Behavioral Advertising Map

← Decoder · The Squeeze

The Squeeze Goal: extraction Metaphor — A framing or analogy — useful, but not an established mechanism.

Enshittification (the value-shift squeeze)

also: platform decay · value clawback · extraction phase

Once you are locked in, the platform reallocates value in stages: first it is good to users; then it abuses users to favor business customers; then it abuses those business customers to claw value back for itself — degrading the product because leaving has become costly.

Vulnerabilities it exploits

  • Status-quo bias & the default effect

    Robust evidence strength: Well-replicated or backed by strong primary evidence.

    Samuelson & Zeckhauser (1988); Johnson & Goldstein, “Do Defaults Save Lives?” Science (2003)

    People disproportionately stick with pre-selected options. The default effect is robust and economically large (e.g., organ-donation opt-in vs. opt-out), which is exactly why pre-checked boxes and opt-out defaults are so powerful.

  • Sunk-cost fallacy

    Mixed evidence strength: Cited, but of uneven or debated replication strength.

    Arkes & Blumer, “The Psychology of Sunk Cost,” Organizational Behavior and Human Decision Processes (1985)

    Prior irrecoverable investment (time, money, data) biases people toward continuing. Well-documented in lab settings; field magnitude varies. Relevant to lock-in: accumulated history inside a platform feels like a sunk cost that raises the felt price of leaving.

The evidence

What we actually know

Cory Doctorow (2023) Metaphor / analogy evidence strength: A framing or analogy, not an empirically established mechanism.

“The ‘Enshittification’ of TikTok (and everything else)”

Wired

Coined the canonical three-stage lifecycle: platforms are good to users, then abuse users for business customers, then abuse business customers for themselves. A journalistic/activist thesis (ADS 2023 Word of the Year) — a framework, not peer-reviewed proof.

Shoshana Zuboff (2019) Contested evidence strength: Failed or seriously challenged replication — flagged, not settled.

“The Age of Surveillance Capitalism”

PublicAffairs

Names an ‘extraction imperative’ by which firms claim human experience as raw material. Hugely influential as a theoretical lens, but contested in parts (economists dispute the ‘behavioral futures market’ framing).

In the wild

  • A feed that once showed you what you followed is steadily filled with ads and ‘recommended’ content, and reach you used to get free is now sold back to you.

    Cory Doctorow’s framing of how platforms ‘die’ (Wired, Jan. 2023).

  • Quality-of-life features removed or paywalled after a service has captured its audience.

The antidotes

What helps

Evidence-backed

  • Interoperability and a guaranteed ‘right of exit’ are Doctorow’s prescribed fixes — they re-cut the switching costs that make the squeeze possible.

Practical / common-sense

  • Keep an exit ready: export your data, maintain off-platform contact with people you value, and avoid single points of dependence.

Where the law stands

Different rules in different places

The rules are not the same everywhere — and they move. We show each jurisdiction separately rather than implying one global rulebook.

  • EUIn force

    Digital Markets Act (interoperability / data portability)

    Portability and interoperability obligations are the closest regulatory counter to lock-in-enabled value clawback.