AI-Powered Performance MarketingCreative as targeting: production and testing · Lesson 6 of 15
Creative is the new targeting
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Creative is the new targeting
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0:00 Creative is the new targeting
Here's a question that changes how you think about ads. If the platform decides who sees your ad, how does it decide? Increasingly, by looking at the ad itself. The visuals, the words, the sound, and who engages with it. Which means your creative is now your targeting. In this lecture you'll learn how to build a genuinely diverse creative portfolio, using concepts, angles and variants, a simple matrix to find ideas nobody else is running, and a prompt that turns real customer language into a dozen distinct concepts.
0:39 Why it matters
Why does this matter? Because when the platform stopped letting you choose audiences precisely, creative became the steering wheel. Here's an analogy. Think of fishing. In the old days you chose exactly which pond to fish in, that was interest targeting. Now the platform chooses the ponds. What you control is the bait. Different bait attracts different fish. If you only bring one kind of bait in ten colors, you catch one kind of fish. Bring genuinely different bait, and the platform can find you very different fish, including ones you didn't know were there.
1:20 Same product, different doors
Picture a lunchbox brand. Ad one shows a mother packing school lunches at six in the morning. Ad two shows someone meal-prepping after the gym. Same product. But the system will show those two ads to very different people, because it learns from the content and from who responds. Now picture ten versions of the first ad, with different button colors. To the system, that's basically one idea. You've given it one door to walk through instead of ten.
1:54 Three levels
So let's be precise with words. A concept is a distinct idea about who has what problem. An angle, or hook, is the specific way into that concept. A variant is an execution detail, like format, length or the first frame. Diversity that matters lives at the concept and angle level. Variants are for polishing a winner, not for finding new audiences. If your testing plan is mostly variants, you're optimizing the wrong layer.
2:26 The angle matrix
To find concepts, use an angle matrix. Down the side, your personas, the different people who buy or influence the purchase. Across the top, motivations: save time, save money, status, health, safety, belonging. Then layer in objections, like price or trust, the proof type you'll use, like a demo, a testimonial or an expert, and the format. Fill the most promising cells, and you'll spot combinations your competitors have never tried.
2:57 Simple example: Karachi tea brand (illustrative)
Let's do a simple worked example with the matrix. A tea brand in Karachi sells premium loose-leaf tea. Personas: office workers, new mothers, and gift buyers. Motivations: energy, calm, and impressing guests. That's nine cells. Office workers plus energy gives a hook like, your three o'clock slump, fixed without the sugar crash. New mothers plus calm gives, five quiet minutes, one perfect cup. Gift buyers plus impressing guests gives, the tea your guests will ask about. Three very different ads for the same product, each opening a different door. Fill the grid, then pick the most promising cells.
3:40 Example: Abu Dhabi fitness app (illustrative)
Here's an illustrative example. A women's fitness app in Abu Dhabi launched with three concepts. After building the matrix, they ran ten. Twenty-minute workouts between meetings. Postnatal-safe plans reviewed by a physiotherapist. Training around iftar during Ramadan. Working out at home with no mirrors and no audience. Native Arabic versions written by a person, not just machine translated. The winners were the Ramadan and privacy concepts. Interest targeting would never have found those audiences.
4:12 Anatomy of a short video
Now, the anatomy of a short video that performs. In the first one or two seconds, interrupt the scroll and show relevance: the problem or the result. From two to about eight seconds, make a specific, believable promise. In the middle, demonstrate or prove it. At the end, a clear next step. Make it readable with the sound off, burn in captions, and keep key text out of the areas where the app's buttons sit. And on short-form platforms, native phone-shot styles usually beat polished TV edits.
4:50 LLM as creative partner
You can use an LLM as a brainstorming partner here, and the lesson has a prompt you can copy. The secret is the input. Paste in real customer language: reviews, support tickets, sales call notes. Ask for twelve concepts in a table, each differing in persona or motivation, with a hook of twelve words or fewer, the proof type, and why it would reach a different audience. Tell it not to invent statistics or testimonials, and to flag anything that needs legal review. Then a human picks and refines.
5:29 Two things to watch
Two things to watch. First, patience. Don't kill a concept after one day; give each a fair amount of spend before judging. Second, compliance. Health claims, financial promises and before and after images are restricted on most platforms, and regulators like the ASA in the UK and the FTC in the US enforce advertising rules. Real testimonials need real, consenting customers and typical, honest results.
5:57 Mistakes + try this now
Here are the common creative mistakes. Calling ten color variants diversity. Writing every hook about the product instead of the customer's problem. Killing concepts after a day or two of spend. Translating Arabic or Urdu ads word for word instead of writing them natively. And making claims you can't prove. Try this now: take your current live ads and label each one with its persona and motivation. If most of them share the same pair, you've found your gap. Write three new hooks for pairs you're not covering.
6:35 Watch me do it: from quotes to concepts (illustrative)
Watch me do it. Let's turn raw customer language into concepts for an illustrative Manchester dog-food subscription. I paste forty review snippets and twenty support tickets into a spreadsheet. First, I tag each quote with a motivation. Words like finally eats without fuss go to picky eaters. Delivered before I run out goes to convenience. Vet recommended the ingredients goes to health. Cheaper than the pet shop goes to price. Second, personas: first-time puppy owners, owners of older dogs, and busy professionals. Third, I build a three by four grid and count quotes per cell. The biggest cluster is older dogs plus health, which our ads have never addressed. Fourth, I run the LLM brief prompt with these quotes and ask for twelve concepts. I keep five, drop four that are generic, and rewrite three that made claims we can't prove, like adds years to your dog's life. Fifth, hooks: for older dogs plus health, joint-friendly food your senior dog will actually finish. That concept came from real words, not a brainstorm, and it's the one the platform will match to an audience we weren't reaching.
7:56 Recap and next step
Recap. Under broad delivery, creative is targeting. Build diversity at the concept and angle level. Use the matrix to find new ideas and an LLM to brainstorm from real customer words. Measure each concept's cost per result, hook rate, and whether it reaches new customers. Your next step: build a matrix with at least twelve cells for your product, pick six concepts that differ in persona or motivation, and write a twelve-word hook for each.
Why creative now decides who sees your ad
When delivery is broad, the platform uses the ad itself — its visuals, words, sound, format and the people who engage with it — to find the right audience. A video of a mother packing school lunches will be matched to different people than a video of a gym-goer meal prepping, even if both sell the same lunchbox. Your creative portfolio is your targeting plan.
That is why platform guidance increasingly emphasizes creative diversity: genuinely different concepts, formats and messages, not near-duplicates. Ten versions of one image with different button colors give the retrieval system one idea to match; ten different concepts give it ten.
Concepts, angles and variants
Use a three-level hierarchy:
| Level | Definition | Example (lunchbox brand) |
|---|---|---|
| Concept | A distinct idea about who has what problem | "Busy parents: lunch in 5 minutes" |
| Angle / hook | The specific entry point into the concept | "Stop buying canteen junk" / "The 5-minute lunch hack" |
| Variant | Execution differences | Format (9:16 video, carousel), length, first frame, caption |
Diversity lives at the concept and angle levels. Variants help optimize a winning angle but do not expand reach much.
The angle matrix
Build a matrix of personas × motivations × formats and fill the most promising cells:
- Personas: who buys (and who influences the purchase).
- Motivations: the job to be done — save time, save money, status, health, safety, belonging.
- Objections: price, trust, "will it work for me", delivery.
- Proof types: demo, testimonial, expert, comparison, before/after (where allowed), user-generated content.
- Formats: short vertical video, static image, carousel, catalog/dynamic product ad, long-form video.
Worked example: a UAE fitness app
An Abu Dhabi fitness app for women built its first Advantage+ and Smart+ campaigns with 3 concepts. After mapping the matrix, it launched 10:
- Busy professional: "20-minute workouts between meetings" (screen demo).
- New mother: "postnatal-safe plans" (coach explainer, reviewed by a physiotherapist).
- Ramadan: "training around iftar" (seasonal).
- Budget: price comparison vs gym membership.
- Social proof: members' progress stories (with written consent, realistic claims).
- Privacy: "work out at home, no mirrors, no audience".
- Arabic-language versions of 1–3, written natively, not machine translated only.
- Community: group challenges.
- Expert: certified coach explaining form.
- Objection-handling: "no equipment needed".
Delivery spread across noticeably different audiences, and the Ramadan and privacy concepts became the top performers — neither would have been found by interest targeting.
Anatomy of a high-performing short video
- First 1–2 seconds: pattern interrupt plus relevance (show the problem or the result).
- Seconds 2–8: the promise, specific and believable.
- Middle: demonstration or proof.
- End: clear next step and offer.
- Sound-off readable: captions burned in; safe zones respected so UI overlays do not cover key text.
- Native feel: shot on phone, platform-native editing styles beat polished TV cuts on short-form platforms.
Hands-on: a creative brief prompt for an LLM
You are a performance creative strategist.
Product: {product}, price {price}, markets: {markets}.
Audience research (verbatim customer quotes): {quotes}
Compliance constraints: {claims_we_cannot_make}
Produce 12 ad concepts as a table with columns:
concept_name | persona | motivation | objection addressed | hook (first 2 seconds, <= 12 words) |
proof type | format | why this reaches a different audience than the others.
Rules: every concept must differ in persona or motivation; no fabricated statistics or testimonials;
flag any concept that needs legal review.Feed it real customer language (reviews, support tickets, sales-call notes). The model is a brainstorming partner; a human selects and refines.
Pitfalls
- "Diversity" that is only cosmetic.
- Killing concepts after a day; give each a fair spend before judging.
- Claims that break advertising rules (health, finance, before/after) — check the platform policy and your local regulator (for example the ASA/CAP Code in the UK, FTC guidance in the US).
How to measure success
Track at the concept level: spend share, cost per result, hook rate (3-second views ÷ impressions) and hold rate for video, and — crucially — whether new concepts reach new people (new-customer share, audience breakdowns). A good creative program regularly produces new winners, not just variants of an old one.
Key takeaways
- Under broad delivery, the ad's content decides who sees it; your creative portfolio is your targeting plan.
- Diversify at the concept and angle level, not just cosmetic variants.
- Use a persona × motivation × format matrix to find untapped concepts.
- Use LLMs to brainstorm from real customer language; humans choose and check compliance.
- Measure at the concept level, including whether concepts reach new people.
Check your understanding
Quick questions to lock in the lesson. They don’t count towards your certificate.
Put it into practice
Build a persona × motivation matrix for your product with at least 12 cells. Pick 6 concepts that differ in persona or motivation, and write a 12-word hook for each.
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