LinkedIn

Ripping you off Stage 3

LinkedIn’s network effect is the product: you stay because employers and peers are there. In 2025 it began training AI on member data and sharing more with Microsoft for ads. Stage 3.

The promise

Its first promise, and how much is kept · Scoring

80% kept

“With LinkedIn, you find the people, jobs and services you need through the people you know and trust”
LinkedIn homepage, 2005 1 extraction criterion met.

Why it’s rated 3

The criteria it meets, with sources · Method

Alignment 0 of 3
None
Lock-in 1 of 4
  • L1 Network or reputation
Extraction 1 of 7
Decline 0 of 3
None

Result Two or more extraction criteria, or lock-in plus at least one, so stage 3.

News signals

Sourced reporting, tagged by strategy