An agency that turns a client's segments into five creative briefs before the kickoff call
The setup
Hatch & Co. is a small growth agency that onboards DTC brands fast and proves value faster. Maya leads accounts and creative. The first two weeks of any new client decide the relationship. If Hatch shows sharp, specific thinking early, the retainer renews; if the first campaigns feel generic, it doesn’t.
The problem
The bottleneck was always the same: the gap between getting a client’s data and briefing creative on it. A new skincare client would hand over a Shopify export, and Maya’s team would spend the better part of a week staring at it, arguing about who the customers even were before a single ad concept got written. Multiply that across a dozen clients and the agency was paying salaried creatives to wait on analysis.
“Our product is ideas, fast,” Maya said. “Every day spent figuring out who the audience is, is a day my writers aren’t writing for them.”
The turning point
Maya started running new-client data through Divisio on day one. Clustering took an afternoon, but the unlock was AI persona cards, and specifically the suggested campaign baked into each one.
For the skincare client, Divisio’s persona cards came back as five fully-formed people. Each had a name, a tagline, traits, a numbers-grounded description, and a concrete, ready-to-brief campaign idea tuned to that segment. “The Routine Devotee” came with a replenishment-and-ritual campaign. “The Curious Sampler” came with a guided bundle play to push them past the trial phase. “The Lapsed Splurger” came with a win-back angle built around their old high-AOV habit.
Those weren’t finished ads, but they were briefs. Maya’s creatives didn’t start from a blank page and a spreadsheet. They started from a named persona and a campaign direction, and went straight to headlines and hooks.
How she did it
- Dropped the new client’s export into Divisio on day one, then derived a couple of computed variables (AOV, tenure) for sharper inputs.
- Ran pattern detection to land on five customer segments.
- Generated AI persona cards: name, traits, description, and a suggested campaign each.
- Pasted each persona’s card and suggested campaign into a one-page creative brief.
- Handed five briefs to the writers before the client kickoff call.
The payoff
Hatch now walks into kickoff calls with five named personas and a proposed campaign for each, all derived from the client’s own data, not pulled from a template deck. Clients hear their own customers described back to them with specifics and immediately trust the agency gets it.
Maya cut her concept-to-first-draft time from roughly a week to about a day per client, and the “you already understand our customers” reaction in kickoffs has become Hatch’s strongest pitch for the renewal.
“The suggested campaign on each persona card is basically a creative brief the data wrote itself. My team starts writing on day one instead of arguing about who the customer is.”
Maya, account and creative lead at Hatch & Co.
Feature spotlight: AI persona cards (Pro)
Each persona card isn’t just a description. It ends with one concrete, ready-to-brief campaign idea suited to that exact segment, grounded in the segment’s real numbers. For anyone who has to turn data into creative fast, whether agencies or lean in-house teams, it collapses the distance between “here’s a cluster” and “here’s the campaign we’re running at it.”