HomeSignalsProfile click

Profile click — a positive ranking signal

CODE home-mixer/scorers/ranking_scorer.rs (ProfileClickWeight); phoenix/runners.py ACTIONS[5] · verified 2026-07-31 @ 0bfc279

Predicted probability the viewer clicks through to your profile. 24× a like in 2023.

Last public weight (2023 heavy ranker): 12.0 LEGACY-2023 — from the frozen twitter/the-algorithm; absent from the 2026 code.

2026 weight: withheld — all current weights live in an unpublished params module. The weights story →

What actually moves it

Posts that make a stranger ask 'who IS this?' — strong specific claims, unusual expertise — drive profile clicks, which also feed follow_author.

Where it sits in the formula

Phoenix (a Grok-1-architecture transformer, phoenix/README.md) predicts P(profile_click) per viewer from that viewer’s own engagement history — not from your post’s running like-count. The prediction is multiplied by its weight and summed with the other 21 terms, then the author-diversity decay and out-of-network multiplier apply.

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