The clearest way to understand dynamic pricing is to look at where it is already part of daily life. Most consumers accept it in some industries (airlines, hotels) and resent it in others (groceries, subscription services). The line between accepted and resented is mostly about expectation — predictable price categories make dynamic pricing feel manipulative.
Industries where dynamic pricing is normal
- Airlines. A ticket from New York to Los Angeles can cost $180 or $680 depending on booking date, day of week, and remaining seats. Customers expect this and shop around accordingly.
- Hotels. Same room, very different prices during a conference week versus a quiet Tuesday. Revenue management software optimizes per-night pricing across thousands of rooms.
- Ride-sharing. Uber and Lyft surge pricing during peak demand. Customers see the multiplier before booking, which keeps the practice acceptable.
- Event tickets. Concert and sports tickets adjust on the primary market and explode on secondary markets. Resale platforms operate as pure dynamic-pricing engines.
Industries where it works quietly
- Amazon. Prices on millions of products change throughout the day in response to competitor pricing and demand signals. Most shoppers never notice.
- Ecommerce marketplaces. Algorithmic repricing tools adjust seller prices automatically to stay competitive within a tracked range.
- Gas stations. Daily price adjustments based on wholesale cost and regional competitive pressure.
Where customers push back
Coca-Cola tried personalized pricing in vending machines in 1999 (raising prices on hot days). The backlash killed the project before it scaled. Wendy's announced dynamic pricing for menu items in 2024 and walked it back within days. The pattern is consistent: when a category traditionally has stable prices, customers experience dynamic pricing as exploitation, not optimization.
For subscription merchants
The lesson from these examples is clear: dynamic pricing works in categories where customers expect variability (travel, events, peak-demand services) and fails in categories where they don't (groceries, fast food, subscription boxes). For most Shopify subscription stores, the right move is tiered pricing — multiple transparent options the customer chooses — rather than dynamic pricing that shifts under them. See dynamic pricing for the strategy view.