Why do promised timelines slip?

The polite theory says delays are entropy: systems are hard, banks are slow, support is understaffed. The measured reality got a name from the FTC in September 2022, when its Bringing Dark Patterns to Light report catalogued the design tactics of the subscription economy, and “making it difficult to cancel” sat near the top of the list. Dark patterns are friction that has been assigned a revenue target.

How do you tell engineered friction from ordinary incompetence? By its distribution. Incompetence is random: a chaotic company should lose your signup as often as it loses your cancellation, overcharge and undercharge you in equal measure, deliver refunds early as often as late. Find me the company whose refunds arrive faster than promised at scale. The friction in every case measured below faces one direction, the direction where delay earns interest, breakage, and one more billing cycle. Randomness would spread those failures evenly. A lean this consistent is what design looks like from outside the building.

On 25 September 2025, four days into a federal jury trial, Amazon paid $2.5 billion to settle the FTC’s Prime case: a $1 billion penalty plus $1.5 billion in refunds to roughly 35 million people. The subject was Prime’s cancellation flow. Enrolling took one or two clicks. Cancelling took four pages, six clicks, and fifteen options, and Amazon’s own designers had a name for it: the Iliad Flow, after a war that ran ten years.

The revenue math behind that design is published. Economists Einav, Klopack and Mahoney, using payment-card data across ten subscription services (NBER w31547, later in the American Economic Review), found cancellations spike in the months a replacement card forces subscribers to actively renew: people were paying because they had stopped noticing. Their estimate: consumer inattention raises seller revenue by 14% to over 200%, roughly doubling it on average. The forgetting is a line item. On the household side, C+R Research (2022) asked people to estimate their monthly subscription spend: the guess averaged $86, the actual figure $219.

Even the remedy has a gap between promised and delivered. The FTC adopted a Click-to-Cancel rule on 16 October 2024: cancel as easily as you enrolled. Full compliance was due 14 July 2025. On 8 July 2025, six days before that deadline, the Eighth Circuit vacated the entire rule on procedural grounds. As of this writing, July 2026, the FTC is back at the advance-notice stage, the 1973 rule is what federally remains, and the operative click-to-cancel law in America is California’s AB 2863, covering contracts from 1 July 2025. Promised nationwide in 2024. Delivered, so far, in one state. The thesis of this entry applies to its own regulation.

Regulation reaches a giant every few years, with subpoenas. Everything smaller gets measured, if at all, by the people living it. So we fed PayPal’s headline promise, refunds take 3-5 business days, through the pipeline: 50 admissible reports, and a finding of 2 to 10 days, often longer. The engineering here hides in the fine print and the status bar. PayPal’s own help page concedes, in the same paragraph as the promise, that card refunds “may take up to 30 days.” And the tracker plays a definition game the testimony catches red-handed:

Read the first quote again. Completed means the money left PayPal, a status that measures the company’s obligation and calls it your outcome. The second quote states the asymmetry better than any economist: your money leaves in seconds, returns in “3-5 working days,” and nobody offers you the reverse terms. The gap is stable, and the reality-gap guide explains what a stable gap usually means: design rather than weather.