Coffee-shop operators frequently treat green-bean cost as a key target for cost optimization, but evidence accumulating across food chemistry, sensory science, hospitality management, and consumer behaviour suggests this framing is incomplete and may be misleading. This narrative review integrates four bodies of literature that have rarely been synthesized together: (i) extraction science governing in-cup quality through total dissolved solids, extraction yield, particle-size distribution, water mineralization, and roast development; (ii) the chemistry of defective coffee beans and their associations with chlorogenic-acid profile, biogenic amines, ochratoxin A, and process contaminants such as acrylamide, furan, and 5-hydroxymethylfurfural; (iii) evidence on coffee-induced gastric acid secretion, dyspepsia, and the modulating effects of roast level and dewaxing; and (iv) hospitality-management research on satisfaction, revisit intention, brand loyalty, and willingness to pay for quality, certified, and sustainable coffee. We argue that the apparent procurement saving from low-grade coffee is offset by losses across multiple revenue-side channels and is amplified by the technical sensitivity of low-grade coffee to extraction error. We propose a conceptual chain linking bean quality to operating profit and present a Monte Carlo simulation comparing two stationary German café configurations — a “Cheap” strategy (bakery / automatic espresso machine / industrial coffee) against a “Quality” strategy (coffee shop / portafilter / specialty coffee) — with all parameters calibrated to a May 2026 German market and price report. Across 10,000 iterations, the Quality strategy generated a higher annual contribution margin than the Cheap strategy in 98.8% of parameter combinations, with a median advantage of approximately €58,000 per year per café. Sensitivity analysis identifies retail price and customer volume as the dominant economic levers in both strategies, while the bean-procurement cost — the very lever a cheap-coffee strategy is designed to exploit — is consistently the weakest driver of profitability. We further note that the chemistry of defective beans differs from that of sound beans in directions that are mechanistically consistent with several reported gastrointestinal effects of coffee, but emphasise that no controlled human study has tested the link between green-bean quality grade and consumer-reported tolerance, and that the available evidence does not currently support a causal claim.