The year-ahead earnings forgone conclusion that isn't: AI software is accelerating while home demand bends, not breaks

The premise “earnings growth and resilient demand can carry this basket over the next year” sounds like a single bullish thesis. The evidence from the latest reporting season says it is really three different theses wearing the same label. Strip out the common tickers and what is left is an AI-software cohort accelerating on real demand, a home-furnishings cohort proving that an owner-operator can grow margins even when housing turnover does not cooperate, and one name in genuine financial distress. A basket is only as clean as its worst position.

The two velocity stories

The purest case for “accelerating demand” sits in the observability and data clouds. Datadog’s (NASDAQ: DDOG) revenue grew 36% year over year in Q2 to $1.12 billion, above the high end of guidance, and the pace is speeding up rather than slowing: the AI-native customer cohort kept growing in count and scale, while even the non-AI customer base accelerated to high-20s percent year-over-year growth, up from 18% a year earlier^[1]. The customer-quality mix improved in parallel, with about 4,720 customers now at $100,000-plus in ARR versus roughly 3,850 a year ago^[1].

Snowflake (NYSE: SNOW) is running the same playbook. Product revenue growth has climbed for three straight quarters to 37% year over year, net revenue retention sits at 126%, and remaining performance obligations reached $9 billion, up 30% year over year^[2]. Management has been raising full-year product revenue guidance on the strength of AI-led workload growth^[3], and the operational efficiency is showing up in the margin line: non-GAAP operating margin expanded more than 400 basis points year over year to 15%^[2].

The honest caveat to the velocity story is concentration timing. Snowflake flagged that customers continue to favor Q4 renewals, which means bookings load into the year-end and near-term sequential growth can look lumpier than the headline acceleration suggests — about 54% of the $9 billion RPO is expected to convert to revenue in the next 12 months^[2]. Wall Street has noticed the same trend; a late-May forecast raise on enterprise demand and the AWS relationship sent shares sharply higher, an acknowledgment that this cycle is being driven by customer appetite for data and AI workloads rather than by price^[3].

The resilience story in a stalled housing market

The home-furnishings cohort is the counterintuitive part of the thesis. Housing turnover — the thing that historically moves furniture and mattress demand — is sluggish, yet the names with direct consumer control are growing anyway.

Williams-Sonoma (WSM) delivered 6.7% total revenue growth with a 6.2% comp and every brand positive, gained market share, beat margin expectations, and raised its annual outlook “while managing through a volatile environment”^[4]. The stock has soared in the sluggish housing backdrop because investors are rewarding margin durability and buyback discipline over top-line beta to the housing cycle^[5].

RH (RH) is the same thesis with a different margin path. Second-quarter revenue rose 2.6%, and adjusted EBITDA margin hit 19.4% — a figure that includes $55.1 million, or 600 basis points, of tariff benefit, with normalized adjusted EBITDA as the cleaner read on underlying operations^[5]. Management concedes the housing market is not improving and that European demand is worse than the US, yet is still arguing for “meaningful margin expansion” from the cycle turning and from its own investments^[6]. The bull case requires believing that company-specific execution can outrun a macro headwind that management itself describes as uncooperative.

La-Z-Boy (LZB) is the cleanest owner-operator proof point. In its July-end quarter, retail segment written sales rose 16% and written same-store sales grew 3% on higher conversion and average ticket, even while the broader furniture market faces challenges^[7]. Acquisitions and new stores added to delivered sales, and the model returned $35 million to shareholders through buybacks and dividends, a 62% year-over-year increase, with no external debt on the balance sheet^[7].

Ethan Allen (ETH) and Tempur Sealy round out the household names with their own adjustments. The mattress business is worth a note on structure: Tempur Sealy completed its combination and now reports as Somnigroup International (NYSE: SGI). SGI’s Q2 net sales fell 3.0% to $1.82 billion as the combined entity absorbs the Mattress Firm business, with record quarterly operating cash flow of $236 million^[8] — a reminder that “demand resilience” in home goods increasingly means disciplined cost and cash management rather than organic unit growth.

The distress outlier

One name in the scope does not fit the resilient-demand narrative at all. Leslie’s (LESL), the pool and spa retailer, fell to roughly $0.34 after a 19% one-day drop, trading under severe pressure^[9]. Its fiscal Q3 sales fell 8.4% year over year with comps down 6.2% on softer retail demand, weather, and reduced traffic, while adjusted EBITDA fell from $81.6 million to $55.7 million^[10]. Management withdrew guidance, reported an $87.7 million net loss over nine months, and has said it is exploring “strategic alternatives,” with Bloomberg reporting the company is considering a potential Chapter 11 filing as debt talks continue^[10]. That is a credit story, not an earnings-growth story, and it does not belong in the same analytical bucket as the rest of the basket.

What the split means for the thesis

The evidence supports the “resilient demand” leg of the hypothesis for the software names and for the direct-to-consumer home brands. It does not support applying that label mechanically to every ticker in scope. The stronger test of the thesis over the next year is whether the AI cohort can sustain margin expansion while bookings stay Q4-weighted, and whether the home cohort is truly self-powered or merely riding a tariff tailwind that could reverse.

What to watch next

Four signals will separate the real from the reflexive over the next two quarters.

First, the software booking cadence. If Snowflake’s Q4-weighted renewals translate into a soft near-term guide despite strong RPO, the market will reprice “acceleration” as “pulled forward demand.” Watch the next DDOG report (scheduled November 5) and SNOW report (December 2) rather than reacting to the headline growth number alone^[11].

Second, tariff sensitivity in home goods. RH’s recent quarter embedded 600 basis points of tariff benefit; the normalized-EBITDA read is the number to track. A reversal of that tailwind is the main bear case against the margin-expansion thesis.

Third, the LESL path. The November-December period is a seasonal low for the pool industry, a cash burn window the company itself has flagged^[10]. Watch for debt-restructuring outcomes rather than revenue optics; the sub-$1 stock raises delisting risk alongside the balance-sheet question.

Fourth, home cohort consistency — whether LZB, WSM and RH can keep posting positive comps and margin beats in a housing market management itself calls sluggish. That is the crux of the resilience thesis, and it is tested every reporting cycle, not once a year.

The balanced read is that this is a two-out-of-three thesis: the AI software cluster and the direct-to-consumer home cluster each have credible paths to a year of earnings growth, while the one distressed name is a credit event that no amount of demand optimism resolves. The question worth asking of every name is not whether “growth” is real — it is what has to stay true in the next two quarters for that growth, and that margin, to persist.