

Viga Liu
46 Articles
With a focus on macroeconomics and commodities, she brings years of experience in fundamental, technical, and flow-of-fund analysis. Her expertise extends to a variety of assets, including gold and crude oil. Her background in the buy-side has honed her ability to dissect market dynamics, uncovering the underlying logic behind market trends and discovering trading opportunities.
Viga holds degrees from the University of Waterloo and the University of Melbourne. She is well-equipped to offer analysis with different angles, bridging the gaps in traditional fundamental analysis.
Written by Viga Liu
Reviewed by Viga Liu
Tripadvisor (TRIP): An Undervalued Hidden Gem Riding the Experience Economy with AI
Despite competition and economic risks, Tripadvisor’s stock, with a forward P/E of 8.7 (below the peer median of 15), looks attractive. Viator’s growth and AI-driven revenue potential is worth watch and support a target price range of $13–$22.
Tue, Jul 1

[IN-DEPTH ANALYSIS] Zillow Unveiled: The Data-Driven Engine Behind U.S. Home Buying and Selling
TradingKey - Zillow Group is the top online real estate website in the United States. It’s where millions of people start when they want to buy, sell, or rent a home. Since it was founded in 2006, Zillow has changed the way people find homes by giving them easy access to home prices, listings, and h
Tue, Jun 24
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[IN-DEPTH ANALYSIS] Tesla’s Robotaxi Ambition Amid the Trump-Musk Political Tensions
TradingKey - Political Feud Impact: Musk’s clash with Trump risks Tesla’s subsidies and SpaceX’s federal contracts, essential for growth.· Robotaxi Opportunity: Tesla’s scalable robotaxi could have great potential but faces regulatory and competitive hurdles.
Mon, Jun 16

[HOTSPOT ANALYSIS] WWDC 2025 Highlights: Apple’s Measured AI Strategy and Innovative Liquid Glass Interface
TradingKey - Apple’s Worldwide Developers Conference (WWDC) 2025, held on June 9, was highly anticipated as a key moment for the company’s AI plans, especially as other major tech companies are investing heavily in AI. However, the event mostly featured small, steady improvements rather than big, br
Tue, Jun 10

[IN-DEPTH ANALYSIS] ServiceNow: Harnessing AI to Automate Workflows and Redefine Enterprise Value
TradingKey - ServiceNow acts as a platform on top of platforms, seamlessly integrating over 200 leading business tools to unify and automate cross-department workflows, effectively breaking down information silos.
Mon, Jun 9

[IN-DEPTH ANALYSIS] Snowflake: Making AI Real and Unlocking New Data Cloud Growth
If you’re looking for a company that’s not just talking about AI but actually making it real, Snowflake stands out. It’s helping businesses turn AI from a buzzword into practical solutions, acting as the engine room powering the AI revolution. Snowflake’s AI progress is impressive, and the latest re
Wed, Jun 4

[IN-DEPTH ANALYSIS] Breaking AI's Energy Bottleneck: NuScale SMR, Pioneering a New Nuclear Era
【In-Depth Analysis】TradingKey - Forget the image of massive nuclear plants costing billions and taking decades to build. While they’ve long been the backbone of the grid, they’re starting to feel clunky in today’s fast-evolving energy landscape.
Wed, Jun 4

[IN-DEPTH ANALYSIS] UnitedHealth (UNH): Can the Healthcare Giant Recover After Its Epic Collapse?
Once a Wall Street sweetheart, UnitedHealth Group (UNH) dominated the US healthcare industry with its unbeatable vertical empire, spanning insurance, clinics, pharmacies, and data analytics.
Mon, May 26
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Coinbase: The Crypto Stock Even BTC Skeptics Can’t Ignore
TradingKey - Deribit acquisition expands Coinbase’s dominance in crypto derivatives, adding institutional clients and global reach. Fair value ranges from $224–$299 based on current growth, with $500+ reflecting long-term growth potential but significant uncertainty.
Mon, May 19

[IN-DEPTH ANALYSIS] Reddit's Monetization Struggle: Is the Business Model Sustainable?
However, platforms like YouTube and TikTok (videos) or Pinterest (images) have figured out how to generate significant commercial value, text based platforms like Reddit inherently have a flaw to monetize, and when you add issues like user resistance to ads and censorship, it gets even harder.
Mon, May 12

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