Marketing Task

Find new ad angles from real customer evidence

Turn customer problems, motivations, objections, and desired outcomes into distinct creative hypotheses that a person can verify and test.

“This is costing me acquisition efficiency and production time while the team guesses what to make next.”

The result to work towards

Create a continuing set of distinct angle hypotheses with traceable customer evidence, clear claim boundaries, and useful creative briefs.

The situation

When it starts: Acquisition costs worsen, the creative pipeline slows, or repeated hooks stop producing useful tests.
What makes it difficult: The team needs a genuinely different customer angle, but evidence is scattered across reviews, support conversations, interviews, and campaign notes.
What progress looks like: Each selected angle names a distinct customer tension, links to reviewed evidence, states its claim limits, and produces a testable brief.

Next useful action

Produce distinct ad-angle hypotheses with traceable customer evidence, safe claim boundaries, and a human-reviewed brief for each test.

Boundaries

Use customer material that the organisation is allowed to analyse for this purpose.
Remove names, email addresses, order numbers, and other direct identifiers before using AI or shared spreadsheets.
Keep every extracted theme and angle linked to source evidence that a person can inspect.
Treat discovery, creative expression, and asset variation as separate decisions.
Do not turn customer language into an objective advertising claim without suitable support and review.
Use a small consented survey only when existing customer evidence leaves a defined gap.
Require human review before an angle enters a creative brief or advert.

Research basis

The source set combines official product documentation with general AI risk guidance.

Edited by MarioReviewed 18 September 2026