Based on a preview of the next episode, host Jesse Palmer gives the group of women some "unfortunate" and "really bad news."

Source: https://www.realitytvworld.com/news/bachelor-spoilers-who-does-the-bachelor-star-zach-shallcross-pick-as-his-winner-and-end-up-with-who-are-zach-final-2-bachelorettes-%28spoilers%29-32208.php

Before Shallcross joined her on stage, Frankel explained to host Jesse Palmer that she didn’t learn about any of what happened until fans of the series did, during last week’s penultimate episode.

Source: https://www.forbes.com/sites/reehines/2023/03/27/ariel-frenkel-confronts-zach-shallcross-about-fantasy-suite-betrayal-on-bachelor-finale/

Hosted by Jesse Palmer, the series comes from Warner Bros Unscripted Television and is exec produced by Andrew Frank, Bennett Graebner, Claire Freeland and Jason Ehrlich.

Source: https://deadline.com/2023/10/the-golden-bachelor-premiere-delayed-ratings-abc-hulu-1235570004/

In a preview for the upcoming episode airing Thursday, November 9, Gerry tells host Jesse Palmer that he knows what he's going to do at the Rose Ceremony.

Source: https://www.realitytvworld.com/news/the-golden-bachelor-star-gerry-turner-reveals-which-bachelorette-he-found-annoying-33153.php