Clinical and well-being
Therapists, digital mental-health programs, and well-being services.
Support clients between sessions with a feed that surfaces grounding and coping content and steers away
from harmful triggers, with the person always in control.
ExampleMental support
Engage grounding skills
Skip suicidal triggers
Education and family safety
Schools, edtech, and child-safety and parental-control organizations.
Offer families an age-appropriate feed that favors safe curiosity and learning and keeps mature or harmful
content out, set and reviewed by an adult.
ExampleParental control
Engage age-safe curiosity
Skip mature content
Public sector
Public-interest, media-literacy, fact-checking, and online-safety programs.
Help people meet feeds with more credible context and fewer manipulative or synthetic claims, advancing
online-safety and healthy-information goals without censorship.
ExampleOptimize truth
Engage credible context
Skip misleading deepfakes
Research and academia
Labs studying attention, recommender systems, and digital well-being.
Run consented, privacy-preserving studies of how a goal-aligned layer changes information diets, with
a transparent and reproducible scoring pipeline.
ExampleFilter brainrot
Engage useful learning
Skip ragebait loops
Workforce and productivity
Employers and platforms embedding focus and digital-wellness.
Give teams a feed that rewards practical, on-task signal and quietly trims the idle scroll, supporting focus
and healthier technology use at work.
ExamplePersonal alignment
Engage practical signal
Skip idle scroll
Honest commerce and discovery
Brands and marketplaces that value genuine recommendation.
Help shoppers reach real, relevant recommendations and recognize sponsored noise, so discovery is driven by
fit rather than the highest bidder.
ExampleAvoid ads
Engage real recommendations
Skip sponsored noise