Playbooks for the teams behind the ads

Benchmarks, frameworks and field notes from running paid media at agency scale, written while we build Adside.

Creation · 11 min read

A creative testing framework that doesn't burn budget

How to size a test, when to kill a loser, and how to turn winners into a variation tree. With the actual math.

Robin Choy ·
Operations · 12 min read

Scaling from 5 to 50 ad clients without 10× the headcount

The four places agency ops break as you grow, and what to systemize before you make the next hire.

Robin Choy ·
Monitoring · 10 min read

Ad fatigue: how to catch it before it burns the budget

The five signals to watch, the thresholds that matter, and what to swap first when an ad starts dying.

Robin Choy ·
Creation · 9 min read

The first three seconds: a working theory of ad hooks

What a good hook rate looks like, eight openings that keep working, and how to test hooks without fooling yourself.

Robin Choy ·
Strategy · 11 min read

How to split budget across Meta, Google and LinkedIn

Where the first dollar should go, starting splits by business type, and how to rebalance monthly without wrecking your learning phases.

Robin Choy ·
Strategy · 11 min read

LinkedIn vs Meta for B2B: where your budget actually converts

LinkedIn clicks cost 3 to 5 times more than Meta. Sometimes that's still the better deal. How to do the math for your deal size.

Robin Choy ·
Operations · 9 min read

Client reporting that doesn't eat your Fridays

What clients actually read, which metrics deserve commentary, and how to get a report out in minutes instead of hours.

Robin Choy ·
Creation · 10 min read

UGC, static or video: what to run, when, and why

What each format costs in money and time, where it works in the funnel, and a starting mix you can adjust from.

Robin Choy ·
Operations · 8 min read

Naming conventions that survive 200 campaigns and 12 clients

A naming scheme that parses cleanly at 200 campaigns, plus how to get a whole team to actually follow it.

Robin Choy ·
Creation · 9 min read

The ad localization playbook: 20 markets without 20 headaches

Why word-for-word translation kills ads, and the workflow we use to adapt campaigns for 20 markets.

Robin Choy ·
Monitoring · 12 min read

Paid ads benchmarks 2026: CPM, CTR and CPA by platform

CPM, CTR and CPA numbers for Meta, Google, LinkedIn and TikTok, pulled from published datasets. Plus how to read them without fooling yourself.

Robin Choy ·

Put the playbooks on autopilot

Everything we write about here (fatigue detection, testing, reporting, budgets) is what Adside runs for your accounts automatically.