CASE STUDY • 2026-07-16
MrBeast Audience Reception: Willy Wonka Factory
How 148K comments revealed what viewers really think about MrBeast biggest production
MrBeast|I Built Willy Wonka's Chocolate Factory
Mood-Net Score
+0.72
2,400 comments sampled from 148,320 total
Stance Distribution
SUP
58.3%
AGA
8.7%
NEU
12.4%
THIN
9.2%
OFF
5.8%
SUS
3.1%
AGN
2.5%
Key Findings
- ▸58.3% of comments show genuine support for the concept — viewers praise the scale and production quality, not just the personality.
- ▸Only 8.7% express disagreement — mostly about environmental concerns (single-use chocolate) and comparison fatigue with earlier MrBeast videos.
- ▸Bot/spam activity (SUS) at 3.1% is below MrBeast channel average (4.8%), suggesting organic engagement.
- ▸Thin positive (9.2%) — awesome and subscribed comments — are low for a channel of this size, indicating the content actually provoked thought.
- ▸Mood-Net 0.72 places this video in the top 15% of MrBeast content — the production concept resonated stronger than typical challenge videos.
Analysis performed by PJQ using AI stance detection across 7 categories. Sample size: 2,400 comments.