These direct sources support the selected unit, revenue, cost structure, scale, and scenario bounds.
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U.S. Bureau of Labor Statistics — Small Engine Mechanics — Occupational Outlook Handbook
The annual wage divided by 2,080 hours gives about $22.38 per scheduled hour before payroll burden and supports seasonal variation in completed orders. The wage survey excludes self-employed workers and varies by location, experience, specialization, overtime, benefits, and employer type.
Open source
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Dad Fix It — Service Price Sheet — Effective 2026
The menu bounds a blended completed-order invoice and shows that parts are additional, making labor and parts separately traceable to a work order. One regional provider may price below dealer rates, and the menu does not reveal job mix, actual billed hours, declined estimates, sales tax, or wholesale parts cost.
Open source
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CRE Equipment Repair — Shop Labor Rates as of October 22, 2025
This rate provides an upper direct-market anchor for jobs with commercial equipment or greater complexity. The source is a single shop rate and does not disclose utilization, parts revenue, discounts, geography-adjusted demand, or average job duration.
Open source
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Insureon — How Much Does Auto Repair Business Insurance Cost?
The model uses $149 per month as a shop insurance anchor and treats additional coverage needs as a local sensitivity rather than stacking every policy automatically. Auto repair risks are not identical to small-engine repair, and premiums vary by property value, payroll, location, limits, deductibles, and claims history.
Open source
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LoopNet — Georgia Warehouses for Rent and Lease
A roughly 1,500-square-foot shop at $13 to $21.60 per square foot annually implies base rent of about $1,625 to $2,700 per month before lease extras. Listings can change, asking rent is not executed rent, many spaces are larger than the model shop, and operating expenses, zoning, deposits, and build-out are not consistently disclosed.
Open source
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U.S. Energy Information Administration — 2024 Average Monthly Bill — Commercial
The scenario allowances sit below the all-commercial average to reflect a small 1,500-square-foot repair shop rather than the average commercial customer in the survey. The EIA average mixes many business sizes and load profiles; a small shop's HVAC, compressors, lighting, customer charges, water, and waste fees can differ materially.
Open source
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Stripe — Standard Payments Pricing and Fees
The calculation applies the published percentage and transaction fee to each scenario's average invoice as a transparent variable-cost proxy. Actual shops may accept cash, checks, or lower-cost in-person processing, while manually entered, international, or disputed transactions can cost more.
Open source