APA
Business Ideas. (2026). Bakery vs Coffee Shop: modeled scenario comparison (Version 704959ff49aebba4) [Modeled scenario data set]. https://business-ideas-demo.pages.dev/compare/bakery-vs-coffee-shop/

MLA
Business Ideas. “Bakery vs Coffee Shop: modeled scenario comparison.” Modeled scenario data set, version 704959ff49aebba4, records updated through 2026-09-05, https://business-ideas-demo.pages.dev/compare/bakery-vs-coffee-shop/.

Chicago
Business Ideas. “Bakery vs Coffee Shop: modeled scenario comparison.” Modeled scenario data set. Records updated through 2026-09-05. Version 704959ff49aebba4. https://business-ideas-demo.pages.dev/compare/bakery-vs-coffee-shop/.

2 selected modeled scenarios; not measured national averages. Version 704959ff49aebba4; SHA-256 704959ff49aebba4478eadd2ffd83e608c938a2ca2c09e23465d010d110bf0a5. Includes source keys, access dates and assumption evidence. No reuse license is granted for third-party source material.

Sources
[bls-bakers] U.S. Bureau of Labor Statistics. Bakers: Occupational Outlook Handbook. https://www.bls.gov/ooh/production/bakers.htm Accessed 2026-09-05. Tier: primary. Occupational training, bakery duties, employer types and May 2025 pay context. Supports scoring constraints; neither store sales nor the approved Bakery payroll is independently verified.

[cleaning-irs-payroll-2026] Internal Revenue Service. Publication 15 (2026), Employer's Tax Guide. https://www.irs.gov/publications/p15 Accessed 2026-09-05. Tier: primary. Employer Social Security is 6.2% up to the 2026 wage base; Medicare is 1.45%. Tips and unemployment taxes need separate treatment. The model's additional unemployment and workers' compensation allowances are not IRS rates.

[coffee-equipment] WebstaurantStore. How to Start a Coffee Shop. https://www.webstaurantstore.com/article/369/starting-a-coffee-shop.html Accessed 2026-09-05. Tier: vendor. Opening-cost guidance spans approximately $100,000 to over $600,000 depending on size and location. Equipment and licensing scope inform the illustrative budget.

[sba-startup] U.S. Small Business Administration. Estimate startup costs and operating cash. https://www.sba.gov/blog/2017/2017-01/how-estimate-starting-costs/ Accessed 2026-09-05. Tier: primary. Framework for startup spending and operating reserves. It does not verify the individual budgets or forecasts on this site.

[scoring-coffee-equipment] WebstaurantStore. Coffee Shop Equipment List. https://www.webstaurantstore.com/guide/730/coffee-shop-equipment-list.html Accessed 2026-09-05. Tier: vendor. Original supplier lists cafe equipment and service supplies. Supports the conventional but coordinated setup for a staffed cafe; equipment prices and the earlier Coffee research model are not adopted.

[scoring-fda-food-code] U.S. Food and Drug Administration. FDA Food Code. https://www.fda.gov/food/retail-food-protection/fda-food-code Accessed 2026-09-05. Tier: primary. Explains that the Food Code is a model for retail food regulation adopted by jurisdictions. Supports the need to check local food-service requirements; does not establish one national permit or a quoted compliance cost.

[scoring-food-managers] U.S. Bureau of Labor Statistics. Food Service Managers: Occupational Outlook Handbook. https://www.bls.gov/ooh/management/food-service-managers.htm Accessed 2026-09-05. Tier: primary. Documents the management work that accompanies food preparation and sales: staffing, purchasing, safety supervision, complaints and records. Does not establish a funded replacement manager in these models.

[scoring-nca-spring-2026] National Coffee Association. Coffee tops Americans' beverage choices. https://www.ncausa.org/Newsroom/Coffee-tops-Americans-beverage-choices Accessed 2026-09-05. Tier: industry. Original Spring 2026 consumer research release supports repeated coffee consumption and substantial at-home substitution. It does not measure the proposed cafe's traffic, prices, local competition or margins.

[scoring-usda-food-outlets] USDA Economic Research Service. Food Expenditure Series. https://www.ers.usda.gov/data-products/food-expenditure-series Accessed 2026-09-05. Tier: primary. Original national data definitions distinguish food acquired at home, away from home and by outlet. Supports the existence of alternative food-purchase channels; national spending is not food-truck or bakery demand verification.