SK Hynix Inc. vs Walmart Inc.: Strategic Comparison

This in-depth comparison examines SK Hynix Inc. and Walmart Inc. across revenue, market value, business model, competitive positioning, and long-term growth strategy. Whether you are researching SK Hynix Inc. on its own, evaluating Walmart Inc., or weighing the two companies side by side, the breakdown below highlights where each company leads and where the gap between SK Hynix Inc. and Walmart Inc. is widest.

On the headline numbers, SK Hynix Inc. reports annual revenue of $48.9B against $713.2B for Walmart Inc., while their respective market capitalizations stand at $81.5B and $845.6B. SK Hynix Inc. is headquartered in South Korea and Walmart Inc. operates from United States, and those different home markets shape how each company competes.

SK Hynix Inc.: SK Hynix swung from a $3.5 billion net loss in FY2023 to $4.66 billion in net income in FY2024. That $8.16 billion turnaround in a single fiscal year is one of the most violent recoveries in semiconductor history, and it happened because one product — High Bandwidth Memory 3E — went from niche AI accelerator component to the most constrained commodity in global technology supply chains. The Icheon, South Korea company controls an estimated 50% of global HBM3E market share. That means when Nvidia needs the memory stacks that make the H100 and H200 AI accelerators function, roughly half those stacks come from SK Hynix. The company's proprietary MR-MUF packaging technology — which reduces thermal resistance by more than 20% compared to Samsung's competing method — secured the primary Nvidia design win and established the supply relationship that drove FY2024's $48.9 billion in total revenue. Founded in 1983 as Hyundai Electronics by Hyundai Group founder Chung Ju-yung, the company went through a near-death experience in the early 2000s as the memory cycle collapsed and then another brush with insolvency during the 2008 financial crisis before SK Group acquired it in 2012. The rescue gave SK Hynix access to the capital required to compete in advanced DRAM fabrication, where new facilities routinely cost $15 billion to $20 billion and the difference between a competitive process node and a lagging one determines market share for five years. The 2021 acquisition of Intel's NAND flash business for $9 billion created Solidigm, an enterprise SSD subsidiary that gave SK Hynix a second revenue leg beyond DRAM. The NAND market is more commoditized and lower-margin than advanced DRAM, but the acquisition instantly made SK Hynix the second-largest NAND vendor globally. The strategic question now is whether the company can maintain its HBM leadership as Samsung and Micron accelerate competing HBM programs — and whether the AI infrastructure buildout sustains the demand that turned FY2024 into an extraordinary year.

Walmart Inc.: Walmart generates $713.2 billion in annual revenue with a net margin around 3.1 percent — meaning roughly $22 billion falls to the bottom line from a business that employs 2.1 million people and operates stores in formats ranging from neighborhood markets to 180,000-square-foot Supercenters. The thin margin isn't a weakness; it's a deliberate pricing strategy that has destroyed competitors for six decades. The business is changing faster than the store count suggests. Advertising revenue, marketplace fees, membership income from Walmart+ and Sam's Club, and fulfillment services have added high-margin layers to a model that used to earn money only one way. These adjacent revenue streams don't show up obviously in a $713 billion revenue number, but they show up in margins. Sam Walton opened the first Walmart in Rogers, Arkansas in 1962. By 1970 the company went public. By 2000 it was the largest company in the world by revenue. The supply chain infrastructure built over those decades — cross-docking distribution centers, direct vendor relationships, proprietary logistics data — is what makes the everyday-low-price promise financially sustainable rather than merely aspirational. The Flipkart acquisition in 2018 gave Walmart a meaningful position in Indian e-commerce. The Jet.com acquisition in 2016 for $3.3 billion accelerated U.S. E-commerce capability. Neither produced the returns originally projected, but both shifted Walmart's trajectory in markets that would have been difficult to enter organically.

SK Hynix Inc. and Walmart Inc. pursue distinct approaches to generating revenue, and understanding how each company operates is the foundation of any fair comparison between SK Hynix Inc. and Walmart Inc..

SK Hynix Inc. business model: The pricing architecture for SK Hynix's products is bifurcated between highly commoditized, spot-market pricing for legacy consumer memory, and negotiated, contract-based pricing for advanced-node enterprise and AI memory. Conversely, during a downcycle, the fixed depreciation and interest expenses rapidly consume cash reserves, forcing the company to slash capital expenditures and reduce wafer starts to stabilize pricing. The primary financial risk is the immense depreciation burden associated with its new fab construction; as the Yongin and Indiana facilities come online in 2026 and 2027, the company will incur billions of dollars in new depreciation expenses that will require sustained high memory pricing and high use rates to absorb, creating a high break-even point that could result in significant losses if another memory downcycle occurs before the fabs reach full scale. This packaging advantage is critical for AI data centers, where the thermal output of AI server racks is the primary bottleneck preventing the deployment of higher-density computing clusters; by using a liquid molding compound that fills the microscopic gaps between the stacked dies and acts as a highly efficient heat spreader, SK Hynix's MR-MUF process reduces the thermal resistance of the HBM package by over 20% compared to the traditional non-conductive film (NCF) method used by Samsung, creating a compelling economic value proposition that transcends simple per-gigabyte pricing and has secured SK Hynix the primary design win for Nvidia's H200 accelerator. The founding philosophy was simple but audacious: to design and manufacture the most advanced, highest-density memory chips in the world, competing directly with the entrenched Japanese conglomerates like Toshiba, NEC, and Hitachi who were then dominating the global memory market with superior quality and aggressive pricing, and the emerging American startups like Micron who were pioneering new process technologies.

Walmart Inc. business model: Walmart's revenue model is deceptively simple on the surface — buy stuff, sell stuff, repeat — but the economics underneath have shifted dramatically in the past five years. The company still makes most of its $713.2 billion from selling physical goods through physical stores. That hasn't changed. What's changed is what happens around those transactions. Start with the core: Walmart U.S. Generates roughly $460 billion in net sales annually. About 60% of that is grocery — milk, eggs, produce, frozen meals, cleaning supplies. The margins on grocery are thin, often below 20% gross. But grocery is the reason a family visits Walmart 4.2 times per month instead of once. Every trip past the produce aisle is a trip past pharmacy ($4 generics, vaccinations, health screenings), past general merchandise (where margins run 30-40%), past seasonal displays, past the impulse buys near checkout. Grocery is the loss leader that funds everything else. Sam's Club contributes approximately $90 billion through a different mechanism: membership fees. The $50-$110 annual fee from roughly 47 million members generates high-margin recurring revenue before a single item is scanned. The merchandise itself is sold at near-cost — the profit is in the membership, not the product. It's the Costco model, and Sam's Club has finally started executing it well after years of underperformance. Walmart International — about $120 billion — is a patchwork. Walmex in Mexico is a powerhouse, essentially the dominant retailer in the country. Canada is stable and profitable. China is complicated. India, through Flipkart and PhonePe, is a long-term bet on digital commerce in a market of 1.4 billion people where e-commerce penetration is still in single digits. Now here's where it gets interesting. Layered on top of the merchandise business are three high-margin revenue streams that barely existed five years ago: Walmart Connect — the advertising business — sells sponsored product placements, display ads, and now connected-TV inventory (via the VIZIO acquisition) to brands desperate to reach consumers at the moment of purchase. This business grew 37% in Q4 FY2026 and likely generates margins above 50%. For context: selling a $3 box of cereal might generate $0.15 in profit. Selling an ad to the cereal company that appears when a shopper searches "breakfast" on the Walmart app might generate $2-5 in pure margin. The math is significant. Walmart+ membership ($98/year) creates subscription revenue while locking in delivery habits. It's smaller than Amazon Prime — probably 20-30 million members versus Prime's 200+ million — but it's growing, and each member spends significantly more than non-members. Marketplace seller fees and Walmart Fulfillment Services generate commission and logistics revenue from third-party sellers who want access to Walmart's customer base without Walmart bearing inventory risk. The operating margins tell the real story: approximately 4-5% on $713 billion in revenue. That's about $28-35 billion in operating income. Sounds enormous until you realize that a 1% swing in gross margin — from a bad quarter of markdowns, or a spike in shrinkage, or a logistics cost overrun — wipes out $7 billion. The business runs on volume and velocity, not fat margins. Every efficiency gain matters. Every basis point of shrinkage reduction matters. That's why Walmart spends billions annually on supply chain automation, demand forecasting AI, and inventory management systems that most shoppers never see.

The durability of a company's moat often decides long-term winners. Here is how the competitive advantages of SK Hynix Inc. stack up against those of Walmart Inc..

SK Hynix Inc. competitive advantage: Because HBM requires significantly more wafer area per gigabyte than standard planar DRAM, and involves complex advanced packaging processes that yield lower output per wafer, the effective supply of HBM is structurally constrained, allowing SK Hynix to negotiate multi-year, fixed-price allocation agreements with hyperscalers that guarantee gross margins exceeding 50% for the HBM segment, regardless of broader memory market fluctuations. Under CEO Kwak Noh-jeong and backed by the immense resources of the SK Group conglomerate, the business has successfully pivoted its product mix toward High Bandwidth Memory (HBM3E) and advanced-node data center solutions, securing multi-year supply agreements with Nvidia and the world's largest hyperscalers to power the next generation of artificial intelligence accelerators. The company's competitive moat is anchored by its proprietary MR-MUF advanced packaging technology, its aggressive adoption of 1-beta and 1-gamma DRAM nodes, and the immense financial barriers to entry that protect the triopoly from new competition. The competitive dynamic between SK Hynix and Samsung is defined by a bitter, decades-long rivalry for absolute scale and technological supremacy in the South Korean semiconductor ecosystem; Samsung possesses a massive revenue base and vertical integration advantage, producing its own logic chips, displays, and mobile devices, which allows it to consume a significant portion of its own memory production and absorb market downturns better than pure-play memory vendors. SK Hynix's competitive advantage lies in its ability to prove superior thermal performance in HBM packaging, higher bit density in DRAM, and a comprehensive enterprise SSD portfolio via Solidigm, a value proposition that resonates powerfully with Western hyperscalers seeking to maximize the compute density of their AI clusters. The competitive moat is also defended through the sheer scale of the capital investment required to compete; with a single leading-edge fab costing over $15 billion, and the R&D required to master MR-MUF packaging and 321-layer NAND stacking running into the billions annually, the financial barrier to entry ensures that the triopoly will remain intact for the foreseeable future, protecting SK Hynix's long-term pricing power and market share. The second pillar of the competitive advantage is SK Hynix's aggressive adoption of leading-edge DRAM nodes, specifically its 1-beta and 1-gamma technologies, which use advanced multi-patterning and selective EUV integration to achieve the highest bit density per wafer in the industry. The fifth pillar is the immense financial and strategic backing of the SK Group, South Korea's second-largest conglomerate, which provides SK Hynix with access to virtually unlimited capital, deep government backing through the K-Chips Act, and a diversified ecosystem of affiliated companies that supply everything from advanced chemicals to industrial gases, insulating the company from the supply chain vulnerabilities that plague standalone semiconductor manufacturers. SK Hynix is also pioneering the concept of 'customer-defined HBM', where hyperscalers like Google and Amazon can customize the base die and memory architecture to optimize for their proprietary AI silicon, a strategic move that deepens the switching costs and locks SK Hynix into the long-term roadmaps of the world's largest cloud providers.

Walmart Inc. competitive advantage: Consider what it would actually take to replicate Walmart's position from scratch. You'd need to acquire or build 4,700 stores positioned within ten miles of 90% of the U.S. Population — that's roughly $200 billion in real estate alone, assuming you could find the locations. You'd need relationships with tens of thousands of suppliers willing to give you their lowest wholesale prices — which they won't, because your volume doesn't justify it yet. You'd need a distribution network of 210+ facilities with a private fleet of 12,000+ trucks. You'd need 2.1 million trained employees. You'd need sixty years of brand recognition among American households. Nobody is doing that. Not Amazon, not Costco, not any private equity consortium. The physical infrastructure is the advantage, and it's essentially unreplicable at this point. But the more interesting defensive asset is behavioral. Walmart has embedded itself into the weekly routine of American households in a way that's almost invisible. People don't "decide" to shop at Walmart the way they decide to buy a new iPhone or subscribe to Netflix. They just. Go. It's Tuesday, the fridge is empty, the Walmart is seven minutes away. That habitual, low-consideration purchase behavior is extraordinarily sticky. It doesn't require brand love or emotional loyalty — it requires proximity and price, both of which Walmart dominates. The grocery frequency creates a data advantage that compounds over time. Walmart sees what 240 million people buy every week — not what they browse or click, but what they actually put in their cart and take home. That purchase data is gold for the advertising business, for demand forecasting, for private-label development, and for supplier negotiations. Amazon has browsing data and delivery data, but Walmart has in-store basket data at a scale nobody else touches. The store network also functions as a fulfillment advantage that pure e-commerce players can't match for perishable goods. You can't ship bananas from a centralized warehouse 800 miles away. You need local inventory, cold chain, and same-day capability. Walmart has all three, already built, already staffed, already stocked — in 4,700 locations. Amazon is spending billions trying to build grocery delivery infrastructure that Walmart inherited from decades of supercenter expansion.

Future prospects matter as much as current results. The growth strategies below explain how SK Hynix Inc. and Walmart Inc. each plan to expand from here.

SK Hynix Inc. growth strategy: This land-and-expand strategy within the data center is critical; as AI models grow from hundreds of billions to trillions of parameters, the memory bandwidth required to prevent the GPU from idling increases exponentially, ensuring that SK Hynix's content-per-server metrics continue to scale regardless of broader macroeconomic headwinds in the consumer electronics sector. The capital allocation strategy under the SK Group umbrella has deliberately shifted away from pursuing maximum market share in low-margin consumer electronics, focusing instead on capturing the highest-value segments of the data center and AI markets. The land-and-expand strategy within the data center is driven by the exponential growth of AI model parameters; as large language models scale from hundreds of billions to trillions of parameters, the memory bandwidth required to prevent the GPU from idling increases proportionally, ensuring that SK Hynix's content-per-server metrics continue to scale even if the total number of servers shipped remains flat. The overall business model is a masterclass in extreme industrial engineering and advanced packaging: acquire the technological capability to print the smallest possible transistor and stack the highest possible number of 3D layers, expand revenue by capturing the most demanding AI and data center workloads, retain the customer through deep architectural integration and multi-year allocation agreements, and defend the margin through relentless yield optimization and government-subsidized capacity expansion. SK Hynix counters this by completely exiting the commodity, low-margin segments and focusing exclusively on the high-performance, advanced-node segments where Chinese manufacturers lack the lithography tools and advanced packaging expertise to compete, effectively ceding the bottom 20% of the market to protect the margins of the top 80%. This consolidation has fundamentally altered the competitive dynamics, replacing the destructive, market-share-at-all-costs price wars of the 1990s and 2000s with a more rational, profit-focused oligopoly where capacity discipline is prioritized over volume growth. The financial trajectory is characterized by a deliberate shift in product mix; the percentage of revenue derived from HBM and data center-centric products has grown from less than 10% in FY2022 to over 30% in FY2024, structurally elevating the company's long-term gross margin profile and reducing its exposure to the volatile consumer electronics cycle. A secondary, acute challenge is the brutal, inherent cyclicality of the global memory semiconductor market, a phenomenon driven by the massive lead times required to build fabrication capacity and the commodity-like nature of standard DRAM and NAND products. The third pillar is the deep, architectural integration with Nvidia and other AI chip designers; SK Hynix's engineering teams work directly with Nvidia's architecture groups years in advance of product launches to co-design the custom PHY interfaces, thermal spreaders, and interposer routing required for HBM integration. SK Hynix's growth strategy is explicitly defined by the 'Advanced Node and AI Content' framework, a systematic initiative to capture specific market segments by deploying targeted technologies that expand the company's share of the AI server bill of materials (BOM) without relying on unit volume growth. The strategy is executed through the aggressive ramp of HBM3E and the development of HBM4, which will increase the memory content per AI accelerator from 80GB in the H100 to over 192GB in next-generation accelerators, ensuring that SK Hynix's revenue grows in direct proportion to the performance capabilities of next-generation AI silicon. This growth strategy is executed through a land-and-expand motion that relies on deep architectural integration with Nvidia, AMD, and custom AI chip designers; rather than competing on price in the commodity market, the engineering team focuses on co-developing the custom PHY interfaces, thermal solutions, and customer-defined base dies required for next-generation HBM stacks, creating a level of technical lock-in that guarantees multi-year supply agreements and premium pricing. The channel partner strategy is also evolving to support this framework; SK Hynix is training its network of global module makers and distribution partners to sell the advanced-node server DRAM and Solidigm enterprise SSDs as comprehensive 'AI Infrastructure' packages, offering customers validated compatibility lists and performance benchmarks that justify the premium pricing of SK Hynix's leading-edge products. The company is also pursuing strategic, tuck-in acquisitions to fill gaps in its advanced packaging and controller capabilities; recent investments in packaging startups and controller design firms are specifically targeted to enhance the HBM production yield and the performance of data center SSDs, providing customers with higher-reliability products without requiring the development of new foundational silicon technologies from scratch. The international growth strategy involves establishing a balanced, geographically diversified manufacturing footprint, using the South Korean K-Chips Act to build leading-edge DRAM capacity in the Yongin cluster, while simultaneously expanding its advanced NAND and HBM packaging facilities in the United States and Asia to maintain proximity to the global supply chain ecosystem and customer base, mitigating the geopolitical risks associated with its Chinese operations. The growth strategy also includes the development of industry-specific memory solutions for automotive, industrial, and edge AI applications, which incorporate specialized software features and ruggedized hardware designs tailored to the specific operational requirements and longevity demands of each vertical, expanding the TAM beyond the traditional data center and mobile markets. The financial target of this growth strategy is to increase the average selling price (ASP) per gigabyte across the entire product portfolio by 20% annually, a figure that will be driven entirely by the advanced-node product mix shift and the successful penetration of the AI server market, without requiring a proportional increase in the sales and marketing headcount. The transition to EUV lithography for 1-gamma and 1-delta DRAM is also a critical component of the growth strategy, allowing SK Hynix to achieve the necessary bit density reductions to maintain its cost leadership and gross margin expansion in the face of intense competitive pressure from Samsung and Micron. The company is aggressively expanding its total addressable market (TAM) by capitalizing on the exponential growth of AI training and inference workloads, which require exponentially more memory bandwidth and capacity than traditional cloud computing tasks. The introduction of HBM4, scheduled for volume production in 2026, is the cornerstone of this strategy; HBM4 will use a custom base die designed in partnership with logic foundries to integrate advanced compute capabilities directly into the memory stack, delivering unprecedented bandwidth and reducing the latency between the GPU and the memory, a critical requirement for training trillion-parameter models. The company's long-term financial model targets $80 billion in annual revenue by fiscal year 2028, a goal that requires maintaining a 15% compound annual growth rate (CAGR) while expanding gross margins to the mid-40% range through the operating leverage of the advanced-node product mix and the full absorption of the K-Chips Act and US CHIPS Act subsidies. However, the structural shift toward AI-driven computing is irreversible, and SK Hynix's technological leadership in HBM packaging and advanced-node DRAM positions it to capture the majority of the memory content growth in the AI server market over the next decade. Chung Ju-yung, recognizing that memory semiconductors were the 'rice' of the digital age, established Hyundai Electronics as a dedicated semiconductor division, tasking a small team of engineers with the seemingly impossible mission of building a world-class DRAM fabrication facility from scratch in Icheon, a rural area southeast of Seoul. The team operated out of a modest facility in Icheon, focusing entirely on building the core architecture of the company's first product: a 64K SRAM and a 256K DRAM chip that would use the most advanced n-channel MOS technology available. To bridge the technological gap, Hyundai Electronics engaged in a controversial and aggressive strategy of reverse-engineering and acquiring foreign technology, including a pivotal and highly disputed licensing agreement with Micron Technology for 64K DRAM design rights, a move that would later trigger a massive intellectual property lawsuit in the 1990s when the US ITC ruled that Hyundai had infringed on Micron's patents. The initial customer base consisted of domestic electronics manufacturers like Samsung and GoldStar (now LG), who were eager to secure a local supply of memory chips to feed their rapidly expanding consumer electronics export businesses, as well as a handful of forward-thinking US computer manufacturers who were looking to diversify their supply chains away from Japan.

Walmart Inc. growth strategy: Walmart's growth bet is straightforward, even if the execution is brutally complex: use the weekly grocery trip as a platform to sell higher-margin services. Advertising is the crown jewel. Walmart Connect grew 37% in Q4 FY2026, and management has signaled this is still early innings. The logic is compelling — brands have always paid for shelf placement in physical stores (those end-cap displays aren't free), and now they'll pay for digital shelf placement too. The VIZIO acquisition in 2024 added connected-TV advertising to the mix, meaning Walmart can now sell ads that follow a shopper from their living room TV to the Walmart app to the in-store digital display. That closed-loop attribution is what advertisers crave, and it's something only retailers with massive first-party purchase data can offer. Marketplace expansion is the volume play. Walmart.com now hosts hundreds of thousands of third-party sellers, dramatically expanding the product catalog without requiring Walmart to buy or warehouse inventory. Each seller pays referral fees (typically 6-15%), and many pay for Walmart Fulfillment Services and Walmart Connect ads on top of that. The flywheel is obvious: more sellers means more selection, which means more shoppers, which attracts more sellers. Automation is the cost play. Online grocery delivery is currently unprofitable at scale — the labor cost of picking, packing, and delivering a $120 grocery order eats the margin entirely. Walmart is investing heavily in automated micro-fulfillment centers inside existing stores, where robots pick ambient and refrigerated items while human associates handle produce and fragile goods. The goal is to cut the cost-per-order for e-commerce fulfillment by 30-50% over the next three years. The international portfolio is selective. Flipkart in India is the big swing — a market where 900 million people will come online as shoppers over the next decade. Walmex in Mexico is the steady compounder. Everything else is either stable (Canada) or being managed for returns rather than growth (China, Chile). Notably absent from this strategy: dramatic store expansion in the U.S. Walmart isn't building hundreds of new supercenters. The 4,700 existing U.S. Stores are the infrastructure. The strategy is to extract more revenue and profit per square foot from what already exists.

A closer look at the financial trajectory of SK Hynix Inc. and Walmart Inc. rounds out the comparison.

SK Hynix Inc.: Revenue of $48.91 billion in FY2024 compared to $15.09 billion in FY2023 — a 224% increase in a single year — is the most dramatic illustration available of how violently memory semiconductor financials can move when the product cycle and the demand cycle align. The $36.63 billion revenue figure in FY2022, the collapse to $15.09 billion in FY2023, and the recovery to $48.91 billion in FY2024 represent three consecutive years of extraordinary volatility in both directions. The driver of the FY2024 recovery was unambiguous: High Bandwidth Memory pricing and volume, fueled by hyperscaler capital expenditure on AI infrastructure. HBM3E commands prices an order of magnitude above commodity DRAM on a per-bit basis because the packaging complexity — stacking multiple DRAM dies and connecting them with thousands of through-silicon vias — limits production yield in ways that standard DRAM fabrication does not. SK Hynix's proprietary MR-MUF packaging process achieved better thermal performance and yield than competing approaches, securing the primary allocation in Nvidia's most advanced accelerator designs. Net income of $4.66 billion in FY2024 compared to a $3.5 billion net loss in FY2023 produced the $8.16 billion swing that made SK Hynix's annual results one of the most widely discussed financial turnarounds in global semiconductors. Market capitalization stood at approximately $81.5 billion — reflecting both the FY2024 results and the market's assessment of how long the HBM premium pricing cycle will last before Samsung and Micron close the technical gap. The 2021 acquisition of Intel's NAND business for $9 billion represents the largest acquisition in SK Hynix's history and created a revenue stream that, while lower-margin than advanced DRAM, provides some counter-cyclicality to the DRAM-heavy core business. The FY2021 revenue of $36.6 billion and FY2022 revenue of $36.63 billion represented a stable period that the DRAM downcycle then destroyed in FY2023 — a reminder that the path from the current position back to the trough, if the AI buildout slows, is steep.

Walmart Inc.: Revenue grew from $611.3 billion in fiscal 2023 to $713.2 billion in fiscal 2026, a pace that represents roughly $100 billion in additional annual revenue over three years — a figure larger than most Fortune 500 companies' total revenues. Grocery volume, U.S. E-commerce growth, Sam's Club membership expansion, and the international segment all contributed. The $845.6 billion market capitalization against $713.2 billion in revenue implies a price-to-sales multiple above one — a premium to what a pure grocer would command, reflecting the market pricing in the advertising, marketplace, and membership businesses as higher-multiple growth assets embedded inside the retail operation. The net income figure is not separately disclosed in the available data, but at a 3.1 percent margin on $713.2 billion, the implied earnings are substantial in absolute terms while modest as a percentage. That combination — large absolute earnings, thin margins — is exactly the arithmetic that makes Walmart's competitive position so durable. Matching its pricing requires matching its cost structure, which requires matching its volume, which is circular. Advertising revenue is the financial development worth watching closely over the next decade. Walmart Connect, the advertising platform, operates at margins that bear no resemblance to retail. Every transaction in every store and on Walmart.com generates data about what customers buy, when, and at what price — data that consumer goods companies will pay significant fees to target precisely.