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Notre Dame Football

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Sports Teams
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Notre Dame Football's nearest audiences span athletes, journalists, sports-talk personalities, and non-sports brands — with no single neighbor pulling far ahead of the rest. Similarity scores measure how closely two entities' audiences resemble each other in composition; here, the top 10 compress into a narrow 0.91–0.88 band, the hallmark of a flat shape.

Urban Meyer leads at 0.91, followed by Mike Golic (0.90) and Colin Cowherd (0.90) — a coach-turned-analyst and two sports-media figures, not fellow college football programs. Ohio State Football (0.90) and Jim Harbaugh (0.90) are the only other Sports Teams and Athletes in the top five, and both carry a distinctly Midwestern, Big Ten-adjacent footprint. The subcategory breakdown across all ten neighbors is telling: Athletes (three entries), Journalists (one), Professionals (one), Sports Teams (one), Grocery and Superstores (one), Destinations (one), Podcasts and Radio (one), and Fast Casual Dining (one). Sports-media figures — coaches, analysts, and beat reporters — dominate, but Meijer (0.88), Cedar Point (0.88), and Keyshawn, JWill & Zubin (0.88) round out the set, pointing to a Midwest-anchored, broadly sports-adjacent audience that also overlaps with regional consumer brands.

The flat shape here reflects an audience that is diffuse enough to mirror a wide range of entities simultaneously — no single neighbor commands the field.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "ndfootball", "title": "Notre Dame Football", "category": "Organizations", "subcategory": "Sports Teams", "resolved": "ndfootball", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "coachurbanmeyer", "title": "Urban Meyer", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9109, "drivers": [ "F03", "L02", "D03", "B03", "O02" ] }, { "handle": "espngolic", "title": "Mike Golic", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9036, "drivers": [ "B03", "F03", "D03", "I01", "E06" ] }, { "handle": "colincowherd", "title": "Colin Cowherd", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9029, "drivers": [ "B03", "F03", "I01", "E06", "L02" ] }, { "handle": "ohiostatefb", "title": "Ohio State Football", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8993, "drivers": [ "F03", "L02", "D03", "B03", "O02" ] }, { "handle": "coachjim4um", "title": "Jim Harbaugh", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8971, "drivers": [ "F03", "B03", "L02", "D03", "Q01" ] }, { "handle": "joethomas73", "title": "Joe Thomas", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8951, "drivers": [ "F03", "D03", "B03", "L02", "I01" ] }, { "handle": "meijer_social", "title": "Meijer (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8829, "drivers": [ "F03", "L02", "B03", "D03", "O02" ] }, { "handle": "ohiostathletics", "title": "Ohio State Buckeyes", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8819, "drivers": [ "F03", "L02", "O02", "D03", "B03" ] }, { "handle": "cedarpoint", "title": "Cedar Point", "category": "Brands", "subcategory": "Destinations", "similarity": 0.8819, "drivers": [ "D03", "F03", "B03", "L02", "O02" ] }, { "handle": "keyjayandz", "title": "Keyshawn, JWill & Zubin", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.8806, "drivers": [ "B03", "I01", "E06", "Q01", "F03" ] } ] }
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