X
X is a real-time feed of short posts ranked algorithmically. The For You tab prioritizes engagement, which means controversy and hot takes rise to the top.
Why this score
The For You feed is ranked for engagement, not relevance. Public metrics (likes, reposts, view counts) are prominent.
Notifications for likes, replies, mentions, and trending topics create constant pull. The real-time nature creates FOMO.
The breakdown
- Attention Capture7.0
Mechanics designed to keep you in the app right now — infinite scroll, autoplay, variable rewards, and reactive swipe-tap loops.
- Habit Formation5.0
Mechanics designed to bring you back — streak coercion, default push notifications, and re-engagement of dormant users.
- Social Pressure6.0
How much the experience exploits social psychology — public metrics, profile curation, and status comparison against others.
- Time Theft6.0
Mechanics that steal more time than you intended to give — no stopping cues, short units, and 'just one more' loops.
- Cognitive Erosion1.0
Mechanics that replace your independent thinking, memory, or judgment — creating dependency on the tool to function.
- Cognitive Nourishment2.0
Whether the app actively strengthens your ability to think for yourself. Shown on the label, but it does not affect the score.
Recommended usage
Switch to the Following tab for chronological posts. Turn off trending topics.