Why the First Slide Controls the Carousel
A simplified visual model for seeing how only stopped users can swipe deeper.
Open labTopic
Carousels
First slides, swipe depth, save-worthy structures, and reading flow.
Topic route
Labs in this topic
Swipe Depth Decay
A simplified visual model for seeing how each slide loses a share of the audience.
Open labFour Slides vs Ten Slides
A simplified visual model for seeing how slide count trades depth against completion.
Open labQuestion Hook vs Statement Hook
A simplified visual model for seeing how question openings create a different stop path than declarative tips.
Open labInformation Density vs Save Rate
A simplified visual model for seeing how too empty lacks value; too dense creates friction.
Open labWhy Before/After Slides Work
A simplified visual model for seeing how comparison shortens the time to understanding.
Open labThe Save-Worthy Carousel Structure
A simplified visual model for seeing how problem can lead to mistake, fix, checklist, then CTA as a visible path.
Open labCTA Placement in a Carousel
A simplified visual model for seeing how CTA timing changes save/share/follow behavior.
Open labText Alignment and Reading Flow
A simplified visual model for seeing how alignment changes scan path and perceived difficulty.
Open labThumbnail First Slide vs Article First Slide
A simplified visual model for seeing how feed stop power and swipe intent can diverge.
Open labSimplified-model note
These labs use simplified conceptual models. They do not reproduce any private ranking, recommendation, or advertising system.