Data Providers
Retail
Low confidence
Moved budget
Illustrative case study · The outcome shown is a modeled decision, not a measured client result.
Who needed the answer
The head of media planning at an apparel retailer. An AI research tool said younger shoppers respond less to the brand’s ads and recommended new creative.
Why they needed help
Acting on that recommendation would normally take a week of follow-up research before any budget moved.
What they asked
Our AI research says younger shoppers respond less to our ads. What's the main driver?
What the experts said
The gap is reach, not creative
3 of 4 former media planners said the brand’s current channels don’t reach that age group, so the creative is rarely seen. 1 pointed to price.
Sample responses
“The creative was fine. Under-25s just weren’t on the channels the budget was in.”
Former media planner, specialty apparel retailer, left 2025
answer_id
ans_08d12dfd
respondent_id
rsp_a7157741
“I’d look at price first. That age group trades down fast.”
Former brand manager, specialty retailer, left 2024
answer_id
ans_a708a7ae
respondent_id
rsp_e48e9004
Illustrative quotes. In the product, every answer carries an answer_id and a respondent_id. The answer_id links to the full response and when it was given; the respondent_id links to the expert’s screened profile without revealing who they are, so any number can be traced back to its source.
About the experts and method
Who answered
Former brand and media planners at specialty retailers
Responses
All 4 answered · 3 reach · 1 price
Safeguards
Experts see a summary only, no customer data or unreleased creative; the client approves what's shared
Business impact
From the findings via Ask Synquery Connector, the team decided to pause the creative refresh.
The team shifts a test budget into channels that reach younger shoppers and keeps the existing creative.