The ad formula for how you actually work
Your category sets where the buying friction sits. Your operating constraints set what you can actually build. These 5 personas cover the second half.
Personas
5
Ads decoded
168
Shortest
24s
Longest
54s
Key takeaways
5 personas decoded from 168 ads — the same seven beats, redistributed by operating constraint.
Runtime ranges from 24 seconds (TikTok Shop) to 54 seconds (course creators). Who is running the ad predicts length better than what it sells.
SaaS carries the heaviest Context load at 23%; dropshipping and TikTok Shop push Delivery past 24%.
Agency creative shows a distinct signature — strong middles and cautious openings, because the Opening is what approval rounds soften.
Browse
All 5 personas
Each tag names the beat that persona over-invests in, its average runtime, and its defining constraint.
For Agencies
Structure that survives a client approval round and still performs.
For Course Creators
Long runtimes that earn the right to make an offer.
For Dropshippers
No brand equity to lean on — the product has to argue for itself, fast.
For SaaS
Trial-led funnels reward recognition over urgency.
For TikTok Shop
Native-feeling structure with the purchase one tap away.
Side by side
How the personas differ in shape
Each bar is one persona's full runtime, split across the seven beats. The baseline is the cross-category average.
Method
Category or persona?
These two views answer different questions, and most teams need both. A category blueprint tells you where your buyer's friction sits — whether they need to be convinced the problem exists, shown that the mechanism works, or reassured that other people bought it. That is a fact about the audience and it does not change based on who is running the account.
A persona blueprint tells you what you are actually able to build. An agency with three approval rounds cannot ship the same opening as a dropshipper testing twelve creatives a week, even for an identical product. Those constraints are invisible in category data and they explain most of the gap between what a team knows it should make and what it ends up shipping.
The practical rule: take beat order and emphasis from your category, take runtime discipline and rotation cadence from your persona. Where the two conflict, the constraint usually wins — an ad you cannot get approved has an effective performance of zero.
Frequently asked questions
What is a persona blueprint?
It is the 7-beat ad structure read through operating constraints instead of product category. A category tells you where your buyer's friction sits; a persona tells you what you are able to build — how many approval rounds a hook survives, how fast creative fatigues, whether your conversion event is a purchase or a trial.
Should I use the category shape or the persona shape?
Both, for different things. Take the beat order and emphasis from your category, because that is set by your buyer. Take the runtime discipline and the constraints from your persona, because that is set by how you operate. An agency running supplement ads faces supplement buying friction and agency approval constraints simultaneously.
Why do dropshippers and TikTok Shop look so similar?
Because they share the two constraints that matter most: no brand equity and a very short path to checkout. Both compress Context hard and push runtime into the Opening and Delivery. The difference is texture — TikTok Shop actively penalises production value, while dropshipping merely cannot afford it.
Which persona runs the longest ads?
Course creators, at 54 seconds. The category carries the heaviest scepticism tax of any persona here, and the only structural answer is runtime — enough of it to demonstrate competence rather than claim it. Cutting these ads short is the most common error in the persona.
Explore more
Ad Blueprint
The 7-beat structure and how it was decoded.
By Category
The same structure across 20 product verticals.
Ad Hook Library
24 opening hooks ranked by share of decoded winning ads.
Brand Playbook
How top D2C brands structure the ads they actually scale.
Ad Formula Teardowns
Single ads reverse-engineered beat by beat, frame by frame.
Ad Behaviour & Psychology
The persuasion mechanisms underneath winning creative.
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