B.F. Skinner — operant conditioning
Variable Reward Schedules
Scrolling a static grid delivers predictable, low-reward outcomes. Clicking starts to feel like settling, so users keep scrolling in hope of something better. Superbar's behavioral feed surfaces the right product at the right moment — the same variable-reward dopamine loop that makes TikTok and Instagram addictive.
John Sweller — cognitive load theory
Lower Cognitive Load
Classic product grids force users to actively scan, evaluate, and decide what to click next. The mental tax compounds into decision fatigue and abandonment. An immersive, passive feed brings relevant products to the user, removing most of the work.
The Zeigarnik effect
Open Loops Keep Users Engaged
People stay invested in incomplete tasks. The Superbar feed constantly evolves — an open loop the brain wants to resolve — so users stay mentally engaged instead of closing the tab.
Gloria Mark — attention residue & flow
Continuous Flow State
Constant task-switching kills focus. Superbar holds users in a continuous flow state as they scroll, so discovery, evaluation, and decision blur into one seamless motion instead of three separate jumps.
Smart Behavioral Transitions
No Hard Click Decisions
Traditional eCommerce makes the user consciously break their scroll to enter a PDP. Over 50% never do. Superbar reads micro-behaviors — pause length, scroll speed, engagement — and transitions intelligently. Sideways image scrolling, for example, flows naturally into the full product page, removing the costly decision point.