McDonald's Leverages AI for Menu Pricing, Raising Franchisee and Regulatory Concerns

McDonald's is increasingly using an artificial intelligence platform to guide menu prices across its nearly 14,000 U.S. restaurants, analyzing millions of daily transactions to recommend an "optimal price" for every item at each location. The strategy, which aims to boost corporate profits, is creating tension with franchisees and attracting potential regulatory scrutiny, according to a Reuters report based on internal documents and interviews with sources familiar with the matter.

How the AI Pricing Engine Works

The system employs machine-learning algorithms to analyze vast amounts of data, including transaction history and a key metric described as "customer willingness to pay in your area," according to screenshots of the franchisee interface reviewed by Reuters. The platform also incorporates public pricing data from nearby competitors like Wendy's and Burger King, which told Reuters they do not use AI for pricing decisions.

This AI-driven approach has reportedly widened price disparities between restaurants, even those in close proximity. A Reuters check in September found one company-owned McDonald's in Fresno, California, sold a Big Mac for $5.69, while another location just two miles away charged $6.89 — a 21% premium.

Franchisee Friction and Corporate Pressure

While McDonald's maintains that franchisees are free to set their own prices, five store owners told Reuters they feel pressured to adopt the AI-generated recommendations. The company's new business standards, effective in January, require franchisees to be "constructively engaging with McDonald’s approved Pricing Consultant and Tools," according to an internal memo.

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This has highlighted a core conflict in the business model. Corporate headquarters primarily earns revenue from a percentage of franchisees' total sales, incentivizing lower prices to drive customer traffic. Franchisees, however, are focused on profit margins to cover rising operational expenses, which the National Restaurant Association estimates are up 36% since 2019. According to a document from June, McDonald's tracks franchisees' deviations from the pricing guidance in detail.

Regulatory and Reputational Risks

The strategy carries potential legal and public relations risks. McDonald's own terms of service for the pricing portal warn franchisees that they "may be competitors of each other" and must comply with antitrust laws, language one former FTC commissioner called "an acknowledgment there’s a potential problem."

Other companies have faced public backlash for similar algorithmic pricing strategies. The new system also comes after a McDonald's franchisee in Connecticut went viral for charging nearly $18 for a Big Mac meal, a price reportedly suggested by the company's pricing tools. Despite the pricing optimization efforts, U.S. foot traffic at McDonald’s has declined year-over-year every month since March, according to data from analytics firm Placer.ai.