Every restaurant deserves a pricing analyst

The Telegraph’s recent article on AI menu pricing which placed Piemetrics at the heart of the discussion is insightful and timely, and it asks a question that matters: will diners accept it? We would add another: who gets access to pricing insight in the first place?

The Telegraph’s article, headlined “Restaurants risk a diner revolt over AI surge pricing”, is a well-reported look at where restaurant pricing may be heading. It begins with a £20 steak that has always cost £20, whether ordered on a rainy Tuesday lunchtime or a packed Saturday night. It is a lovely image of something diners value: a price they can trust. We value it too, and nothing Piemetrics does changes it.

Our work is not about moving prices with the clock or the queue. It is about helping a restaurateur see clearly where their menu sits in the world around it. An owner shares their menu and postcode. We compare each dish with those of the five to ten best-reviewed restaurants serving similar food nearby, and show where it sits within that local market. What happens next is always the owner’s decision.

The analyst in the back office

The Telegraph’s reporting also shows who already enjoys this kind of insight. In the US, McDonald’s analyses millions of transactions to recommend prices to its franchisees. Revenue Management Solutions supports chains such as Panera and Wingstop. Across hospitality, large groups employ analysts and revenue managers whose full-time work is understanding their market.

The chef-owner of a neighbourhood bistro has no such team. Prices are usually set late at night after service, with a supplier invoice, a calculator and a glance at the menu in the window down the street. The instinct behind those decisions is often superb. The information rarely matches it.

That gap is why Piemetrics exists. We believe the insight that has long lived inside corporate head offices should be open to every restaurant: the independent, the growing group and the established chain alike. Democratising that information does not threaten the high street. It helps the high street compete.

The quiet craft of a well-priced menu

There is real beauty in a well-priced menu. Every price is a small promise to a guest about value, and good data lets an owner see whether that promise is landing. A signature dish may be quietly undervalued against comparable kitchens nearby. A starter may sit above what the neighbourhood expects. Dine-in and delivery may each need their own prices, because the costs behind them differ.

Good insight runs in both directions. Each Piemetrics report shows where a price could rise, where it should hold and where a dish deserves rethinking. We benchmark only against well-regarded competitors, so the comparison reflects quality rather than the cheapest offer on the street. Wider industry data bears this out: in a July 2026 survey of UK managers who regularly use pricing software, 81% said it had led them to hold or cut a price they would otherwise have raised.

When pricing is done well, diners rarely notice it at all. It simply feels fair.

Why it matters now

The urgency is hard to overstate. UKHospitality has forecast 963 restaurant closures this year, roughly 19 a week, as business rates, employer National Insurance, wages and energy costs rise together. Many of those restaurants are cherished by their communities. Too often, their prices were set for an economy that no longer exists.

One London baker told us butter rose 12% in a month, and she hesitated to touch the price of her croissants. Our report showed that other premium bakeries nearby had already adjusted, so she could do the same with confidence. That is what good information does: it replaces anxiety with understanding.

Peter Backman, a respected voice in the industry, doubts that restaurants will embrace this technology. His caution is healthy. Restaurateurs are right to be wary of anything that promises to price on their behalf, which is why Piemetrics doesn’t. We offer evidence and leave the judgement with the people who know their guests best. More than 480 restaurant owners now use us in exactly that way.

Pricing that earns trust

The Telegraph is right to put trust at the centre of this debate. Diners are watching the cost of eating out closely: in the same research, 46% of UK diners said they were concerned that AI-driven pricing could put meals beyond comfortable reach. Prices that change by the hour would test that trust, and they are not something we build or recommend.

What we offer instead is steadier and, we think, more hopeful: prices grounded in the local market, set by the owner, held across the week and revised when costs genuinely change. Prices that sustain a business also keep its doors open, its team employed and its regulars returning.

The steak can stay at one price all week. Every restaurant, not only the largest, deserves the insight to know it is the right one.