[4][6] Bloom received a bachelor's degree from UCLA, where she graduated Phi Beta Kappa and was National College Debate Champion.

[9] While at her mother’s firm, Bloom also filed a child sexual abuse suit against the Roman Catholic Church and sued the LAPD.

[15] Amid a series of sexual abuse allegations against powerful men in entertainment and media, and following a BuzzFeed report detailing a sexual harassment settlement[16] paid out of Representative John Conyers’ office budget, Bloom represented Marion Brown, who spoke to BuzzFeed off the record and later came forward publicly to allege harassment by Conyers.

[20] During the 2016 U.S. presidential election, Bloom offered to represent four women who alleged sexual misconduct by then-presidential candidate Donald Trump.

[26] Bloom received significant media attention after film producer Harvey Weinstein was accused of sexual misconduct in October 2017.

[28][29] On October 7, 2017, two days after the initial article on sexual misconduct in The New York Times, Bloom stepped down from her advisory role amid mounting public criticism and friction with The Weinstein Company's board.

[19] In Farrow's 2019 book, he further claims that Bloom would report any information gleaned about his investigation back to Weinstein, and that she admitted to being "his people".

[32] A 2019 book by reporters Jodi Kantor and Megan Twohey contains a 2016 memo from Bloom, as well as 2017 billing statements for services rendered on Weinstein's behalf.

[35] Variety later reported that Bloom "was only aware of accusations of verbal remarks, behaviors, and temper tantrums" when she began advising Weinstein, and was unaware of more serious allegations of rape and sexual assault.

Holder had retained Bloom after accusing Fox News Latino Vice President Francisco Cortes of sexual assault.

For her part, Greene called Bloom "deceptive" for presenting her with a contract for media representation after a meeting focused primarily on legal services.

Martin Chitwood denied the allegations, claiming they were a tactic to prevent the enforcement of the parties' prenuptial agreement and force a settlement.

Martin Chitwood refused to settle, and on August 31, 2017, after a five-week civil trial, a twelve-person jury found him not liable for the claim Bloom brought against him.

[45] Bloom and her firm represented male model Jason Boyce in his lawsuit against fashion photographer Bruce Weber among other people in New York State Supreme Court in December 2017.

[55] Bloom has written three books, including Think: Straight Talk for Women to Stay Smart in a Dumbed-Down World, from 2011, and Swagger: 10 Urgent Rules for Raising Boys in an Era of Failing Schools, Mass Joblessness, and Thug Culture, from 2012.

[56][57][58] In early 2017, The Weinstein Company and Jay-Z announced plans to adapt Bloom's 2014 book, Suspicion Nation: The Inside Story of the Trayvon Martin Injustice and Why We Continue to Repeat It, into a six-part documentary series.