An evidence-based, plain-language guide to how physical shops and online stores are built to make people spend, and to the defences that work for a busy, tired person because they do not rely on willpower in the moment. The guide explores the tactics in three settings, then sets out the defences and the regulatory picture. The physical store: the casino-style "dwell time" logic, store layout and the Gruen effect, slotting fees and eye-level placement, atmospherics, the checkout impulse zone, electronic shelf labels and dynamic pricing, and in-store facial recognition. The online store: dark patterns, manufactured urgency and scarcity, drip pricing, frictionless payment, sludge, and documented surveillance or personalised pricing. The product itself: the "pro / max / ultra" tier ladder, choice overload, shrinkflation and skimpflation, and misleading packaging. Its central argument is that knowing the tactics is not enough to resist them, because they target tiredness, fear, and confusion. The defences are therefore ranked by how little they ask of you in the moment: structural defaults first (a fixed budget or capped card, automated repeat-buys, defensive software), then one-glance habits (the unit price for commodities; the all-in lifetime cost and a feature audit for services and tech). Throughout, the guide separates what is documented from what is only feared (for example, in-store surge pricing is feared but not yet observed, while online personalised pricing is documented), and it frames the issue as systemic, with the real fix being regulation and individual awareness the route to building the constituency for it. A short note covers compulsive buying and where to find help. The guide is written to remain faithful when summarised or translated by an AI assistant, and a follow-up piece will examine the next frontier: manipulation in AI-agent shopping. References are split into peer-reviewed and reporting or policy sources. Licence: CC BY 4.0. Note on authorship: written by an independent researcher with the assistance of a generative AI conversational interface (made by Anthropic). The guide applies its own skepticism to AI assistants, which it identifies as an instance of the manufactured-closeness tactic it describes.
N Milton (Mon,) studied this question.