How did you challenge a launch claim?
Inspect the sample story, then practise with a real example from your own work.
“AI is not a substitute for product quality, science or consumer trust.” (opens the source)
The question
Nora, a product analyst at fictional Vale Consumer Products in London, reviewed an AI-written moisturiser campaign. The copy promised barrier repair for all skin types; the study measured hydration in adults with dry skin.
- Constraint
- Media was booked for Friday. Nora had no authority to approve scientific claims.
- Action
- She mapped each phrase to the study outcome and population, then brought the gaps to the science lead and marketing owner.
- Outcome
- The owners approved narrower hydration copy. Nora checked that the website and retailer feeds used the approved wording.
“Describe the disagreement, Nora’s contribution and the outcome without inventing a commercial impact.”
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A strong answer, step by step
Open each step in turn. This is one strong answer, not the only one.
Step 1: Make the disagreement specific
“The study measured hydration in dry skin; the campaign claimed barrier repair for everyone.”
Why it works: The mismatch is about evidence, not a vague dislike of AI copy.
Step 2: Show how you challenged it
“I mapped the claim to the study and asked the science lead and marketing owner to resolve the unsupported parts.”
Why it works: This combines evidence with respect for the decision owners.
Step 3: Explain the workable alternative
“We used approved hydration wording for Friday. I checked the web and retailer feeds for the same version.”
Why it works: The story shows a route to delivery as well as an objection.
Step 4: Keep the outcome honest
“The claim changed and the approved wording reached the feeds. I do not have evidence of higher conversion or complaints avoided.”
Why it works: A precise operational result needs no invented business metric.
The answer, in short
- Decision
- Lead with the evidence mismatch and the approved alternative, then state the result you observed.
- Because
- Nora helped change the claim but did not own scientific approval or measure sales impact.
- What would change it
- A later controlled test could support a conversion claim; it is absent from this story.
Common traps
- Saying you stopped a dangerous product when only the copy changed.
- Claiming sole approval authority.
- Inventing conversion or reputation gains.
Check your answer
- Did I identify the claim mismatch?
- Did I name the approval owners?
- Did I show the alternative?
- Did I keep the result within the evidence?
Last reviewed Nov 9, 2026