Benjamin Higgins Audience Graph • Social Signal

At 0.9626, Kaitlyn Bristowe sits at the top of Benjamin Higgins's neighbor set — but the two-peak shape means the audience doesn't stop at the Bachelor franchise; it extends into a second, distinct neighborhood of sports-media TV personalities.

The first cluster is dense and franchise-specific. Kaitlyn Bristowe (0.96), Sean Lowe (0.95), The Bachelorette (0.95), The Bachelor (0.95), Bachelor in Paradise (0.94), and JoJo Fletcher (0.94) form a tight band of Reality TV Stars and TV Shows — all drawn from the same franchise universe. Chris Harrison (0.94, TV Personalities) sits at the seam between the two clusters, still franchise-adjacent but marking the transition. The second peak arrives with Joey Mulinaro (0.92, Comedians), Caleb Pressley (0.88, TV Personalities), and Erin Andrews (0.88, TV Personalities) — figures rooted in sports entertainment rather than reality dating. No other Reality TV Stars appear in the top 10 beyond the Bachelor franchise names already listed. The cross-kind presence of a Comedian and two sports-media TV Personalities at positions 8–10 is what gives this graph its two-peak character: the audience that follows Higgins overlaps with Bachelor-world viewers at one end and a sports-comedy-TV-personality crowd at the other.

This shape suggests an audience that bridges two distinct content worlds — franchise reality TV and mainstream sports entertainment — rather than concentrating exclusively within one.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

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

{ "handle": "benhiggi", "title": "Benjamin Higgins", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "benhiggi", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "kaitlynbristowe", "title": "Kaitlyn Bristowe", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9626, "drivers": [ "N03", "P03", "E03", "Q01", "C02" ] }, { "handle": "seanlowe09", "title": "Sean Lowe", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9533, "drivers": [ "N03", "E03", "Q01", "P03", "P06" ] }, { "handle": "bacheloretteabc", "title": "The Bachelorette", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9517, "drivers": [ "N03", "P03", "O04", "E03", "P06" ] }, { "handle": "bachelorabc", "title": "The Bachelor", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9481, "drivers": [ "N03", "O04", "P03", "E03", "Q01" ] }, { "handle": "bachparadise", "title": "Bachelor in Paradise", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9413, "drivers": [ "N03", "P06", "P03", "Q01", "E03" ] }, { "handle": "joellefletcher", "title": "JoJo Fletcher", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9382, "drivers": [ "P03", "E03", "C02", "Q01", "E02" ] }, { "handle": "chrisbharrison", "title": "Chris Harrison", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9367, "drivers": [ "N03", "P03", "P06", "E03", "Q01" ] }, { "handle": "joeymulinaro", "title": "Joey Mulinaro", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9174, "drivers": [ "N03", "P03", "Q01", "B03", "P06" ] }, { "handle": "calebpressley", "title": "Caleb Pressley", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8848, "drivers": [ "N03", "P03", "H04", "Q01", "L02" ] }, { "handle": "erinandrews", "title": "Erin Andrews", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8822, "drivers": [ "N03", "P03", "Q01", "E03", "P04" ] } ] }

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

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

Benjamin Higgins

Nearest neighbors by audience shape

Raw data