The two strongest pulls in The Bachelorette's similarity graph are both franchise siblings: The Bachelor at 0.99 and Bachelor in Paradise at 0.97. That pairing forms one clear peak. The second peak is built from franchise alumni — Reality TV Stars who appeared in the Bachelor universe itself.

The shape is two-peak, and the structure is tight. Five of the top 10 neighbors are Reality TV Stars: Benjamin Higgins (0.95), Hannah Brown (0.93), Sean Lowe (0.93), JoJo Fletcher (0.93), and Tyler Cameron (0.93). The remaining three neighbors shift subcategory: Chip Gaines (0.92) and Joanna Gaines (0.91) are TV Personalities, and Kaitlyn Bristowe (0.91) returns the count to Reality TV Stars. The only other TV Show in the top 10 is The Office — but it sits well outside the core cluster at 0.84, a notable drop from the franchise neighbors above 0.93. No other TV Show appears in the top 10 between those two poles.

The Gaines pair is the structural surprise: home-and-lifestyle TV Personalities whose audiences nonetheless mirror The Bachelorette's composition almost as closely as the franchise's own cast members do.

The overall picture is an audience defined almost entirely by one franchise ecosystem, with a secondary pull toward wholesome, family-oriented TV personalities rather than any broader entertainment category.