Lying to You (And What to Track)
Add up the ROAS each platform reports and you'll often beat your actual revenue by 2x or more. The platforms aren't broken. They're each taking full credit for the same sale.
Will AI Replace Media Buyers? An Honest Answer
Will AI replace media buyers? Wrong question. The button-pushers are already gone. What survives is the part of the job nobody was actually paying for.
The Creative-First Testing Framework We Run on Every Account
Audiences are not your lever anymore. Creative is. Test in the wrong order and you'll burn budget proving things the algorithm already knew.
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