Which AI Stocks Are Analysts Recommending for September?

Nvidia, Micron, and Amazon are being named as top AI stock picks for September, as chip demand and cloud infrastructure spending keep climbing.

Investment analysts at The Motley Fool named Nvidia, Micron, and Amazon as top AI-related stock picks heading into September 2026. The recommendation, published September 1, 2026, points to hard numbers behind each pick, not just general AI enthusiasm.

What's Actually Driving Each Recommendation

The case for each company rests on different parts of the AI supply chain:

• Nvidia continues posting strong revenue growth as data center demand for its GPUs keeps climbing, even as the stock's 2026 performance has lagged its explosive gains from prior years.

• Micron benefits from a genuine supply squeeze. Manufacturing the high-bandwidth memory chips AI servers need requires nearly four times the wafer capacity of traditional memory, and analysts expect that tightness to persist through 2028. Micron reports fiscal fourth-quarter results on September 30.

• Amazon is often overlooked in AI stock discussions despite AWS, its cloud division, spending as much as $220 billion in capital expenditures this year. That infrastructure investment is starting to show up directly in AWS's accelerating growth rate.

Why This Basket of Stocks Looks Different From Past AI Picks

Earlier AI stock enthusiasm concentrated almost entirely on chipmakers and the labs building frontier models. This round of picks spreads the bet across the supply chain instead: the company selling GPUs, the company supplying the memory those GPUs need, and the company renting out the cloud infrastructure that runs the models built on top of both.

Micron's valuation stands out here. The stock trades at roughly six times its projected fiscal 2027 earnings, a notably low multiple for a company sitting inside a memory-chip shortage tied directly to AI demand. That gap exists because the market hasn't fully priced in how long the current memory tightness might last.

A Note on Reading Stock Recommendations Like This

This is not investment advice, and readers should consult a licensed financial advisor before making investment decisions. Stock recommendations, even ones backed by real earnings data, reflect one firm's read on a fast-moving market. September has historically been a weak month for stocks broadly, a pattern this basket of picks doesn't erase just because the underlying AI demand story is real.

Why This Matters for Business Leaders

Beyond the investment angle, these three companies' spending patterns tell a useful story about where AI infrastructure money is actually flowing. Businesses planning their own AI infrastructure costs should note that memory chip tightness, not just GPU availability, is becoming a real constraint on how fast AI capacity can scale. That bottleneck affects pricing across the entire industry, regardless of which specific vendor a business works with. Planning realistic AI infrastructure costs around that constraint is exactly what machine learning development built with production-scale hardware limits in mind is designed to help with.

Key Takeaways

• Motley Fool named Nvidia, Micron, and Amazon as top AI stock picks for September 2026.

• Micron faces a memory chip supply squeeze tied to AI server demand, expected to persist through 2028.

• Amazon's AWS division is spending up to $220 billion in capital expenditures this year, with growth accelerating.

• Micron reports fiscal fourth-quarter earnings on September 30, a key date for the broader AI hardware sector.

• September has a historically weak track record for stocks overall, independent of the AI spending story.

What Comes Next

Micron's September 30 earnings report will be the next real test of whether the memory chip shortage narrative holds up against actual results. Businesses and investors watching AI infrastructure spending should treat that date as a meaningful checkpoint for the broader hardware sector, not just one company's quarter.