Brinley Institute
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Synthetic Engagement

Manufactured likes, views, connections, and follower activity inflating platform signals.

T2 — Journalism / surveylinkedin
85% confidence

LinkedIn's 2022 Transparency Report disclosed that the platform identifies and removes coordinated inauthentic behavior, including networks of fake accounts used to artificially inflate engagement metrics such as connection counts, post reactions, and page followers. LinkedIn uses behavioral signals and graph analysis to detect accounts operating in coordinated patterns inconsistent with genuine user behavior.

· 2022

LinkedIn· Dec 2022
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