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November 21, 2025

Scroll your LinkedIn feed this week, and you might see some unusual experiments going on. Women have been changing their names (from “Lucy” to “Luke”), adding a mustache to a profile photo, and changing the gender on their profiles. Anecdotally, some of these LinkedIn sleuths found some stark results.


Lucy Ferguson, who changed her name for 24 hours, said impressions of her content went up 818% compared to the prior seven days. Rosie Taylor changed her gender settings to male and, with no other changes, says her people reached stat rose 220%. Cass Cooper said she tried it out—and her own visibility dropped, which she attributed to the intersection of gender and race as her profile now registered her as a Black man.


LinkedIn was, unsurprisingly, concerned about this trending topic. Sakshi Jain, the platform’s head of responsible AI and AI governance, published a blog post responding to the trend. She said that LinkedIn’s “algorithm and AI systems do not use demographic information (such as age, race, or gender) as a signal to determine the visibility of content, profile, or posts in the feed.” Instead, she wrote, signals including position, industry, network, and activity are used to determine what content shows up in the LinkedIn feed. And she argued that side-by-side snapshots are not a reliable measure, as volume of content shared on LinkedIn grows exponentially.


LinkedIn’s algorithm is no doubt complex, and if the platform is outright saying it does not use gender, race, or age as signals to determine the visibility of content, that’s probably true. Jain’s post also outlined ways LinkedIn tries to ensure bias is not baked into new products or features before they launch. If it’s relying on signals like position and network, of course men have an advantage due to systemic bias beyond one tech platform. If men have a leg up in the business world, they’d have one on the business social media platform.


Still, we know unconscious bias seeps into tech platforms, despite the best efforts of many passionate advocates in the tech industry. And in the AI era, the potential for bias is even more significant, from AI hiring software to content moderation; LinkedIn (owned by Microsoft) is certainly aware of that, given its response to this conversation came from its head of responsible AI.


Have any of you participated in the trend? Have you changed your profile or gender settings on LinkedIn? What did you find? Did it seem as if your reach increased, or did you see any other changes? I’d love to hear about your experience—send a note to my email below (it may be in a future newsletter).


Emma Hinchliffe
emma.hinchliffe@coins2day.com


The Most Powerful Women Daily newsletter is Coins2Day’s daily briefing for and about the women leading the business world. Subscribe here.



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ALSO IN THE HEADLINES


A nursing shortage is about to get worse. The Department of Education narrowed its list of what's considered a professional degree eligible for up to $200,000 in federal student loans, a change that came with Trump's "Big Beautiful Bill." Degrees for nursing, physical therapy, and physician assistants no longer qualify—which means students hoping to enter these female-dominated professions would have to take out high-interest private loans. Yahoo


Japan's new PM is in a row with China. Sanae Takaichi made comments defending Taiwan, a cause she had championed as a lawmaker. China is urging its citizens not to visit Japan and may restrict imports of Japanese seafood. The crisis threatens to overwhelm the nascent administration of Japan's first female prime minister. NYT


Can the NWSL keep its biggest stars?  Compared to other women's sports, the National Women's Soccer League faces the most international competition to retain its top players. Trinity Rodman is entertaining an offer from the Super League—and while NWSL commissioner Jessica Berman says the league will fight to keep her, salary cap limits may prevent the NWSL from holding on to one of its best-known players. The Athletic


Peek just raised $70 million and made two acquisitions.  Founded by CEO Ruzwana Bashir, Peek is an operating system for experiences, like tours and museums. It acquired ACME Ticketing and Connect&GO. 


Colleen Hoover took over Hollywood. The It Ends With Us  author (who doesn't like to tell people she wrote that book anymore, after the movie's legal drama) has three movies out in a row over the next several months. The bestselling author-turned-movie mogul has a production company called Heartbones Entertainment that she never even announced. Elle


More on Larry Summers and Epstein.  Student newspaper the Harvard Crimson keeps reporting new revelations about the former university president's relationship with Jeffrey Epstein. He and his new wife visited Epstein's private island during their 2005 honeymoon, the paper reports. Plus, the WSJ  examines how Summers' power kept him from being ensnared by Epstein until now. 


ON MY RADAR


I was New York City’s first female fire commissioner. It’s time to stop asking women to ‘fit the room’ and just fix the room instead Coins2Day


Mexico wins Miss Universe pageant marred by scandal NYT


How Jenni Kayne built a $140 million business on California chic Inc. 



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PARTING WORDS


"I am not concerned about an AI bubble. I do think that those who are thinking that way are a bit too shortsighted. They don’t really see the power of the technology."


— AMD CEO Lisa Su


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