Does an instruction-led third frame improve cooking-task comprehension and qualified acquisition?
- Audience
- Eligible US English iPhone default-page visitors, with research among novice and experienced home cooks looking for recipe help.
- Control
- The captured discovery, community and cookie-preview sequence after verifying retained counts and example claims.
- Treatment
- Replace only frame three with an authentic instruction for the same cookie recipe. Keep the dish, first two stills, metadata and offers fixed.
- Method
- Validate the recipe step and its current app presentation, then run comprehension research and eligible randomized App Store product page optimization.
- Primary measure
- Platform-reported download conversion for eligible randomized visitors.
- Guardrails
- Visitors should understand the instruction and effort without assuming a guaranteed result, diet suitability or universal shopping availability. Assess recipe starts separately where attribution permits.
- Decision rule
- Predefine useful effect, sample requirement and analysis date using actual baseline traffic. Keep control if inconclusive or if increased interest accompanies worse understanding of the cooking task.
- What could muddy the result
- Seasonal dishes, social-video campaigns, recipe availability, subscription changes and home-cooking experience can affect response.