BRAND_ANALYSIS #SCALE_AI TECH #134 OF 199 IN TECH ALIGNED

Scale AI

· Private · Updated 25 Aug 2026 07:31 UTC
#630 of 1208 overall by tension · #134 of 199 in Tech
13 Aligned
The Balanced
Analysis

C=57, B=70, sentiment=0.70. Data labeling infrastructure at peak cultural moment (AI hype); Scale AI benefits from macro sentiment rather than specific brand meaning. Fragile relevance.

IN THE NEWS (100 articles this week)
Large-scale AI-guided liver malignancy diagnosis: multicenter study and a single-arm trial - Nature
Giga-Scale AI and the Ethernet Evolution: How Spectrum-X Ethernet Rewrites the Rules - NVIDIA Developer
5 signals of trusted AI: How organizations scale AI with security, governance, and observability - Microsoft
Cultural Score
57 / 100
Business Score
70 / 100
TREND
TENSION▁▁▁▁▁▁▁▁▁▁▁▁▁▁
CULTURAL▄▄▄▄▄▄▄▄▄▄▄▄▄▄
BUSINESS▅▅▅▅▅▅▅▅▅▅▅▅▅▅
TREND CHART
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CULTURAL BREAKDOWN
Wikipedia Momentum 15/40
News Presence 43/35
Search InterestRedistributed to other dimensions
BUSINESS BREAKDOWN
Stock Momentum 0/30
Market Position 0/25
Revenue Growth 0/25
Earnings Health 0/20
BRANDS LIKE THIS
Bose
C:57 B:70 T:13
SpaceX
C:57 B:70 T:13
Stripe
C:57 B:70 T:13
Valve
C:57 B:70 T:13
Epic Games
C:55 B:68 T:13
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Scale AI's tension is 13. Commerce outpacing culture. sociologyofcapitalism.com/brand/scale-ai
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Data: Wikipedia Pageviews, Google News RSS, AI Sentiment
All scores approximate. Updated daily.
Sociology of Capitalism
Mike Litman