Alpha Buying: Follow the CFOs Into 5 Stocks Worth Watching

Wall Street has an endless supply of people willing to tell you which stocks to buy.

They have price targets, elaborate presentations, and enough confidence to make you wonder why they still need a salary.

I would rather know what the chief financial officer is buying.

When the person responsible for a company’s finances commits personal money to purchasing shares, I want to take a closer look. That person has responsibilities involving cash flow, borrowing, budgeting, and financial reporting. A voluntary purchase puts personal money behind an opinion about the business.

That gets my attention considerably faster than another television appearance by someone explaining why an expensive stock deserves to become even more expensive.

Why CFO Purchases Deserve Our Attention

There is research behind that preference. A study published in the Journal of Financial and Quantitative Analysis in 2012 examined U.S. insider transactions from 1992 through 2002. CFO purchases produced an average cumulative abnormal return of 7.41% over the following 12 months, compared with 2.41% for CEO purchases.

That is a five-percentage-point advantage for the finance chiefs. The returns were measured against portfolios matched by company size and valuation, rather than simply against the S&P 500.

Even more interesting, the advantage survived public disclosure. Beginning two days after the filing, CFO purchases generated 6.19% in abnormal returns over the following year, compared with 1.57% for CEOs. CFO purchases also preceded more favorable earnings surprises.

Those findings suggest investors had time to act after the information became public. Most of the CFO advantage developed during the first nine months, especially the first three. We are talking about a useful research signal with potential staying power.

The appeal is easy to understand. A company can report growing earnings while struggling to collect cash. Sales can rise while margins deteriorate. Debt can look manageable until refinancing arrives with an interest rate that makes everyone stop smiling.

A CFO’s job puts those issues close to home. When that executive buys, I want to investigate whether the market has become too pessimistic about the company’s financial prospects.

Perhaps investors are treating a temporary slowdown as permanent damage. Perhaps cash generation is improving beneath an ugly income statement. Perhaps a battered company has more financial flexibility than its share price suggests. The purchase gives us a reason to investigate those possibilities.

This fits beautifully with deep value investing. A low valuation gets a company onto the research list, while a meaningful CFO purchase gives us another reason to examine whether the discount represents opportunity.

We still need sound assets, manageable obligations, and a business capable of surviving until conditions improve. Cheap stocks can stay cheap, and financially weak companies can get cheaper right into bankruptcy court.

The same approach works with fundamental momentum. If revenue, margins, and cash flow are improving, a CFO purchase can reinforce the case that the improvement deserves attention. I like finding evidence that the business is strengthening before enthusiasm spreads and the valuation follows it higher.

What Other Insider Research Tells Us

We should also give directors their due. Research by Enrichetta Ravina and Paola Sapienza found substantial positive abnormal returns following independent directors’ purchases, with relatively small differences from executives at the same companies across most holding periods. Directors serving on audit committees performed better than other independent directors at the same firm.

That makes sense. Access to financial information and the ability to interpret it deserve attention wherever they sit on the organizational chart. A knowledgeable director making a substantial purchase belongs on our research list, too.

Other research has found that top executives do not consistently earn higher abnormal returns than other officers and directors. The CFO title is a useful clue, but the circumstances of the purchase still matter enormously.

There is also a qualification to those impressive historical CFO returns. Later research found that the CFO advantage over CEOs weakened after Sarbanes-Oxley. CFO purchase portfolios remained strongest numerically, but their statistically significant superiority disappeared in the period studied after the law.

We should take the original evidence seriously without treating decades-old returns as a promise about our next trade.

How to Identify Meaningful Insider Purchases

Fortunately, tracking these purchases is practical. Most reportable insider transactions must appear on Form 4 within two business days. We can read the filing, see what the executive paid, and examine how much the purchase increased ownership.

The details deserve a few minutes. Shares received as compensation tell a different story from shares purchased voluntarily. Transaction code P identifies purchases, including private transactions, so read the footnotes before assuming every acquisition represents buying through a broker on the exchange.

I also care about personal commitment. A $50,000 purchase can mean something very different to two executives with different salaries, holdings, and financial circumstances. The amount matters, but its significance depends on who wrote the check.

An unusual purchase after years without buying deserves closer examination than another installment in a recurring pattern. Research distinguishing routine from opportunistic insider trading supports paying attention to behavior. Predictable, recurring trades carried little information in that research, while opportunistic trading helped predict subsequent returns and company news.

Patience still matters. A CFO can recognize value well before the market rewards it. I want room for that process to unfold, along with a position size that respects the possibility of being wrong.

Personal conviction is valuable information. Our responsibility is to decide whether the financial evidence supports committing our money alongside the executive’s purchase.

At Alpha Buying, this is exactly the kind of information I want working for us. We can track the filings, compare purchases with previous behavior, and examine the businesses that look most promising. The buying gives us a reason to look, and our financial analysis determines whether there is an opportunity worth pursuing.

Five Stocks Attracting CFO Buying

Five names stand out following CFO purchases during the month through November 10, 2026. They offer exposure to American energy production, electrical infrastructure, automobile retailing, consumer financial services, and Argentina’s energy industry.

I like that variety. Following informed buyers can introduce us to a growing distributor, send us back to an unpopular consumer business, or highlight an energy producer making better use of capital.

1. Matador Resources (NYSE:MTDR): Higher Production, Lower Spending, and Debt Reduction

Matador Resources takes us into the Delaware Basin of West Texas and southeastern New Mexico. The company produces oil and natural gas and also owns a majority interest in San Mateo Midstream, which provides gathering, processing, transportation, and water services. That infrastructure gives Matador another way to earn money from activity in the basin.

On November 5, CFO Christopher Calvert purchased 2,000 shares at $52.57, committing $105,140 through his 401(k) account. The filing identifies an actual purchase, separately from shares held directly and acquired through compensation arrangements.

I like seeing retirement money join the investment case.

The operating results give us something substantial to investigate. Matador reported third-quarter production of 230,470 barrels of oil equivalent per day, up 10% from a year earlier. Capital spending fell 19% to $381 million, and the company repaid $150 million of debt in October.

Higher production, lower spending, and debt repayment make a combination worth examining in an energy producer. Too many companies can deliver exciting production growth if shareholders agree never to ask what it costs.

Matador also reported a sharp improvement in natural gas revenue following better pricing and the commissioning of the Hugh Brinson pipeline. Getting gas to a better market can matter just as much as getting more gas out of the ground.

Commodity prices remain the obvious risk. Calvert cannot control oil prices by buying stock. What interests me is the opportunity to own a producer improving its operations and financial position, with a CFO willing to increase personal exposure.

That is a much better starting point than a heroic oil price forecast.

2. Wesco International (NYSE:WCC): A CFO Buys Into Strong Infrastructure Momentum

Wesco International takes us into the physical work behind electrification and data centers. Wesco distributes electrical products, communications equipment, security systems, and utility supplies. It also handles logistics and supply chain services, helping customers get equipment delivered where and when construction crews can use it.

CFO Indraneel Dev purchased 1,725 shares on November 5 at $291.90, an investment of approximately $503,528. His filing separately reported an option grant. The common stock purchase represents money paid for shares, which is the transaction that interests us here.

Wesco’s third-quarter numbers explain why this deserves attention. Sales increased 17% to $7.2 billion, while data center sales rose approximately 55% to $1.8 billion. Sales outside data centers grew 7%, adjusted earnings reached $5.77 per share, up 47%, and backlog increased approximately 80%.

That is fundamental momentum with actual deliveries and invoices attached.

The company also generated $184 million of free cash flow and reduced financial leverage to 2.8 times, compared with 3.4 times at the end of 2025.

I find this kind of business particularly interesting when investors become obsessed with identifying the ultimate artificial intelligence winner. Wesco can participate in infrastructure spending across multiple customers and technologies. Electrical and communications systems still need to be installed regardless of whose software earns the loudest applause.

The purchase strengthens the research case, but valuation still deserves discipline. Construction delays, weaker capital spending, or disappointing margins could interrupt the story.

I would focus on whether backlog converts into profitable revenue and cash. Dev’s investment makes that investigation more interesting, while the operating results give it substance.

3. AutoNation (NYSE:AN): Insider Buying Alongside Major Share Repurchases

AutoNation offers a different opportunity. This is a major automotive retailer selling new and used vehicles, providing financing and insurance products, and earning money from service and parts. Its growing AutoNation Finance operation adds another source of earnings and another financial responsibility to monitor.

CFO Thomas Szlosek purchased 540 shares on November 5 and another 541 shares on November 6, paying approximately $200,000 altogether. The purchase prices were approximately $185.10 and $184.56, respectively. These were direct purchases of common stock.

The attraction extends beyond predicting next month’s vehicle sales. Service and parts can help support earnings after the original sale, giving us a reason to study the whole business rather than simply count cars leaving the lot.

AutoNation reported third-quarter adjusted earnings of $5.11 per share, compared with $5.01 a year earlier. However, reported earnings fell to $4.87 from $5.65. Revenue was approximately flat at $7 billion, and vehicle volumes weakened.

This is a business managing through pressure, with a meaningful difference between reported and adjusted results.

Capital allocation adds interest. Through October 28, AutoNation had repurchased $668 million of shares during 2026, and its board authorized another $1 billion.

Buying back stock can increase each remaining shareholder’s ownership, provided management pays sensible prices and preserves financial flexibility.

Seeing the CFO buy personally alongside corporate repurchases gives us another reason to examine that judgment. I would still watch financing losses, inventory costs, and the durability of service profits.

A difficult vehicle market can create opportunity, but the earnings supporting our valuation must be sustainable. Szlosek’s purchases put this one firmly on my research list.

4. Upbound Group (NASDAQ:UPBD): Deep Value With Improving Cash Flow

Upbound Group operates closer to the household budget. Its businesses include Rent-A-Center, Acima, and Brigit.

Rent-A-Center provides furniture, appliances, and other durable goods through lease arrangements. Acima offers leasing through retail partners, while Brigit supplies financial tools and services, including budgeting assistance and access to cash advances.

On November 2, CFO Halim Khouri purchased 11,000 shares at an average price of $22.78, investing $250,580. Other executives and directors also bought during early November.

Several people examining the same business decided to increase their exposure, which makes the activity worth studying.

Credit quality is central here. Acima’s third-quarter lease charge-off rate improved by more than one percentage point to 8.7%, while its adjusted EBITDA increased despite lower revenue.

I would much rather investigate disciplined underwriting than celebrate growth achieved by approving increasingly questionable customers.

Brigit’s revenue increased 37% to $79 million. Across Upbound, quarterly free cash flow more than doubled to approximately $121 million, and debt had declined by more than $225 million since year-end.

Management’s full-year adjusted earnings guidance was $4.15 to $4.30 per share.

Against Khouri’s purchase price, that guidance implies an adjusted earnings multiple of approximately 5.3 to 5.5 times.

That is an appealing research invitation, although adjusted earnings require scrutiny and consumer stress can turn losses higher.

This is the kind of situation that belongs in a deep value search. The valuation looks modest against management’s outlook, cash generation is improving, and the CFO is buying.

Our job is to decide whether those improvements can survive a tougher environment for customers.

5. Pampa Energía (NYSE:PAM): An International Energy Opportunity With CFO Buying

Pampa Energía broadens the search internationally. Pampa is an Argentine energy company with shares listed in the United States. Its operations span oil and natural gas production, electricity generation, and petrochemicals.

This is exposure to Argentina’s energy assets and operating environment, with all the opportunities and complications that entails.

CFO Adolfo Fernando Zuberbühler disclosed a November 4 purchase of the company’s locally traded shares. U.S. investors can access the underlying business through Pampa’s depositary shares, while the CFO’s purchase adds another reason to examine its prospects.

Pampa’s third-quarter sales increased 34% to $790 million, while adjusted EBITDA rose 23% to $398 million.

Oil production increased 28%, although gas production declined 6%. Better thermal generation margins helped results, illustrating the value of examining the company’s different operations separately.

The financial picture also requires attention. Net debt increased to $1.731 billion from $1.319 billion at the end of June, reflecting investment spending and other demands on cash.

Expansion has to produce returns that justify the money committed.

I find the combination of energy assets, improving operating results, and CFO buying worth investigating. Argentina’s currency, policy, and regulatory risks remain part of the price of admission.

A personal purchase does not remove those risks, but it adds useful information as we assess whether the potential reward compensates us adequately.

Follow the Money, but Let the Financials Make the Decision

We also need to remember that the prices quoted here belong to the executives’ transactions. They give us useful reference points, but our decision must reflect the price available when we invest.

An excellent business can become an ordinary investment if we pay too much for it.

These purchases give us five specific places to put the Alpha Buying approach to work. I want to compare prices with business value, test the balance sheets, and follow the operating numbers.

Wesco offers strong fundamental momentum, with rising sales, expanding data center demand, and a growing backlog. Upbound invites a closer look at deep value, with improving cash generation and a valuation that appears modest against management’s adjusted earnings outlook.

Matador, AutoNation, and Pampa give us different combinations of operating progress, financial questions, and personal buying by the people overseeing the money.

None of these purchases eliminates investment risk. But each gives us a reason to investigate a company with fresh information about how its business is performing.

We have plenty to examine without waiting for Wall Street to tell us what is fashionable.

Keep watching the CFO’s money. It can point us toward an opportunity worth owning before everyone else gets around to producing the presentation.