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@razersample · data partner · todaylabeled 96/100 posts · 4 unclassified · reconstructed from post timestamps

Their biggest bet doesn't pay off: Trend/audio lead runs 30% of output at 0.70x median views, while Demonstration open does 2.25x on just 10%.

followers
780K
90-day growth
+7.4%
cadence
13.8 posts/wk
engagement
11.0%
posts · 118d window
100

Hook lift · vs their own median views

bar length = lift · thickness = share of output
1.0×2.4×
lift · share
  • Trend/audio lead
    0.68× · 30%
  • Direct address
    0.97× · 17%
  • Problem cold-open
    1.25× · 11%
  • Demonstration open
    2.21× · 10%
  • Result-first reveal
    1.29× · 7%
  • Text-on-screen claim
    1.02× · 6%
  • Pattern interrupt
    0.69× · 5%
  • Authority open
    1.30× · 4%
  • Social proof open
    0.66× · 3%
  • Narrative cold-open
    1.50× · 3%

Label mix · 31 days · % of posts

chart shortened — 100 posts only reach day −59
  • Trend/audio lead
  • Authority open
  • Demonstration open
  • Direct address
  • Narrative cold-open

Trend/audio lead: from 31.25 to 100 (min 12, max 100); Authority open: from 0 to 0 (min 0, max 10); Demonstration open: from 9.375 to 0 (min 0, max 21.73913043478261); Direct address: from 15.625 to 0 (min 0, max 33.33333333333333); Narrative cold-open: from 3.125 to 0 (min 0, max 7.4074074074074066)

posts in trailing 28d window · ┄ partial window (feed starts inside it)max 47

reconstructed from post timestamps · deleted posts are invisible

Posts · by lift, not views