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@ridgesample · data partner · todaylabeled 87/93 posts · 6 unclassified · reconstructed from post timestamps

Their biggest bet doesn't pay off: Demonstration open runs 19% of output at 1.20x median views, while Authority open does 2.27x on just 13%.

followers
320K
90-day growth
+44.8%
cadence
5.5 posts/wk
engagement
6.2%
posts · 118d window
93

Hook lift · vs their own median views

bar length = lift · thickness = share of output
1.0×2.5×
lift · share
  • Demonstration open
    1.20× · 19%
  • Narrative cold-open
    0.87× · 14%
  • Authority open
    2.27× · 13%
  • Direct address
    0.81× · 12%
  • Problem cold-open
    0.90× · 12%
  • Result-first reveal
    0.95× · 6%
  • Text-on-screen claim
    0.81× · 4%
  • Pattern interrupt
    1.15× · 4%
  • Social proof open
    0.84× · 4%
  • Trend/audio lead
    0.92× · 4%

Label mix · 90 days · % of posts

  • Narrative cold-open
  • Problem cold-open
  • Authority open
  • Demonstration open
  • Direct address

Narrative cold-open: from 8 to 50 (min 7.4074074074074066, max 50); Problem cold-open: from 8 to 50 (min 8, max 50); Authority open: from 16 to 0 (min 0, max 33.33333333333333); Demonstration open: from 24 to 0 (min 0, max 24); Direct address: from 16 to 0 (min 0, max 28.57142857142857)

posts in trailing 28d windowmax 27

reconstructed from post timestamps · deleted posts are invisible

Posts · by lift, not views