The Amazon Prime lawsuit that resulted in a $2.5 billion FTC settlement was notable for a lot of reasons, but mostly for this: it named specific design techniques Amazon used to trap people in subscriptions and make cancellation deliberately difficult. Those techniques have names. They're used across dozens of industries. And once you know what they're called, you'll see them everywhere.

This is the playbook.

The dark pattern dictionary

The FTC calls these "dark patterns" — design choices that appear user-friendly but are engineered to produce outcomes that benefit the company at the user's expense. Here are the most common ones in the subscription context:

The Roach Motel
Easy to check in, impossible to check out. Signing up takes 30 seconds; canceling requires navigating three menus, talking to a chat agent, and waiting on hold. The asymmetry is intentional.
Confirmshaming
The cancel button says "Cancel my membership" and the stay button says "No thanks, I don't want to save money." The language is designed to make you feel bad for leaving. It works more than it should.
Hidden costs / drip pricing
You sign up for $9.99/month. Then you see the $3 service fee. Then the $2 "convenience fee." Then the $1.50 for paper billing. Each charge is disclosed — technically — but only after you're committed.
Forced continuity
A free trial that converts to a paid subscription without a clear, timed reminder. The trial end date is buried in the confirmation email. The charge appears a month later when you've forgotten entirely.
The save offer gauntlet
You click cancel. You get an offer. You decline. You get another offer. You decline again. You get a "are you sure?" screen. Then a final "we'd hate to see you go" page. By the time you're done, 8 minutes have passed and some people give up.
Misdirection
The "cancel" button is gray and small. The "keep my subscription" button is green and large. Visual hierarchy is being used against you.
Pre-checked opt-ins
During checkout, there's a box already checked that adds a subscription to your order. You have to actively uncheck it. Most people don't notice it.

Why these are increasingly illegal

The FTC's "click-to-cancel" rule, finalized in 2024, requires that cancellation be at least as easy as enrollment. If you signed up online, you must be able to cancel online. No mandatory phone calls. No mandatory chat agents. This is a direct response to the Amazon Prime pattern.

Several states have gone further — California, New York, and others have specific automatic renewal laws that require clear disclosure, affirmative consent, and easy cancellation for subscription services.

If a company is making cancellation deliberately hard and you can document it (screenshots help), that's potentially actionable under the FTC rule or your state's consumer protection laws. File a complaint at ReportFraud.ftc.gov.

How to protect yourself right now

  • Use a virtual card number (most major banks offer these) for free trials — you can cancel the virtual card and the subscription dies with it.
  • Set a calendar reminder the day before any trial ends, not the day of.
  • Screenshot the cancellation confirmation. Some companies "lose" cancellations and continue charging.
  • Check your bank statements quarterly for charges you don't recognize — subscription creep is real and it adds up.
  • If you can't cancel online, send a cancellation email and keep a copy. Written notice creates a paper trail.

The bottom line

These aren't bugs. They're features — deliberately designed, A/B tested, and optimized to maximize the number of people who stay subscribed longer than they intended. Knowing the playbook doesn't make you immune, but it makes you a harder target. And if a company has already caught you, there's a reasonable chance a class action has been filed about it.