The Bachelorette Audience Graph • Social Signal

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.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/bacheloretteabc

{ "handle": "bacheloretteabc", "title": "The Bachelorette", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "bacheloretteabc", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "bachelorabc", "title": "The Bachelor", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9859, "drivers": [ "N03", "O04", "P03", "E03", "E06" ] }, { "handle": "bachparadise", "title": "Bachelor in Paradise", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9734, "drivers": [ "N03", "P06", "P03", "O04", "E02" ] }, { "handle": "benhiggi", "title": "Benjamin Higgins", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9517, "drivers": [ "N03", "P03", "O04", "E03", "P06" ] }, { "handle": "hannahbrown", "title": "Hannah Brown", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9345, "drivers": [ "N03", "P03", "E02", "E06", "P06" ] }, { "handle": "seanlowe09", "title": "Sean Lowe", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9336, "drivers": [ "N03", "P03", "E03", "P06", "B04" ] }, { "handle": "joellefletcher", "title": "JoJo Fletcher", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9329, "drivers": [ "P03", "E02", "E03", "C02", "O04" ] }, { "handle": "tylerjcameron3", "title": "Tyler Cameron", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9325, "drivers": [ "N03", "P03", "E02", "Q01", "Q04" ] }, { "handle": "chipgaines", "title": "Chip Gaines", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9192, "drivers": [ "N03", "P03", "E06", "Q01", "B04" ] }, { "handle": "joannagaines", "title": "Joanna Gaines", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9145, "drivers": [ "P03", "N03", "E06", "Q01", "E03" ] }, { "handle": "kaitlynbristowe", "title": "Kaitlyn Bristowe", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9089, "drivers": [ "N03", "P03", "E02", "E03", "C02" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/bacheloretteabc

The Bachelorette

Nearest neighbors by audience shape

Raw data