LinkedIn’s algorithm may favor men’s content, prompting concerns about gender bias and visibility for women professionals.

A Melbourne-based LinkedIn coach has raised concerns that the platform’s algorithm may be limiting the reach of women’s content. The discussion has intensified after an experiment showed major differences in engagement between male and female profiles posting identical content. Is the algorithm unintentionally amplifying gender bias?

We speak with Darren Woolley from TrinityP3 to unpack the evidence behind these claims, explore the implications of LinkedIn’s denials, and break down what these changes mean for professional women trying to build visibility online. What does the shift from cumulative to daily performance graphs signal? And how worried should users be about hidden bias?

Darren also explains why women must continue posting, how to create content that cuts through algorithm changes, and what strategies can help users—particularly women—boost their reach. Plus, we look at the broader call for more diverse voices to be heard on the world’s biggest professional platform.

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