Personalized pricing is increasingly influencing what customers see online and what they ultimately pay, according to Lindsay Owens, president and CEO of the nonprofit Groundwork Collaborative. In a recent conversation, she said the growing use of shopper data is reshaping recommendations, offers and price tags in subtle but powerful ways.
What personalized pricing looks like
Owens described how companies collect extensive information on browsing and buying habits, voice assistant interactions and even location data to build profiles of consumers. A new Amazon feature called About You shows shoppers a list of inferred traits and preferences pulled from their activity.
Users can review and suggest corrections, which Owens said effectively helps fine-tune the company’s algorithms.
While such data can improve product suggestions, Owens warned it can also feed pricing strategies that vary by person. The concern is that two customers might see different prices for the same item based on signals like repeat purchases or signs of urgency.
How companies use data to set prices
Owens said personalized pricing, sometimes called surveillance pricing, aims to match offers to an individual’s willingness to pay. If a retailer expects a shopper to complete a purchase without an incentive, it may withhold a discount.
If data suggests urgency, the price presented could be higher. She noted examples that have surfaced over the years, including:
- Travel bookings that appeared to cost more for users logging in from wealthier areas.
- Retail apps that adjusted prices as a shopper approached a store.
- Patented in-store technologies designed to change shelf prices dynamically based on items already in a customer’s cart.
Owens emphasized that while companies do not always deploy every capability they patent, the tools exist and are expanding beyond websites into apps, scan-and-go systems and smart grocery carts.
Why personalized pricing matters for consumers
The rise of personalized pricing raises both privacy and pocketbook concerns, Owens said. For generations, shoppers relied on posted prices to compare options and keep markets competitive.
If price tags differ by person, transparency erodes, comparison shopping becomes harder and competition can weaken. Owens worries this trend could undermine the idea of a fair price and leave consumers paying more overall.
She encouraged awareness of the data trails customers leave behind and the potential ways that information can influence what products they see, when discounts appear and how much they are ultimately asked to pay. For many households already relying on credit to cover essentials, including more college students using credit cards for basic needs, even small price differences can add up over time.
