Dark pattern

The definition turns on cost rather than on truth, which is why so many arguments about it go nowhere. Almost none of these designs contain a false statement — the total is on the screen, the terms are linked, the decline button exists. What is arranged is the effort: one path takes a click and the other takes six, one option is a filled button and the other is grey text, one number is in the heading and the other is in a clause.

Harry Brignull named the category in 2010 and renamed it to deceptive patterns in 2023; the European Data Protection Board made the same move in the second version of its guidelines. The rename matters for a practical reason rather than a stylistic one. Dark implies intent, and intent is the one thing an outside observer cannot establish and no instrument requires them to.

Data Nexus separates these from persuasion on a single test: whether every number is disclosed in the unit of the decision the buyer is making. A rate is not a unit of decision. A monthly instalment is not a unit of decision. A balance in tokens is not a unit of decision.

Treating it as an ethics question when the exposure is contractual

The usual debate is about whether a pattern is manipulative, which cannot be settled and does not need to be. The consequence arrives from the payment schemes long before a regulator forms a view: disputes are computed monthly whether anyone complains or not, and a transaction the buyer did not intend is a dispute. A business arguing about intent has already lost the argument that decides its acquiring.

Conversion rate

The share of a defined population that completed a defined action — meaningless until both the population and the action are stated.

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Funnel

An ordered model of the steps between first contact and purchase, used to locate where people stop rather than to describe how they think.

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Drip pricing

Revealing mandatory charges one screen at a time, so the price a buyer compares is never the price they pay.

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Dispute ratio

Disputed transactions as a share of settled ones, computed monthly by the card schemes — the one number in commerce with an automatic consequence attached.

All forty-five termsWhat this is regulated by in the UAE

Is this one right in your own numbers?

The definitions are the easy part. Whether the figure on your dashboard was computed this way is a different question, and usually the more expensive one.