Last Update 05 Jan 26
AAON: AI Infrastructure Demand Will Support Margins Despite Short Seller Concerns
Narrative Update on AAON
Analysts nudged their AAON price target higher to $112 from $105, pointing to the company's exposure to artificial intelligence related infrastructure demand as a key support for the revised view.
Analyst Commentary
Bullish analysts are framing the new US$112 price target within a broader view that AAON is positioned in areas of the market tied to artificial intelligence related infrastructure, rather than more cyclical residential and construction activity.
Bullish Takeaways
- Bullish analysts point to AI related infrastructure exposure as a core part of the thesis, seeing this end market as a support for AAON's growth runway compared with more traditional construction demand.
- The higher price target to US$112 suggests confidence that current execution supports their expectations for future cash flow and earnings potential.
- Analysts expecting Q3 fundamentals to align with stronger AI infrastructure trends see this as a sign that AAON's business mix is tracking in line with their models.
- Within the industrial efficiency group, AAON is viewed as better positioned to tap into data center and related infrastructure spending than peers that lean more heavily on residential exposure.
Bearish Takeaways
- Bearish analysts highlight that AAON still has exposure to broader construction markets, which have not kept pace with AI focused names, and this could cap how quickly fundamentals translate into higher earnings.
- The outperformance of AI related stocks raises questions about how much of the AI infrastructure theme is already reflected in AAON's valuation.
- Expectations that Q3 fundamentals simply align with existing trends may signal limited near term surprise, which can matter if the share price already prices in strong execution.
- Within the industrial efficiency group, any shift away from AI driven projects toward slower residential or general construction demand could weigh on sentiment for AAON's growth profile.
What's in the News
- Jehoshaphat Research disclosed a short position in AAON, arguing that data center cooling projects carry lower gross margins than the corporate average and stating it sees over 30% downside to earnings versus consensus, while also flagging the possibility of an accounting restatement related to revenue recognition (Jehoshaphat Research report).
- AAON issued full year 2025 guidance, indicating it now expects year over year sales growth in the mid teens range, compared with prior guidance in the low teens (Corporate Guidance: Raised).
- The company provided fourth quarter 2025 guidance, calling for double digit revenue growth driven by continued production recovery and earlier pricing actions (Corporate Guidance: New/Confirmed).
- AAON updated its share repurchase activity, reporting that from July 1, 2025 to September 30, 2025 it repurchased 1,626 shares for US$0.13 million, bringing total buybacks under a program first announced in 2010 to 11,094,705 shares for US$832.65 million (Buyback Tranche Update).
- AAON highlighted that its cold climate heat pump rooftop units meet the U.S. Department of Energy Commercial Building HVAC Technology Challenge performance criteria and have been in production, shipped and installed since February (Product related announcement).
Valuation Changes
- Fair Value: unchanged at US$115.25, with no revision to the model's central estimate.
- Discount Rate: risen slightly from 8.453756% to 8.462896642166124%, implying a marginally higher required return in the model.
- Revenue Growth: effectively flat, holding at about 16.595726% with only a very small numerical adjustment.
- Net Profit Margin: effectively unchanged at about 14.865802%, with only a minor numerical refinement.
- Future P/E: nudged slightly higher from 38.415566x to 38.425280031381234x, reflecting a very small tweak in the valuation input.
Key Takeaways
- Strategic investments and operational improvements are expected to drive production efficiency, margin recovery, and long-term operating leverage as capacity expands.
- Strong demand in data centers and energy-efficient HVAC products boosts competitive positioning, enabling pricing power and supporting sustained revenue and margin growth.
- Operational inefficiencies from system rollouts, high capital spending, market cyclicality, and cost pressures threaten margin expansion and earnings growth amid uncertain demand.
Catalysts
About AAON- Engages in engineering, manufacturing, marketing, and selling air conditioning and heating equipment in the United States and Canada.
- The company is overcoming short-term operational disruptions related to its ERP rollout, with visible progress in production efficiency and a strong, favorably priced backlog-supporting expectations for accelerating top-line growth and margin recovery in the second half of 2025 and into 2026. (Impacts revenue and gross margins)
- Rapid growth in the data center market, driven by demand for advanced cooling solutions (liquid cooling, custom chillers), is fueling significant BasX brand order wins and partnerships (such as Applied Digital), positioning AAON to capitalize on long-term technology and infrastructure spending. (Impacts revenue and earnings)
- AAON's product mix is increasingly aligned with customer priorities for high-efficiency HVAC, heat pumps, and indoor air quality, as evidenced by surging bookings for Alpha Class heat pumps and national account wins-reflecting strong competitive differentiation and pricing power in response to regulatory and environmental trends. (Impacts revenue and net margins)
- Ongoing investments in new manufacturing capacity and automation (e.g., the Memphis facility) are expected to nearly double BasX capacity by year-end, removing current operational constraints and shifting from near-term cost drag to profit contribution by 2026 as orders ramp, supporting long-term operating leverage. (Impacts margins and earnings)
- Customers' focus on energy efficiency, decarbonization, and technology integration is expected to support sustained long-term demand for AAON's premium HVAC offerings and controls, while the company's ability to pass through price increases and surcharges is now reflected in its backlog, positioning for higher future margins. (Impacts gross margins and earnings)
AAON Future Earnings and Revenue Growth
Assumptions
How have these above catalysts been quantified?- Analysts are assuming AAON's revenue will grow by 15.3% annually over the next 3 years.
- Analysts assume that profit margins will increase from 9.7% today to 14.7% in 3 years time.
- Analysts expect earnings to reach $283.0 million (and earnings per share of $3.35) by about September 2028, up from $122.1 million today.
- In order for the above numbers to justify the analysts price target, the company would need to trade at a PE ratio of 35.1x on those 2028 earnings, down from 52.2x today. This future PE is greater than the current PE for the US Building industry at 23.0x.
- Analysts expect the number of shares outstanding to grow by 0.31% per year for the next 3 years.
- To value all of this in today's terms, we will use a discount rate of 8.16%, as per the Simply Wall St company report.
AAON Future Earnings Per Share Growth
Risks
What could happen that would invalidate this narrative?- Prolonged and disruptive ERP implementation across multiple sites has significantly reduced production efficiency and caused material gross margin compression; ongoing system rollouts through 2026 present continued risk of operational setbacks, which could negatively impact both near-term and long-term earnings and margin expansion targets.
- Substantial capital expenditures and working capital needs-especially related to scaling BasX manufacturing and standing up the Memphis facility-are creating persistent cash flow pressures and will continue to weigh on net margins and returns on invested capital until full utilization and efficiency are reached.
- The rapid growth in data center product lines exposes AAON to cyclicality and technological shifts in that end-market; any slowdown in hyperscale or AI data center investment, or disruption from new cooling technologies, could adversely affect revenue growth and future backlog quality.
- Lingering softness in nonresidential construction and rooftop HVAC markets, compounded by high interest rates and longer recovery timeframes, may suppress demand for AAON's core products, pressuring revenue and potentially leading to underutilization of new capacity.
- Sustained increases in SG&A (from training, consulting, technology, and ramping new accounts), labor cost inflation, and startup inefficiencies threaten to erode operating leverage and delay the achievement of long-term gross margin and earnings growth objectives.
Valuation
How have all the factors above been brought together to estimate a fair value?- The analysts have a consensus price target of $95.75 for AAON based on their expectations of its future earnings growth, profit margins and other risk factors. However, there is a degree of disagreement amongst analysts, with the most bullish reporting a price target of $105.0, and the most bearish reporting a price target of just $85.0.
- In order for you to agree with the analyst's consensus, you'd need to believe that by 2028, revenues will be $1.9 billion, earnings will come to $283.0 million, and it would be trading on a PE ratio of 35.1x, assuming you use a discount rate of 8.2%.
- Given the current share price of $78.16, the analyst price target of $95.75 is 18.4% higher.
- We always encourage you to reach your own conclusions though. So sense check these analyst numbers against your own assumptions and expectations based on your understanding of the business and what you believe is probable.
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Disclaimer
AnalystConsensusTarget is a tool utilizing a Large Language Model (LLM) that ingests data on consensus price targets, forecasted revenue and earnings figures, as well as the transcripts of earnings calls to produce qualitative analysis. The narratives produced by AnalystConsensusTarget are general in nature and are based solely on analyst data and publicly-available material published by the respective companies. These scenarios are not indicative of the company's future performance and are exploratory in nature. Simply Wall St has no position in the company(s) mentioned. Simply Wall St may provide the securities issuer or related entities with website advertising services for a fee, on an arm's length basis. These relationships have no impact on the way we conduct our business, the content we host, or how our content is served to users. The price targets and estimates used are consensus data, and do not constitute a recommendation to buy or sell any stock, and they do not take account of your objectives, or your financial situation. Note that AnalystConsensusTarget's analysis may not factor in the latest price-sensitive company announcements or qualitative material.



