The Pulse
McDonald’s AI Pricing Tool Advises Nearly 14,000 Restaurants
McDonald’s pricing engine analyzes millions of daily transactions and recommends menu prices for nearly 14,000 restaurants. Reuters found the system has widened some price differences between nearby stores and reported tensions over franchi
AI.info Team · Written with AI ·
On September 29, Reuters reported that McDonald’s pricing engine analyzes millions of daily transactions across nearly 14,000 restaurants and recommends what the company calls the “optimal price” for each menu item at each location. The system draws on machine-learning algorithms and estimates how much customers in an area are willing to pay. Its recommendations can differ from store to store, even within the same neighborhood.
The pricing engine does not set an individual customer’s price at checkout. It advises on menu prices by restaurant, while McDonald’s says franchisees retain the right to choose the final price. Reuters’ reporting describes a widening gap between that formal discretion and what some owners say they experience in practice.
Nearby Fresno stores list different Big Mac prices
A September check of McDonald’s prices in its mobile app found a Big Mac listed for $5.69 at one company-run restaurant in Fresno, California, and $6.89 at another company-run store two miles away. The higher price was about 21% more. Reuters could not establish whether the pricing engine caused that difference or whether other factors were responsible.
Three franchisees told Reuters that the tool had widened existing differences in prices for the same item between restaurants, including stores close to one another. Screenshots of the franchisee interface showed a store labeled “MEDIUM SENSITIVITY to Price,” with the assessment partly based on “customer willingness to pay in your area.” The platform also collects public menu prices from nearby competitors, including Wendy’s and Burger King; both chains said they do not use AI to make pricing decisions.
McDonald’s says owners choose the final price
McDonald’s says its franchisees are free to set their own prices and describes the pricing portal as a source of recommendations, not a requirement. Five restaurant owners told Reuters the company had pressured them to use the tools. Company documents reviewed by Reuters show that McDonald’s sends guidance at least three times a year and tracks franchisees’ departures from its recommendations.
A January business-standards change required franchisees to be “constructively engaging with McDonald’s approved Pricing Consultant and Tools,” according to an internal communication reviewed by Reuters. Former store owner Karen King, who retired from the franchise system last summer, described calls from corporate officers when owners strayed from guidance.
“You don’t really have much of a choice anymore”
Karen King, former McDonald’s store owner, quoted by Reuters
McDonald’s told Reuters that costs and other factors differ among restaurants, including stores a few miles apart that may serve distinct markets. The company called the portal “a tool, not a mandate” intended to offer restaurant-specific recommendations and help franchisees make informed decisions. It also rejected Reuters’ characterization of its practices as controversial.
Pricing advice carries franchise and antitrust tension
The incentives are not identical. McDonald’s earns most of its revenue from a percentage of franchisees’ sales, while owners must also manage store-level costs such as wages and rent. Reuters cited National Restaurant Association estimates that those expenses have risen 36% since 2019. Franchisees told the news agency that the system had pushed sharp increases during the inflation surge, but more recently had recommended more restrained pricing, including some reductions.
McDonald’s works with Tiger Analytics, which operates the pricing platform, according to two former Tiger employees interviewed by Reuters. They said the company supplies rules and targets for the recommendations. Examples included focusing increases on items that had gone at least two years without one, limiting increases to items already raised in at least 30% of stores, and excluding ice cream and drinks from summer increases.
The portal’s terms warn franchisees that they “may be competitors of each other” and tell users to comply with antitrust and competition laws. That warning reflects a legal concern, not evidence that regulators have found McDonald’s engaged in illegal coordination. Reuters reported that legal experts differed on the level of risk: some pointed to scrutiny of algorithmic pricing, while others said brands have wide latitude to influence franchisee prices. The Federal Trade Commission and the Justice Department did not respond to Reuters’ requests for comment.
The $18 meal that sharpened attention
In 2023, the pricing tools suggested a price of about $18 for a Big Mac meal at a Connecticut restaurant near a state turnpike, according to a franchisee’s lawsuit. Reuters could not independently verify what the tool recommended in that case. McDonald’s disputes the lawsuit, which alleges the company tried to push the owner out of its franchise system for discriminatory reasons.
The episode helps explain why a recommendation system built to assess local demand now draws attention beyond restaurant operations. Its output can influence prices at individual stores, but owners make the final call, McDonald’s says; Reuters’ reporting documents both that stated freedom and franchisees’ accounts of pressure to follow corporate guidance.