Food & beverageU.S. scenario · USDIllustrative operating case
Pizza shop startup costs and financial model
What it may cost to open a 1,500 sq ft leased limited-service pizza shop in the United States, how one order-led case performs, and what must be tested locally.
Capital to open
$445,000
$220,000–$850,000 by launch scope
Year 3 revenue
$1,072,227
Annual modeled sales
Year 3 EBITDA margin
13.0%
Before interest, tax and depreciation
Operating break-even
Month 9
Base monthly ramp; not capital payback
This operating case allocates $445,000 to opening the business and forecasts $139,309 in Year 3 EBITDA. Payroll includes working-owner labor where applicable. These are planning assumptions; EBITDA is not cash available to the owner.
An editorial comparison of operating conditions, not a probability of success, a customer rating or a promise of returns. Read the evidence beside each assessment.
Weighted total
4.3 / 10
The total combines the five assessments below using the published weights.
A new independent U.S. limited-service pizzeria in about 1,500 sq ft of leased second-generation restaurant space, with limited seating, pickup, direct ordering and a modeled 20% third-party delivery share. A paid working owner-manager, one kitchen lead and pooled production/service hours operate six days per week; no replacement manager or in-house driver is credited. The Year 3 constant-dollar operating case is the mature comparison. Local site access, competition, prices, order volume and staffing remain conditional assumptions.
Barrier to entry
Higher means easier entry.
15% weight
4.0 / 10
Approvals and equipment are obtainable, but a vented food-service site and interdependent mechanical, fire and kitchen work make entry difficult to reverse.
Evidence and assessment basis
Anchor 4 applies because the selected operation needs a dedicated restaurant site, fixed pizza equipment, refrigeration, warewashing, grease and utility capacity, plus health, building and fire review. Census and FDA sources establish the operating and jurisdictional context, while current equipment listings show available components. Availability of equipment does not make an unsuitable suite usable. A genuinely fitted former pizzeria could reduce work, but the base case still carries substantial coordinated installation and commissioning, preventing anchor 5.
Sources support the underlying facts. The numerical assessment is an editorial judgment.
Competition
Higher means more favorable competitive conditions.
20% weight
3.0 / 10
Customers can switch among many pizza and quick-service alternatives, while ordinary menu, speed and delivery differences are easy to compare and copy.
Evidence and assessment basis
Anchor 3 reflects numerous close substitutes, weak switching friction and difficult acquisition in the stated unprotected catchment. The Pizza Today report supplies broad pizzeria and channel context, not a local competitor count. The case assumes no exclusive territory, captive audience, proprietary recipe advantage or contracted demand. Direct ordering may improve retention, but it has not been demonstrated for this site. A local basket, delivery-radius and ordinary-day order survey is needed before assigning a more favorable anchor.
Sources support the underlying facts. The numerical assessment is an editorial judgment.
Demand stability
Higher means more stable demand.
25% weight
6.0 / 10
Meal occasions and repeat ordering span the year, but discretionary spending, daypart concentration and channel dependence still affect the baseline.
Evidence and assessment basis
Anchor 6 applies to frequent meal occasions across many potential customers, with material channel and spending sensitivity. Industry sources describe active independent-pizzeria and digital-order channels, while CPI context shows prices continue to change. Neither establishes store demand, repeat rate or a manageable local seasonal pattern. The model has no contracted customer, and its dinner peaks, holidays, weather and household trade-down remain unmeasured. Those limits prevent anchor 7.
Sources support the underlying facts. The numerical assessment is an editorial judgment.
Margin ceiling
Higher means greater supported operating-profit potential.
20% weight
4.0 / 10
The mature authored case supports a modest surplus, but delivery mix, paid labor and fixed premises costs can erase it at ordinary downside volume.
Evidence and assessment basis
Anchor 4 applies because the base mature scenario covers its paid roster and overhead, while the lower full-case sensitivity records an operating loss. The National Restaurant Association's broad limited-service medians support caution about prime-cost pressure; they do not verify this pizzeria. Current wage, platform and order-value sources inform individual inputs, but recipe yield, local prices and feasible throughput remain unresolved. The business lacks the evidenced pricing or productivity advantage required for anchor 5. EBITDA also excludes financing, tax and replacement investment.
Sources support the underlying facts. The numerical assessment is an editorial judgment.
Owner dependency
Higher means less dependence on the owner's continuous involvement.
20% weight
4.0 / 10
Employees and a kitchen lead can complete routine production and service, while the paid owner-manager remains necessary for daily coordination and exceptions.
Evidence and assessment basis
Anchor 4 fits a staffed operation where trained employees can prepare and fulfill orders but the owner handles scheduling, purchasing, service issues and administration every operating day. The 40-hour kitchen lead does not cover all 66 customer-facing hours or establish funded authority for several consecutive shifts. The owner is paid inside the roster rather than treated as free labor. Documented manager coverage, cross-training and decision authority would be needed for anchor 5 or higher.
Sources support the underlying facts. The numerical assessment is an editorial judgment.
Who pays you, and what for
Review the customer, offer and operating scope behind the numbers before adapting them to your own plan.
What the business does
The shop makes and fulfills pizza orders from a dedicated limited-service kitchen. Customers order before eating through the counter, direct digital channels or a third-party marketplace. Limited seating is secondary to takeout and pickup.
Who the customer is
The intended customer wants a convenient prepared meal inside a workable pickup or delivery radius and accepts the menu price and fulfillment time. Broad pizza consumption does not establish this location's paying demand.
How revenue works
Net order sales equal fulfilled orders multiplied by average order value. Sales tax, pass-through tips and customer-paid delivery charges stay outside revenue; refunds and discounts reduce retained sales.
How delivery works
The base case assigns 20% of sales to third-party delivery and has no in-house drivers. Counter and direct ordering use a separate payment-cost allowance. Each channel needs its own retained-sales reconciliation.
What the shop must coordinate
Dough production, refrigerated preparation, baking, order accuracy, pickup staging, food safety, cleaning and receiving must fit the same premises, equipment and paid roster.
What falls outside the case
Property purchase, alcohol, full table service, in-house delivery, catering production, financing costs, income tax, owner distributions and capital replacement are excluded.
Model scope
1,500 sq ft leased second-generation restaurant space
Sold unit
Completed customer order before sales tax, tips and customer-paid delivery charges
Operating schedule
6 service days and about 11 customer-facing hours per day
Staffing assumption
Paid working owner-manager plus 225 scheduled employee hours per week
Delivery assumption
20% third-party marketplace sales at maturity; no in-house drivers
Who are you actually bidding against?
The scenario assumes a crowded, accessible market with easy customer switching. The rows define the local evidence to collect; they are not a completed competitor survey or a claim about one city.
Local market assessment pending. The checklist below identifies research to complete; it is not a measured competitor sample.
Compare the questions across each row. Scroll the table horizontally on a small screen →
Competitor research checklist · no measured local sample
Offer to investigate
Compare like for like
Evidence to collect
Independent neighborhood pizzerias
Like-for-like pizza baskets, direct pickup experience, menu focus and ordinary fulfillment times.
Current basket total, size/toppings, discounts, opening hours, pickup promise and observed order flow.
Pizza chains
Brand reach, apps, promotions, delivery coverage and consistent bundles can affect acquisition and price comparison.
Local franchise prices, checkout fees, delivery times, offer cadence and store coverage.
Other quick-service meals
Customers can replace pizza with burgers, chicken, sandwiches, bowls or grocery prepared food.
Comparable group-meal price, convenience, wait time and reasons customers switch categories.
Marketplace listings
Ranking, sponsored placement, reviews and platform-specific menu prices influence digital choice.
Actual commission plan, promoted placement, retained payout, refund treatment and direct-versus-platform price.
Cook-at-home and grocery alternatives
Frozen, prepared and ingredient-based meals can reduce paid orders when budgets tighten.
Customer interviews about substitution, occasion, household size and willingness to pay.
What supports the model, and what strains it
These are operating considerations for the scenario, not measured advantages over local competitors.
Potential strengths to validate
A clear order unit. Fulfilled orders and retained sales can be measured by channel, daypart and menu mix, giving the owner concrete operating feedback.
Repeat meal occasions. Pizza can serve individual, household and group occasions across the year. The opportunity still depends on winning repeat local orders.
Focused production flow. A limited menu and documented dough, prep and bake process can support training and quality checks inside one kitchen.
Multiple ordering paths. Counter, direct digital and marketplace ordering can reach different customers when each channel covers its full cost.
Tradeoffs to plan around
The site commits capital early. Hood, suppression, utilities, refrigeration and pizza equipment tie the opening to a dedicated location before demand is proven.
Labor is scheduled before orders arrive. Preparation, service and closing hours remain payable during quiet periods; per-order labor falls only when the roster can truly change.
Delivery can dilute contribution. A marketplace order may add reach while consuming a large share of sales. A blended average can hide a weak channel.
Recipe control is continuous. Cheese, toppings, waste and discounting can move order economics quickly, so a static food-cost percentage is insufficient for management.
Does this operating role fit you?
Evaluate the work you will do and the cost of replacing it. Review the owner responsibilities in the operating scope.
A fit to explore if you can…
Comfort with fast food-service operations, food safety and equipment care.
Willingness to measure recipes, paid hours, order accuracy and contribution by channel.
Ability to supervise a shift lead and a mixed hourly roster.
Capacity to fund a loss-making ramp and delayed project payments.
Discipline to narrow the menu or reject promotions that do not cover their costs.
Reconsider the plan if you need…
A need for immediate owner distributions after opening.
An expectation that a marketplace will supply profitable demand automatically.
Reliance on unpaid owner labor to make the forecast work.
A willingness to sign a lease before confirming hood, grease, utility and permitted-use conditions.
Dependence on a national average order value as proof of local sales.
Where the $445,000 goes
The base allocation assumes a partially fitted second-generation restaurant that still needs material mechanical, fire-suppression and kitchen work. The lower case requires a usable former pizzeria and tighter reserve. The upper case allows major site work, new equipment and a deeper reserve in a higher-cost market. Every amount remains a planning allowance until supported by site-specific quotes.
Leasehold improvements and site systems
$145,000
Kitchen equipment and commissioning
$95,000
POS, counter, seating and signage
$22,000
Deposits, permits and professional fees
$30,000
Opening inventory, training and launch
$18,000
Project contingency
$25,000
Working capital reserve
$110,000
TotalScenario range $220,000 – $850,000$445,000
Where does the money come from?
Price, daily volume and the operating calendar define this capacity scenario. Check the sold-unit definition in the operating scope.
The model uses one completed-order base and a net average order before sales tax, tips and customer-paid delivery charges. Menu categories may be allocated after the order calculation. Direct and marketplace channels retain different amounts, so channel mix must reconcile to payment and platform statements.
Seasonality and the opening ramp
Meal demand occurs year-round, but holidays, weather, school calendars, local events, household budgets and platform promotions can shift dayparts and channels. No monthly pattern is claimed for an unselected location; the ramp models customer development rather than seasonality.
What does the revenue have to cover?
Year 3 annual amounts from the income statement. The bars use the same revenue scale; EBITDA is the residual after the three operating expense lines.
Year 3 revenue$1,072,227
Food and packaging$332,390
Payroll incl. taxes$346,111
Occupancy, delivery fees and other operating$254,417
EBITDA$139,309
Working-owner pay belongs in payroll. Interest, income taxes, loan principal, replacement equipment and changes in working capital affect cash available for distributions.
Five-year view · scroll the income statement horizontally to compare every year →
Five-year forecast
The order ramp averages 72% of mature volume in Year 1 and reaches the selected mature rate during Year 2. Years 3–5 use modest authored sales growth in constant 2026 USD; added cook hours enter Years 4 and 5. Revenue excludes sales tax, tips and customer-paid delivery charges. Payroll includes paid owner-management, employee wages, leave and employer burden. Occupancy and other costs include the selected marketplace and processing fees. EBITDA excludes depreciation, financing, income tax, capital replacement and owner distributions.
RevenueEBITDA
$750.8k
$1.0m
$1.1m
$1.1m
$1.2m
Year 1
EBITDA $-55.5k
Year 2
EBITDA $120.4k
Year 3
EBITDA $139.3k
Year 4
EBITDA $153.9k
Year 5
EBITDA $169.5k
Pizza Shop income statement · annual USD
Income statement
Year 1
Year 2
Year 3
Year 4
Year 5
Revenue
$750,769
$1,040,997
$1,072,227
$1,115,116
$1,159,721
Food and packaging
−$232,738
−$322,709
−$332,390
−$345,686
−$359,514
Payroll incl. taxes
−$343,218
−$345,830
−$346,111
−$357,902
−$369,709
Occupancy, delivery fees and other operating
−$230,308
−$252,075
−$254,417
−$257,634
−$260,979
EBITDA
−$55,495
$120,383
$139,309
$153,894
$169,519
EBITDA margin
-7.4%
11.6%
13.0%
13.8%
14.6%
Annual forecast and calculator comparison
The annual forecast and calculator use separate scenarios. Their revenue ramp or cost allocations differ, as shown below. The calculator's break-even month does not reconcile the annual forecast.
Original base inputs · USD per year
Check
Annual forecast
Calculator inputs
Year 1 revenue
$750,769
$750,192
Year 1 operating result
−$55,495
−$55,840
Year 3 / mature annual operating result
$139,309
$120,955
Calculator figures use the original first 12 months and mature monthly result × 12; sliders do not change this comparison. Neither column measures cash flow or payback. Input basis.
Set the three inputs to your own plan. The ramp starts at 50.0% of mature volume and adds 4.0 percentage points a month.
Monthly revenue over the first 18 months. Darker bars clear the operating break-even line.
Operating break-even
Month 9
Revenue at maturity
$86,828 / mo
Break-even revenue
$70,195 / mo
Break-even volume
77 / day
Fixed costs
$42,538 / mo
Use the volume definition in the operating scope. This sensitivity keeps fixed costs and contribution margin constant; it does not rebuild the annual income statement. Operating break-even covers monthly fixed operating costs. It does not recover the opening investment.
Two numbers that decide the outcome
Price and daily throughput define the operating case. The range endpoints are sensitivity scenarios; test whether your location can support them.
Average order
$22.38$43.59
$35.18
this model
Orders per day
60140
95
this model
What if the schedule is lighter, or fuller?
Only daily volume changes. All three cases keep the invoice at $35.18, the schedule at 6 days per week, fixed costs at $42,538 per month and contribution margin at 60.6%.
Lower throughput
Use the low end to test a thinner schedule.
Orders per day
60
Mature monthly revenue
$54,839
Operating break-even
Not reached
Not reached in the 18-month ramp.
Base throughput
The current modeled daily schedule.
Orders per day
95
Mature monthly revenue
$86,828
Operating break-even
Month 9
First month contribution covers fixed costs.
Higher throughput
Validate the operating capacity first.
Orders per day
140
Mature monthly revenue
$127,957
Operating break-even
Month 3
First month contribution covers fixed costs.
Capital payback needs a cash-flow schedule. The current forecast has no cumulative cash balance after funding, taxes, debt principal and future capital spending. No payback date or lowest cash balance is reported.
What can go wrong, and what should you test?
Use these checks to challenge the operating assumptions before taking on commitments.
A costly unsuitable site
The lease is signed before venting, fire suppression, grease, utility or permitted-use conditions are resolved.
Check: Obtain landlord documents, authority feedback and coordinated contractor/equipment bids before a binding commitment.
Insufficient ordinary-day orders
Launch peaks do not develop into the completed daily volume needed by the fixed roster and premises.
Check: Track paid orders by daypart and channel, compare them with the ramp and pause added commitments when the downside remains unfunded.
Recipe and waste variance
Portions, cheese, toppings or remakes cost more than the selected ingredient share.
Check: Use weighed recipe cards, receiving prices, waste logs and periodic yield tests; change recipe, price or menu when contribution fails.
Channel fee leakage
Marketplace commission, promotions, refunds and menu differences reduce retained sales more than the blended allowance.
Check: Reconcile each platform statement and direct processor report, then price and promote each channel separately.
Roster gaps or excess hours
The shop cannot cover all production and closing work, or pays more idle time than order volume can carry.
Check: Build named weekly shifts, time preparation and closing, cross-train tasks and fund any additional manager or cook coverage.
Equipment downtime
An oven, refrigeration or warewashing failure stops production or creates food-safety exposure.
Check: Confirm service access, preventive maintenance, safe shutdown procedures and a cash plan for repairs and replacement.
Cash timing pressure
Construction draws, payroll, tax deposits or supplier payments arrive before operating receipts.
Check: Prepare a dated cash schedule and keep the reserve labeled as an allowance until all major payment dates and funding sources are confirmed.
What would invalidate this scenario?
Choose your own go/no-go thresholds before committing funds. The page does not establish a universal stop-loss rule.
Before signing a lease
Permitted use, hood/fire/grease systems, utility capacity, landlord obligations or total delivered site cost remain unresolved.
Before ordering equipment
The menu, production test or site services do not support the selected oven, refrigeration, mixer and warewashing configuration.
Before hiring
Local wages, coverage and employer costs cannot fit a complete paid roster for the operating schedule.
Before accepting a delivery contract
The actual commission, promotion, refund and remittance terms do not leave adequate channel contribution.
During launch
Confirmed cash cannot cover the next payroll, tax and project commitments without unconfirmed future orders.
Before expanding hours or menu
Current shifts already exceed capacity, recipe variance is uncontrolled or added complexity lacks a funded return.
What needs to be true before you proceed?
Treat this page as a starting case to verify. A favorable spreadsheet result is only useful when its price, capacity and cost assumptions can be supported.
Can an inspected site support the selected equipment and approvals at the delivered opening cost?
Will the local customer accept the proposed basket and fulfillment time on ordinary service days?
Do recipe yield and waste support the selected ingredient cost by menu item?
Can the paid roster cover preparation, service, cleaning and management across every shift?
What amount does the business retain from each direct and marketplace order after refunds and promotions?
Which nearby alternatives do customers actually compare, and why would they order again?
Which dated payments could exhaust the reserve before the modeled operating crossing?
What operating evidence would trigger a smaller menu, shorter hours, new price or stop decision?
We would make the site and ordinary-day order test the deciding evidence before committing to this pizza shop. The base case can cover its paid roster and premises at maturity, but the lower order scenario does not, while the fixed kitchen and building work place substantial funding at risk before repeat demand is known.
The $35.18 average order is a current platform reference point, not a price that this neighborhood will accept. It must be rebuilt from the intended menu, recipe yields, actual packaging and the mix of direct and marketplace sales. A marketplace order can add reach while retaining much less contribution than the same direct pickup basket.
The modeled roster pays the working owner-manager and all scheduled employee hours. That makes the operating case more useful than one supported by hidden owner labor, but it also means preparation, quiet periods and closing time remain costs when orders are weak. The opening reserve exceeds the modeled cumulative operating deficit; it does not include every construction, financing or cash-timing exposure.
A second-generation restaurant can reduce project work only when its hood, fire suppression, grease, utilities and equipment truly fit the menu. The lease decision should therefore follow coordinated inspection and bids, rather than a listing description or a broad cost-per-square-foot benchmark.
What could change the view
The business could sign for a costly site and staff a full schedule before ordinary repeat orders, recipe economics and delivery-channel payouts support the fixed operation.
Who this format suits
An owner prepared to manage food safety, recipes, paid shifts, equipment, order accuracy and channel statements every week. The current staffing supports delegated routine work but still depends on daily owner coordination.
Before committing
Inspect one candidate site, cost the actual menu and weekly roster, collect direct and marketplace terms, and run an ordinary-day order test. Rebuild the downside and dated cash schedule before signing a lease or ordering fixed equipment.
What is planned for the editable workbook?
An illustrative worksheet layout using this page's inputs. It is not a screenshot or a download of a finished Excel file.
Confirm these items for your location and operating scope. This checklist does not assert that a particular license, insurance policy or employment arrangement is sufficient.
Review the complete evidence, model, plan and article before publication or a funding decision.
Where could this model miss your situation?
Most financial inputs are author-selected assumptions. The source register explains what is supported and what still needs local validation.
One conditional U.S. case
No city or site is selected. Rent, construction, permits, wages, competition, prices and demand require local evidence.
Comparable capital scopes
Low, base and high cases retain a limited-service pizzeria but differ in existing fit, project work, equipment and reserve depth. None is a contractor quote.
Platform order context
The average-order references come from an independent-pizzeria platform sample. They do not establish this shop's channel mix, repeat rate or achievable order count.
Operating output
EBITDA and break-even exclude financing, tax, working-capital timing and replacement capital. They do not show owner income, cash sufficiency or payback.
Draft editorial status
The evidence pack, scores and owner commentary are AI-assisted drafts assigned for review. No completed human adoption or local fieldwork is recorded.
Business Plan fit
The matching Word product covers a broader café-and-pizza format. The ten pages shown here are StartFigures' online outline; the full paid Word pagination and product-specific fulfillment remain unverified.
Extended analysis: draft awaiting review
The operating outline is a planning draft. Its customer, competition, fit and risk interpretations still require research review. The context sources below do not independently verify those interpretations.
1,500 sq ft leased second-generation restaurant space
Sold unit
Completed customer order before sales tax, tips and customer-paid delivery charges
Operating schedule
6 service days and about 11 customer-facing hours per day
Staffing assumption
Paid working owner-manager plus 225 scheduled employee hours per week
Delivery assumption
20% third-party marketplace sales at maturity; no in-house drivers
We built this Pizza Shop case for an independent U.S. limited-service pizzeria in about 1,500 sq ft of leased second-generation restaurant space. Revenue equals completed orders multiplied by the net average order and service days; it excludes sales tax, pass-through tips and customer-paid delivery charges. The $35.18 base order and its $22.38–$43.59 range use a current independent-pizzeria platform report as channel sensitivity anchors, not a local demand forecast. Daily orders, schedule, ramp and future growth are authored assumptions. The 60.6% contribution margin equals one minus 28% ingredients, 3% packaging, a 5% blended third-party commission, 2.5% effective payment processing and 0.9% tip-linked employer cost. Recipe yield, prepared waste and actual contracts must replace those shares locally. Payroll includes a paid working owner-manager, scheduled employees, paid leave and employer load. Annual occupancy and other costs include fixed premises/overhead plus sales-linked delivery and processing costs. Capital scenarios retain the same business scope but differ in existing site condition, required work, equipment and reserve depth. The annual forecast uses 52 weeks while the web calculator uses 4.33 weeks per month, creating a small period-conversion difference. The reserve is an allocation, not verified runway. EBITDA excludes depreciation, financing, income tax, working-capital timing, capital replacement and owner distributions. Every figure remains conditional on local site, authority, supplier, staffing, channel, competition and demand evidence.
U.S. Census Bureau · primary · accessed September 7, 2026
Exact NAICS code and the pay-before-eating, takeout/delivery operating scope. Limits: The classification provides no startup-cost, sales or profitability evidence.
U.S. Bureau of Labor Statistics · primary · accessed September 7, 2026
National wage context for the selected owner-manager, lead, cook, counter and dish/prep rates. Limits: National cross-industry occupational medians include tips where applicable and do not replace local recruiting quotes or minimum-wage rules.
Internal Revenue Service · primary · accessed September 7, 2026
The 7.65% employer FICA component on wages and reported tips. Limits: The selected 11% employer load also includes authored unemployment and workers' compensation allowances; FUTA has a wage base and state credits.
U.S. Small Business Administration · primary · accessed September 7, 2026
Separating equipment, deposits and opening inventory from recurring payroll, rent, utilities and working capital. Limits: SBA provides a framework, not pizza-shop dollar benchmarks.
U.S. Small Business Administration · primary · accessed September 7, 2026
Local validation of zoning, food establishment, building, fire, signage, sales-tax and employment requirements. Limits: No city or state was selected, so no permit or fee is treated as verified.
U.S. Food and Drug Administration · primary · accessed September 7, 2026
The need to validate the actual jurisdiction's food code and inspection authority rather than claim one national restaurant permit. Limits: The FDA Food Code is a model; the applicable adopted edition and local amendments remain unknown.
Cushman & Wakefield · industry · accessed September 7, 2026
Current construction-cost context and geographic spread for the leasehold-improvement scenarios. Limits: The reference model is general in-line retail, not a 1,500 sq ft second-generation pizzeria; restaurant MEP, hood and grease requirements differ.
Cushman & Wakefield · industry · accessed September 7, 2026
National retail rent context for the authored $40 base-rent and $10 recovery allowances. Limits: A national asking-rent headline is not an effective quote for a small food-service suite and does not include all recoveries or concessions.
National Restaurant Association · industry · accessed September 7, 2026
Reasonableness context for the base food-and-packaging plus payroll load and for margin caution. Limits: Broad limited-service medians are not pizzeria targets; reported income before tax is not EBITDA and no individual model line is verified by this source.
Pizza Today · industry · accessed September 7, 2026
Channel-mix context, strong online ordering use, pizzeria competition and a cross-check on labor intensity. Limits: Operator respondents skew toward established and affluent independents; the report is not a probability-weighted benchmark for a new site.
Exact order-value sensitivity inputs: $22.38 walk-in, $35.18 national and $43.59 online; also order-channel context. Limits: Slice customers are a platform sample and the PDF does not disclose full weighting, inclusion or time-window details for every metric.
DoorDash for Merchants · vendor · accessed September 7, 2026
The selected 25% commission applied to the modeled 20% third-party delivery share. Limits: Actual contract, market, plan, discounts, menu markup, refunds and taxes can change effective economics.
Uber Help for Merchants and Restaurants · vendor · accessed September 7, 2026
Cross-check that a 25% delivery marketplace fee is within current published U.S. packages. Limits: The merchant must confirm its own applicable market and contract; pickup fees and menu-price validation differ.
A bridge to the selected 2.5% effective processing share of total net sales after excluding marketplace orders and cash sales. Limits: Actual processor, plan, card mix, refunds, tips and taxes are unverified; the 2.5% effective share is an authored blend, not Square's quoted rate.
WebstaurantStore · vendor · accessed September 7, 2026
One exact equipment price anchor within the $95,000 equipment-and-commissioning allowance. Limits: Fuel type, hood, fire suppression, gas service, freight, tax and installation must be quoted for the site.
WebstaurantStore · vendor · accessed September 7, 2026
One exact dough-equipment price and batch-capacity anchor. Limits: Recipe, daily batches, electrical service, durability and service coverage need operator validation.
WebstaurantStore · vendor · accessed September 7, 2026
One exact warewashing equipment price anchor. Limits: Local code, booster, water treatment, sinks, tables, plumbing, electrical and chemical needs are not covered.
WebstaurantStore · vendor · accessed September 7, 2026
One current flour price anchor for recipe-cost testing. Limits: Delivered wholesale contract pricing, freight and actual flour specification can differ.
WebstaurantStore · vendor · accessed September 7, 2026
One current mozzarella price anchor for recipe-cost testing. Limits: Brand, freight, regional dairy pricing, yield, trim and contract volume are unverified.
WebstaurantStore · vendor · accessed September 7, 2026
One current sauce price and serving-yield anchor for recipe-cost testing. Limits: Recipe quantity, waste, freight and contract pricing remain unverified.
WebstaurantStore · vendor · accessed September 7, 2026
One current pizza-box price anchor within the selected packaging allowance. Limits: Other sizes, liners, bags, side containers, branding, freight and waste remain unquoted.
U.S. Bureau of Labor Statistics · primary · accessed September 7, 2026
Current pricing-environment context and the need to refresh nominal local quotes. Limits: CPI is an output-price index, not a pizza recipe cost, demand forecast or permission to raise prices.
How should you compare another service business?
No measured national benchmark or comparable local sample is supplied here. Compare the actual operating scopes before comparing outputs.
Keep the comparison consistent
Opening budget and reserve coverage.
Paid owner labor and employer burden.
Daily units, travel time and operating days.
EBITDA versus cash available for distribution.
Available scenario comparisons
These compare illustrative models on StartFigures, not observed industry averages.
The base planning allocation is $445,000 for a 1,500 sq ft leased second-generation restaurant, including $110,000 of working capital. The $220,000 lower case requires a usable former pizzeria and tighter reserve. The $850,000 upper case allows major site work and a deeper reserve. These are authored scenarios, not contractor quotes.
What does the revenue forecast sell?
Revenue is net merchandise sales from completed customer orders before sales tax, pass-through tips and customer-paid delivery charges. The base mature case uses a $35.18 average order, 95 orders per day and six service days per week. Refunds and discounts reduce retained sales.
How are delivery fees treated?
The base case assigns 20% of sales to third-party marketplace delivery at a selected 25% commission. That creates a 5% blended sales cost. The case has no in-house drivers. Actual contracts, menu markups, promotions, refunds and remittance timing must replace this assumption.
Does operating break-even recover the opening investment?
No. Operating break-even is the modeled month when contribution covers monthly fixed operating costs. It excludes financing, income tax, capital replacement, working-capital timing and recovery of the original opening investment.
Is the working-capital reserve enough?
The $110,000 reserve exceeds the model's peak cumulative operating deficit, but that does not prove cash sufficiency. Construction draws, deposits, inventory, tax timing, debt service and payment settlement can create additional needs. A project-specific dated cash schedule is required.
Which local facts should be checked first?
Start with site systems and permitted use, delivered construction and equipment bids, recipe yields, local wage offers, the weekly roster, processor and delivery contracts, competitor baskets and ordinary-day order tests. Rebuild the model when those facts differ.
Does the matching Business Plan have exactly the same scope?
The available Word product covers a broader all-day café-and-pizza concept with dine-in and takeaway. This StartFigures case is a narrower limited-service pizzeria with takeout and marketplace delivery. Adapt the product before use; the full paid document's pagination and fulfillment were not verified in this research pass.
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