3 Materials Stocks to Buy Before the Next Industrial Boom

The article argues that AI demand could benefit materials names, highlighting Cleveland-Cliffs, Air Products and Chemicals, and Linde as indirect AI plays. Cleveland-Cliffs has a U.S. monopoly on GOES steel used in transmission cores and has a deal with Palantir, while Air Products cites a $9 billion backlog and a Samsung specialty gas facility contract. Linde’s helium position is supported by supply constraints tied to the Iran conflict and Russia sanctions, though the piece is largely an opinion-driven stock-picking commentary rather than a fresh catalyst.

Analysis

The market is starting to price AI as an input-demand shock for old-economy bottlenecks, not just a software capex story. That matters because the immediate winners are not the obvious compute names, but the suppliers of constrained physical infrastructure: specialty steel, industrial gases, and helium-dependent process equipment. The second-order effect is that this widens the AI beneficiary set and can support multiple expansion in select materials names even if end-demand growth in semis slows.

CLF has the cleanest asymmetric setup because its leverage is less about generic steel cycles and more about a narrow domestic bottleneck with limited import substitution. The bigger issue is execution: if management can turn AI-linked demand into higher mix, longer contracts, and better asset utilization, the market may begin valuing the business as a strategic infrastructure supplier rather than a cyclical steel producer. That transition typically shows up over quarters, not days, so the trade is about re-rating on evidence rather than immediate earnings beats.

APD and LIN are more durable than CLF because they sit closer to the toll-booth layer of the AI buildout. The hidden edge is pricing power in constrained gases: when supply is geopolitically fragile, customers prioritize reliability over cost, which can extend contract duration and improve margin visibility. The contrarian risk is that helium scarcity becomes a volatility source rather than a moat if customers redesign processes, stockpile aggressively, or push for vertical integration; that would cap enthusiasm over a 6-18 month horizon.

Key Decisions for Investors

• Long CLF tactically for 3-6 months on confirmation of AI/data-center contract wins or improved GOES commentary; best risk/reward if entered on pullbacks given the market still prices it as a steel beta name rather than a strategic bottleneck supplier.
• Long LIN over APD in a pair trade for 6-12 months; LIN’s oligopoly positioning and cleaner execution profile should command a premium if helium constraints persist, while APD remains more exposed to margin skepticism and project execution risk.
• Buy APD on weakness for a 9-12 month horizon only if backlog conversion and pricing remain intact; use a defined-risk structure such as calls or a call spread to capture re-rating while limiting downside if industrial capex slows.
• Short a basket of lower-quality steel or industrial commodity names against CLF if the market starts to rotate into AI infrastructure suppliers; the goal is to isolate the bottleneck premium rather than take broad materials beta.
• Avoid chasing PLTR/NVDA/INTC on this headline; the article is indirectly bullish on their suppliers, not on incremental upside for the chip/AI leaders themselves.