The Behavioral Advertising Map
The four-stage machine
that turns attention into
money — decoded.
Modern advertising runs an extractive assembly line: find your vulnerabilities, set the hook, spring the trap, then squeeze. This is a field guide to every move — with a source and an honest strength rating behind each claim.
The assembly line
Four stages, one extraction.
The Vulnerabilities
The cognitive openings every persuasion exploits.
2 tactics in the Decoder → 02The Hook
How attention is caught and held.
5 tactics in the Decoder → 03The Trap
How leaving is made to cost more than staying.
3 tactics in the Decoder → 04The Squeeze
How the value gets extracted once you can’t easily go.
3 tactics in the Decoder →A lens through all four stages
The Confidence Trap.
Run the same machine on your self-image and a loop appears: you’re wired to compare, the feed serves an endless stream of idealised lives to compare against, likes turn approval into a score it controls, then it sells you the cure to the insecurity it created. We map how ads and social media make you feel inferior to keep you on the platform — with the honest caveat that the population-level harm is genuinely contested.
Map the Confidence Trap — 5 tactics across the four stages →
Why this one is different
Evidence strength is on the label.
A tool that decodes manipulation has no business manipulating you. Every citation here is tagged robust, mixed, contested, or metaphor — so you can see exactly how well-supported each claim is. Some famous ideas (ego depletion, the “dopamine hit”) are flagged precisely because the science didn’t hold up. That honesty is the point.