Our community narratives are driven by numbers and valuation.
I was studying the company Dollar General #DG, a company that operates regular convenience stores in the USA targeting low and low-middle class audiences (that's how they politically correctly refer to poor people). They're interesting because their products are cheap, but per gram or liter of product they sell much more expensively.Read more

Costco’s biggest strengths are its ultra-sticky memberships (~90% renewal), strong pricing power, and inflation-resilient “low-price leader” model. Membership fees (1.9% of revenue) drive most of its 2–3% profit margin and give it a unique buffer that lets it keep prices low.Read more
Scenario (current figures as of 2025-11-11): Yearly evenue Growth Rate stats at least the current 1.79% on average. ACI is able to increase Profit Margin from currently anemic 1.20% to 1.50% (industry average is 3.02%) through management of non-performing locations, automation, on-line and "digital" efforts.Read more
Catalysts Sprouts Farmers Market's transformation under CEO Jack Sinclair is delivering exceptional results. The company generated $4.46B in revenue during H1 2025 (+18% YoY) while expanding gross margins to 39.2% from 38.1%—a remarkable achievement in the razor-thin grocery industry.Read more

Key Takeaways Walmart is an industry leader deeply entrenched in the lives of millions of customers. Using modern solutions like AI, Walmart can magnify these economies of scale advantages.Read more

Key Takeaways Building its own cloud platform to take advantage of the best features of each public cloud provider The partnership with Symbotic could help automate around 60% of store operations Average unit costs to reduce up to 20% due to automation Expanding its use of automated delivery methods to deliver products to customers Targeting two key markets in its international strategy: China and India Catalysts A Great Business And Disciplined Cost Structure Should Keep Growth Consistent Walmart is a budget retailer with over 10,500 stores worldwide and their strong business performance is due to a number of factors, including: Walmart’s large and efficient supply chain - a vast network of stores and distribution centers, which allows it to deliver products to customers efficiently. Innovation at scale - Walmart is constantly investing in new technologies, such as automation of its supply chain, self-checkout and online grocery delivery.Read more

Key Takeaways Costco may be overvalued, but its stable profitability indicates that it can catch-up in five years Growing the number of warehouses still makes sense, despite the lower returns Its own Kirkland brand, and eComm will contribute to margin expansion The special dividend is a working capital optimization tactic that also incentivizes investors to hold Membership fee increases may degrade loyalty, and act as a negative catalyst for the stock Catalysts Kirkland Signature's Growing Presence on Shelves Could Increase Margins Costco is a customer-centric company, with a $300B market cap and $246B in annual revenue. Its substantial purchasing power allows it to negotiate favorable deals with suppliers, enabling it to pass on savings to its members.Read more

Key Takeaways Technology-driven efficiencies and AI innovation are strengthening operational performance, supporting improved margins, higher retention, and ongoing revenue growth. Expanding enterprise partnerships and diverse ad revenue streams are making the business model more resilient and less dependent on traditional transaction volumes.Read more

Key Takeaways Strategic focus on omni-channel experiences, AI adoption, and rapid delivery deeply integrates digital and physical retail, enhancing customer retention and operational efficiency. Diversification into higher-margin streams and international expansion strengthens earnings resilience and transforms Walmart's profit mix beyond traditional retail.Read more
