Dynamic Pricing

AI recommends restaurant-specific menu prices based on estimated local willingness to pay.

Business impact

• menu price variation across restaurants — The article reports that the same Big Mac could cost about 21% more at one Fresno location than another nearby location.

Data requirements

• local customer behavior data (tabular) — The platform evaluates customer behavior at the local restaurant level.

AI methods and techniques

• customer willingness-to-pay estimation — The platform uses local behavior signals to estimate what customers in each location may be willing to pay.
• sensitivity scoring — It assigns restaurants sensitivity ratings that summarize how price-sensitive the location appears to be.

Industries

Real-world evidence

2 documented case studies on record.

Companies using this: Instacart, McDonald's.