STATISTICAL FRAUD DETECTED — 7,380 videos analyzed — 5 mathematical impossibilities found

MMA GURU EXPOSED

Compound Fraud Infrastructure Detected

FRAUD CONFIDENCE: 97/100

THE MMA GURU
IS BUYING VIEWS.

We analyzed 7,380 videos across 4 MMA channels. The data reveals 5 statistical impossibilities that cannot exist under organic growth.

2025 View Floor

66,553

Bisping (730K subs): 3,259

20× HIGHER

Flop Rate (2024–26)

0.2%

Ariel Helwani: 69.4%

IMPOSSIBLE

Sub-to-View Ratio

52%

Industry max: 14%

3.7× OVER MAX

Est. Fraud Cost

$106K

~5× ROI on investment

6 YEARS
SMOKING GUN #1: The View Floor Impossibility

Bisping has 1.8× more subscribers yet his worst video gets 3,259 views. MMA GURU's worst gets 66,553 views. A 20× gap — with FEWER subscribers.

2025 Minimum Views Per Video — The Channel With FEWER Subs Has a 20x Higher Floor

MMA GURU (407K subs) Bisping (730K subs) Lucas (162K subs) Ariel (385K subs)

🚨 This is mathematically impossible for organic growth.

Larger channels have MORE variance, not less. The floor should be 2–10% of average. MMA GURU's is 31%.

SMOKING GUN #2: The Zero Flop Rate

Every organic channel has videos that underperform. MMA GURU had 1 video under 50K in 2 years. Ariel Helwani had 1,071.

% of Videos Under 50K Views (2024–2026) — Every organic channel has flops. MMA GURU has essentially ZERO.

MMA GURU: 0.2% flop rate vs organic average of ~42%
SMOKING GUN #3: Systematic ~2x Annual Growth

Organic growth is CHAOTIC — viral spikes, crashes, unpredictable. MMA GURU's is SMOOTH like a financial instrument. Six years. Zero declines. Never.

MMA GURU: Smooth ~2x every year. Organic channels: chaotic spikes & crashes.

MMA GURU Variance

27.6% — suspiciously smooth

Ariel Variance

138.6% — chaotic & real

Lucas Variance

90.9% — chaotic & real

All 5 Fraud Indicators — At a Glance
⚠️

20× View Floor Gap

Bisping (730K subs) floors at 3K. Guru (407K subs) floors at 66K.

⚠️

Zero Decline Years (6 yrs)

Bisping: 0.54×. Ariel: 0.03×. Guru: never below 1.27×.

⚠️

0.2% Flop Rate

1 video under 50K in 2 years. Ariel: 1,071 videos under 50K.

⚠️

Rising Floor Pattern

Floor goes 12% → 31% as channel grows. Organic floors FALL.

⚠️

52% Sub-to-View Ratio

Industry max is 14%. MrBeast does 15–20%. Guru claims 52%.

⚠️

$106K Fraud Investment

~2× annual growth for 6 years. Smooth like a financial instrument.

Final Verdict

COMPOUND FRAUD INFRASTRUCTURE

This is not random view buying. This is a systematic, scaled operation — 6 years, $106K invested, 5 statistical impossibilities. The data is undeniable.

66K+ View Floor~2× Annual GrowthZero Declines0.2% Flop Rate$106K Invested