ChatGPT can write 20 ad concepts, not explain why one wins

@aniruddha-mishra mocked that recipe, called the barrier to entry extremely low, then added: "The barrier to becoming a profitable, data-driven Creative Strategist is not."

The joke runs on. Tack on hooks, UGC scripts and a few Canva static ads. Sprinkle in terms like customer psychology, awareness levels and creative diversification. Brands scale, ROAS goes through the roof, everyone prints money. Then a flat "Haha." Every step on that list is about producing more stuff. For a brand owner hiring a strategist, none of it is the hard part.

The hard part is explaining why an ad won or lost

Mishra lists what comes after the generating: figuring out why one ad worked, why another failed, what to test next, and how to turn those lessons into scale that stays profitable. That list decides whether the scaling he joked about ever happens.

Even the generating breaks without context. @ruby-hoenderdos-7a948a150, a creative strategist, puts it plainly: "your team explains the same brand to AI 50 times a week and still gets slop back." She says she burned through a max plan in two days.

Every side points back to the ad account or the person behind the idea

@gloria-maaji-8140661a1 made a shampoo commercial with AI and argues the tool was not the strategy. The questions came first: what the customer should feel, what story makes the product desirable, how to show value without simply telling people to buy. In her view, a business needs someone who understands the product, the audience, the message and the desired action before anyone picks a tool.

@shahzad-khan-copywriter is blunter. Start creative strategy with what is already working in the ad account, not with the nice ads on atria. Get traction first. Get creative after.

@curtishowland shows the analysis side is moving too. His method: export daily Meta ads data as a CSV, paste it into Claude, and read three charts covering creative churn, ads produced versus hits, and how much spend still rides on old creative.

The cutoffs that make those charts readable are his, though. In the accounts his team manages, monthly churn usually runs 20-30%. A hit is an ad that crosses $3,500 in lifetime spend, and the team aims for a 10-15% hit rate. A month's batch still carrying over 30% of spend two months after launch means production is not keeping up. The charts come from Claude. What counts as a hit comes from his team's own accounts.

Test a strategist on what they have actually done with AI

The person worth hiring can open the ad account, explain why last month's winner won, and say what goes into the next test. A resume won't show that.

@marissahansen, who recruits for performance marketing and creative strategy roles, sees "strong AI skills" in nearly every job description and on nearly every resume. The job description usually doesn't say what it means. So she asks clients to name the job first: more creative concepts into testing each week, or reporting that doesn't eat a whole Monday. Then the interview gets simple. Candidates walk her through how they did it.