Shef vs Walmart
Side-by-side comparison of AI visibility scores, market position, and capabilities
Shef is an online marketplace connecting home cooks with local food buyers, enabling licensed home chefs to sell authentic home-cooked meals in their communities. HQ: San Francisco.
About
Shef is an online marketplace that connects home cooks (called "shefs") who love to cook with local customers seeking authentic, home-cooked meals from diverse cuisines. Founded in 2019, the platform enables licensed home-based food entrepreneurs to sell their cooking commercially — capitalizing on cottage food and home kitchen laws that have been expanded in states like California, New York, and others to permit home food sales. Shef provides the marketplace infrastructure, payment processing, and food safety framework that allows home cooks to build small food businesses without restaurant or commercial kitchen overhead.
Walmart Inc., $680.985B revenue FY2025, $15.51B net income (+32.8%), e-commerce: $120.9B (+20.8%), +27% globally, +22% US, 10,771 stores worldwide (4,606 US Walmart, 602 Sam's Club), 90% US population within 10 miles, 438M monthly online visitors, 6.
About
Walmart is the world's largest retailer and the largest company by revenue in the United States, founded by Sam Walton in Rogers, Arkansas in 1962. Built on the principle of everyday low prices (EDLP) and relentless supply chain efficiency, Walmart transformed American retail and became the defining model for mass-market discount retailing globally. Its scale — spanning 10,771 stores across 20 countries under banners including Walmart, Sam's Club, and Flipkart — gives it unmatched purchasing power and logistics infrastructure that competitors cannot easily replicate.\n\nWalmart's business spans brick-and-mortar supercenters, neighborhood market stores, wholesale clubs through Sam's Club, and a rapidly growing e-commerce operation. E-commerce revenue reached $120.9 billion in FY2025, a 20.8% year-over-year increase, cementing Walmart as the clear #2 US e-commerce player behind Amazon. Walmart+ membership, the company's subscription loyalty program offering free delivery, fuel discounts, and Paramount+ streaming, continues to grow and is central to deepening customer relationships and increasing purchase frequency beyond the physical store.\n\nWalmart reported $680.985 billion in revenue for FY2025 with $15.51 billion in net income, a 32.8% increase in profitability reflecting operating leverage and margin expansion. Its advertising business, Walmart Connect, is a high-margin revenue stream growing over 25% annually, establishing Walmart as a significant player in retail media networks alongside Amazon Advertising and Kroger. The combination of physical scale, e-commerce momentum, and advertising revenue diversification makes Walmart uniquely positioned to compete in the next era of retail.
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