ModelChoice decision tree · Restaurants
Restaurant Chain Expansion Decision
Expand with a company-owned flagship, franchises, a ghost kitchen, delivery only, or not at all?
From the model’s decision tree
Best first decision: Company-Owned Flagship
The expected value of each first option when every later decision is also made well (the tree rolled back).
| First decision | Expected value | |
|---|---|---|
| Company-Owned Flagship | $155,250 | ✔ best |
| Franchise Model | $141,000 | |
| Ghost Kitchen / Delivery Only | $76,500 | |
| Don't Expand | $0 |
| Measure | Value |
|---|---|
| Expected value of the best strategy | $155,250 |
| Chance of a loss on the best strategy | 40.2% |
| Best outcome on the best strategy | $1,700,000 |
| Worst outcome on the best strategy | −$1,700,000 |
S-curve (cumulative probability) of Company-Owned Flagship from the saved simulation.
The decision
A successful regional restaurant chain (12 locations) is planning expansion into a new metropolitan market. The management team is evaluating three distinct expansion models, each with different capital requirements, control levels, and risk profiles.
Objective
Maximize expected 3-year profit. This model compares owned vs franchise vs digital-first expansion strategies with their distinct risk characteristics.
The options
- Option 1: Company-Owned Flagship ($1.5M)
Build a premium location with full brand experience. High investment but complete control. Location quality is the key risk factor. If the location proves poor, decide: rebrand, relocate, or close.
- Option 2: Franchise Model ($200K)
Lower capital via franchise fees and royalties. Key risk is franchisee quality. Weak operators can damage brand reputation. If weak, decide: provide extra support ($100K) or terminate the agreement.
- Option 3: Ghost Kitchen / Delivery Only ($250K)
Low-cost entry via delivery-only kitchen. Tests brand appeal in the market without the overhead of a full restaurant. Risk: delivery market saturation.
The decision tree
The tree has 3 decisions, 9 chance events and 25 outcomes. The best path is open: at every decision the best choice is marked, and the expected value beside each branch counts every cash flow from the start. Open any other branch to see what follows it.
DecisionChance event+$ cash flow on the branch
Company-Owned Flagship −$1,500,000expected $155,250 ✔ best
Chance: Location Quality35% Prime Locationexpected $1,080,000
Chance: Year 1 Performance (Prime)- 50% Strong Sales +$3,200,000payoff $1,700,000
- 35% Average Sales +$2,200,000payoff $700,000
- 15% Below Average +$1,400,000payoff −$100,000
40% Good Locationexpected $165,000
Chance: Year 1 Performance (Good)- 30% Strong Sales +$2,400,000payoff $900,000
- 45% Average Sales +$1,600,000payoff $100,000
- 25% Below Average +$900,000payoff −$600,000
25% Poor Locationexpected −$1,155,000
Decision: Poor Location OptionsRebrand & Relaunch −$300,000expected −$1,155,000 ✔ best
Chance: Rebrand Outcome- 35% Turnaround +$1,200,000payoff −$600,000
- 40% Marginal +$500,000payoff −$1,300,000
- 25% Still Failing +$100,000payoff −$1,700,000
- Close & Relocate +$200,000payoff −$1,300,000
- Close Permanently +$50,000payoff −$1,450,000
Franchise Model −$200,000expected $141,000
Chance: Franchisee Quality30% Experienced Operatorexpected $445,000
Chance: Performance (Experienced)- 50% Exceeds Standards +$800,000payoff $600,000
- 40% Meets Standards +$550,000payoff $350,000
- 10% Underperforms +$250,000payoff $50,000
50% Average Operatorexpected $75,000
Chance: Performance (Average)- 45% Meets Standards +$450,000payoff $250,000
- 40% Below Standards +$200,000payoff $0
- 15% Fails −$50,000payoff −$250,000
20% Weak Operatorexpected −$150,000
Decision: Weak Franchisee OptionsProvide Extra Support −$100,000expected −$150,000 ✔ best
Chance: Support Outcome- 40% Improves +$300,000payoff $0
- 60% No Change +$50,000payoff −$250,000
- Terminate Agreement −$30,000payoff −$230,000
Ghost Kitchen / Delivery Only −$250,000expected $76,500
Chance: Delivery Demand- 25% High Volume +$600,000payoff $350,000
- 45% Medium Volume +$350,000payoff $100,000
- 20% Low Volume +$120,000payoff −$130,000
- 10% Market Saturated −$50,000payoff −$300,000
- Don't Expandpayoff $0
Change the numbers. Open the workbook with ModelChoice, change a probability or a cost in the tree, and the best decision updates at once.
Key assumptions
| Assumption | Value | Notes |
|---|---|---|
| Flagship Build-Out | $1,500,000 | Lease, renovation, equipment, marketing |
| Franchise Setup Cost | $200,000 | Legal, training, support systems |
| Ghost Kitchen Setup | $250,000 | Kitchen lease, equipment, app integration |
| Rebrand Cost | $300,000 | Menu refresh, marketing, renovation |
| Extra Franchise Support | $100,000 | Training, management oversight |
| Flagship Best Case (3yr) | $3,200,000 | Prime location + strong sales |
| Franchise Best Case (3yr) | $800,000 | Experienced operator, exceeds standards |
| Ghost Kitchen Best Case (3yr) | $600,000 | High delivery volume |
| Poor Location Probability | 25% | Site selection risk |
The figures are illustrative: the companies and numbers are invented for teaching.
Try it in ModelChoice
- Strategy Table. Compare owned, franchise, and ghost kitchen strategies
- Sensitivity Analysis. How does location quality affect flagship profitability?
- Risk Profile. Is the franchise model's lower variance worth lower expected return?
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Further reading
Download the workbook and open it with ModelChoice. The free trial opens every example.
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An illustrative example: the figures are invented for teaching. Last updated 9 October 2026.