Cybersecurity Girl

Cybersecurity Girl is an independent tech channel on Rumble. RumbleRankings currently places it at #9 in the tech leaderboard with a composite score of 64.89/100, a figure built from audience size, engagement, upload consistency and category relevance rather than raw follower count. The channel reports 4.5k followers, and we refresh its uploads, growth and score daily. Treat the ranking as a neutral, signals-based discovery tool: a measurement of reach and activity, not an endorsement of any individual video or claim.

Percentile bars show this channel vs its category cohort. Weights apply on top.

• Relevance

  30% · 100p

  Channel category relevance score (keyword classifier, LLM fallback).
  30%
  100
• Recency

  25% · 0p

  Time-decayed uploads last 30 days, half-life 14 days, min-max within cohort.
  25%
  0
• Engagement

  20% · 22p

  Avg views / followers last 10 videos, percentile-rank within cohort.
  20%
  22
• Consistency

  15% · 73p

  Avg views last 10 videos, percentile-rank within cohort.
  15%
  73
• Audience

  10% · 75p

  Log-normalised follower count, min-max within category cohort.
  10%
  75
• Longevity

  0% · 31p

  Component retained for transparency · weight 0%.
  0%
  31