2 Top Bargain AI Stocks Ready for a Bull Run

Alphabet and Taiwan Semiconductor Manufacturing (TSMC) are highlighted as attractively valued investment opportunities within the AI sector. Alphabet, trading at a forward P/E of 22.5x 2026 estimates, is leveraging AI to accelerate search revenue growth and enhance monetization, while a recent DOJ ruling preserved its critical distribution advantages, and Google Cloud saw revenue soar 32% with doubled profits. TSMC, valued at 23x 2026 earnings, is deemed essential for the AI boom due to its dominant and unrivaled advanced chip manufacturing capabilities, forecasting over 40% CAGR in AI chip demand through 2028 and exhibiting strong pricing power.

Analysis

The article presents a bullish thesis on Alphabet (GOOGL) and Taiwan Semiconductor Manufacturing (TSM) as attractively valued investments within the artificial intelligence sector. For Alphabet, the analysis highlights a favorable valuation with a forward price-to-earnings ratio of approximately 22.5 based on 2026 estimates, which represents a discount to its mega-cap AI peers. Critically, initial concerns regarding AI cannibalizing its core search business appear to be unfounded, as search revenue growth accelerated in the last quarter, bolstered by new AI features driving user engagement. The investment case is further de-risked by a recent Department of Justice ruling that allows Alphabet to maintain its key distribution advantages via Chrome and Android. Alongside this, its Google Cloud division is demonstrating significant momentum, with revenues surging 32% and segment profits more than doubling in the previous quarter.

For Taiwan Semiconductor, the argument centers on its indispensable role in the AI hardware supply chain. Valued at 23 times 2026 earnings estimates, it is positioned as the dominant manufacturer of advanced semiconductors, a status reinforced by the noted struggles of competitors like Intel and Samsung to match its production yields at scale. This near-monopolistic position grants TSMC significant pricing power, with reports indicating a potential 10% price hike next year. The demand outlook is exceptionally strong, with TSMC management forecasting a compounded annual growth rate (CAGR) for AI chip demand exceeding 40% through 2028, substantiating its critical position in the broader AI infrastructure build-out.

Key Decisions for Investors

• Investors may view Alphabet as an undervalued mega-cap AI play, given its discounted valuation, the mitigation of legal risks, and strong performance in its high-growth cloud segment.
• TSMC presents a strategic 'picks and shovels' investment in the AI theme, as its unrivaled manufacturing dominance and significant pricing power provide a direct and less speculative exposure to the long-term growth in AI hardware.
• Given TSMC's crucial role, investors should monitor for any material shifts in the foundry landscape, as successful yield improvements from competitors like Intel or Samsung could impact TSMC's long-term market dominance.
• Consider balancing AI exposure between platform/application players like Alphabet, which monetizes user engagement, and essential infrastructure providers like TSMC, which benefits from the foundational build-out of the entire sector.