Experts Say Writing Style and Hidden Signals May Shape Reach

[kevin1]

Data ethics experts suggest LinkedIn’s engagement shifts may stem from implicit bias or stylistic preferences, not explicit sexism.

Some creators noted higher reach after adopting more concise, direct writing styles often stereotyped as “male,” while researchers warn that opaque AI systems can quietly amplify existing platform-wide behaviors — leaving users frustrated and confused.

[Abdul Khan]

Algorithmic reach being influenced by writing style shows how nuanced content distribution has become.

[Nahid Hossen]

Understanding hidden engagement signals is now just as important as the message itself.