1409: Lindsay Owens | How Your Own Data Is Used to Overcharge You

What It Covers

Lindsay Owens, author and economic policy researcher, explains how algorithmic pricing tools, surveillance data, and repair lockouts systematically extract more money from consumers. From RealPage coordinating apartment rents to Instacart charging 23% more for identical groceries, the fixed public price tag is disappearing and being replaced by personalized pricing engineered against individual shoppers.

Key Questions Answered

• •Algorithmic Rent Coordination: RealPage, a Texas-based real estate software company, allegedly facilitated rent price-fixing across thousands of landlords by recommending prices derived from pooled competitor data. The software actively discouraged discounting and encouraged leaving units vacant rather than lowering rents. Human "pricing advisers" called landlords to ensure compliance with recommendations, transforming what appeared to be neutral market data into coordinated price elevation.
• •Instacart Surveillance Pricing: A study of 400+ shoppers buying identical 23-item baskets across four cities found price variation on 75% of items, with differences reaching 23% for the same product. Extrapolated across a household's annual grocery spend, a 7% average premium equals roughly $1,200 per year. Instacart attributed differences to routine pricing tests, then quietly acquired the AI company running those experiments after public backlash.
• •Comparison Shopping Requires New Tactics: Standard brand-to-brand price comparison is now insufficient. Consumers should compare the same item logged in versus logged out, on the app versus the website versus in-store, and with versus without loyalty program credentials attached. Loyalty programs can produce a "loyalty penalty" where accumulated behavioral data confirms purchase certainty, eliminating any incentive for the retailer to offer discounts.
• •Right to Repair Is a Pricing Issue: When manufacturers lock repair access through proprietary software, they create a daisy chain of price extraction: overcharge on purchase, overcharge on parts, monopolize labor, then force repurchase. John Deere has stated farmers do not own the software in their tractors. Threatening to void warranties for third-party repairs is illegal under existing law, though companies continue the practice routinely.
• •Dynamic Pricing Shifts from Scarcity to Exploitation: Traditional dynamic pricing managed genuinely scarce resources like airline seats. The current expansion into fast food, casino sundry stores, and grocery apps has no scarcity rationale. Companies now use it to identify and monetize urgency and desperation, such as a parent searching for fever medication or a teenager needing a prom dress same-day, regardless of the shopper's income level.
• •Surveillance Pricing Extends to Wages: The same data profiling used to maximize what consumers pay is applied in reverse to minimize what workers earn. An experiment with seven Uber drivers showed identical rides offered at different pay rates based on inferred driver desperation. Travel nurse shift platforms use reverse auctions where the lowest wage bid wins, creating financial pressure that pushes fatigued workers to accept underpaid shifts.