Page Six was the first to report the shocking news in March, citing an anonymous source.
"He's now in Miami getting ready for baseball season, and she's filming her movie in the Dominican Republic," the source told Page Six.
The breakup was also confirmed by TMZ, E! News, and People. A source told People that the split "has been a long time coming" for the two stars.
The following day, the couple shared a joint statement with People and said: "We are working through some things."
An anonymous source also told the publication that "they never officially broke up and talked about it but are still together. They hit a rough patch. But were not broken up."
Breakup speculation reemerged in April 2021 when Lopez posted a series of photos on Instagram sans her engagement ring.
Lopez and Rodriguez first met at a baseball game in 2005 and reconnected in 2016. They started dating in February 2017 and Lopez said that she knew Rodriguez was the one "probably like a year in."
Lopez and Rodriguez got engaged while on vacation in the Bahamas on March 9, 2019. The couple went on to gush about each other on social media and talk about their similarities during interviews.
In an Elle cover story released in January 2021, Lopez said that they planned to wed in Italy in 2020 but the event was postponed twice.
Speaking to Allure for a March 2021 cover story, Lopez said that the pandemic gave the couple a chance to "work on ourselves," which included doing therapy.
"I think it was really helpful for us in our relationship," the "Dinero" singer said.
In early February, people speculated that "Southern Charm" star Madison LeCroy and Rodriguez were having an affair.
LeCroy told Page Six that they had never met in person but spoke over the phone. An unnamed source close to Rodriguez told the New York Post that Rodriguez didn't know the reality TV star and "definitely didn't hook up with her."