TSM
Guest preview — showing qualitative direction only.
TSM Analysis Summary
TSMC (TSM) operates in Layer 1: Semiconductor Manufacturing, in the Leading Edge Foundries sub-sector. With a $800.0B market cap and 50% AI-derived revenue, it sits in the upstream tier of the AI supply chain.
The current composite signal is bullish with none conviction, driven primarily by daily factors.
TSM has supply chain relationships with 8 companies in the AI ecosystem. Upstream suppliers include ENTG, SUMCO, MP. Downstream customers include AMD, AVGO, NVDA.
TSM is currently a beneficiary of 2 bottlenecks (TSMC CoWoS Packaging, NVIDIA Blackwell/Rubin GPUs) and affected by 2 bottlenecks (ASML High-NA EUV, 300mm Silicon Wafers).
Learn more about our signal methodology. View Signal History → TSMC AI Visibility →
Analysis as of May 26, 2026 20:02 UTC (daily run). Live data.
Data Trust
Quality grade C · Score 0.74 · Updated May 26, 2026 20:02 UTC (38.1h ago)
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Signal Snapshot
Current model view is bullish with none conviction. Based on the latest daily run.
Primary driver appears to be daily factors for this ticker.
Latest Recommendation (Guest Preview)
Low bullish on TSMC (Semiconductor Manufacturing, 50% AI revenue). Signal: +0.16.
Supply Chain Position (Guest Preview)
Neighbor signal strengths and propagation context available after sign-in.
Portfolio Position
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Bottleneck Exposure (Guest Preview)
Fundamentals & Characteristics
- Market Cap
- $800,000M (800.0B)
- Avg Daily Volume
- $1500.0M
- AI Revenue %
- 50%
- Liquid Options
- Yes
- Layer
- 1 — Semiconductor Manufacturing
- Sub-Sector
- Leading Edge Foundries
- Mega Cap
- Yes
Latest Signal Snapshot
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Key Facts About TSM
- Company: TSMC
- Supply Chain Position: Semiconductor Manufacturing (Layer 1 of 10)
- Market Cap: $800.0B
- AI Revenue: 50%
- Sub-sector: Leading Edge Foundries
- Tier: Upstream
- Supply Chain Partners: 8 companies
TSM FAQ
What does TSMC do in AI?
TSMC (TSM) operates in the Semiconductor Manufacturing layer of the AI supply chain, in the Leading Edge Foundries sub-sector.
Is TSM a buy or sell?
Full signal analysis for TSM is available after sign-in at Early Signal. Our quantitative model analyzes momentum, sentiment, earnings, and supply chain factors.
What AI supply chain layer is TSM in?
TSM is in Layer 1: Semiconductor Manufacturing. Early Signal's 10-layer taxonomy traces the AI value chain from raw materials (Layer 0) through semiconductor manufacturing, chips, infrastructure, cloud platforms, AI tools, foundation models, applications, AI-enabled transformation, to secondary beneficiaries (Layer 9). Learn more on the methodology page.
What is TSMC's AI revenue exposure?
TSMC derives approximately 50% of its revenue from AI-related activities. It has a market capitalization of $800.0B and sits in the upstream tier of the AI supply chain.
⚡ AI Brand Visibility
How often AI models (ChatGPT, Claude, Gemini) mention TSMC when users ask questions in its category.
Source: geo.sig.ai — tracks AI visibility for 5,600+ companies across 30 verticals.