B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

33%

33% -- share of recommendations brainrot content for YouTube recommendations to new users (2025)

2025  · Kapwing

33% of recommendations served to new YouTube users were classified as brainrot.

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Attribution: Kapwing View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
33%
Unit
Percentage
Data Vintage
2025
Entity
YouTube recommendations to new users
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Kapwing Primary Tier B
https://vervocity.io/what-is-ai-slop/ ↗
Confidence: 59/100 Vintage: 2025 Channel: Deep Crawl
Source Article
What is AI Slop? | Merriam-Webster's 2025 Word | Vervocity
AI slop is flooding the internet, and people are noticing. Merriam-Webster named “slop” its 2025 Word of the Year, defining it as low-quality digital content that is usually produced in quantity by means of artificial intelligence (AI). The term captures a growing frustration with the flood of synth…
Original Research
Kapwing · Original study ↗

Same Kapwing study as the 21% AI slop figure

Methodology documented
Industrymarketing
Plain Text
YouTube recommendations to new users: 33% share of recommendations brainrot content. Source: Kapwing (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/youtube-recommendations-brainrot-33-percent
HTML Embed
<blockquote cite="https://lighthousedata.io/data/youtube-recommendations-brainrot-33-percent" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33%</strong> -- share of recommendations brainrot content for YouTube recommendations to new users<br><small>Source: Kapwing (2025) · <a href="https://lighthousedata.io/data/youtube-recommendations-brainrot-33-percent" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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