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Top Gear

Marketing Channels
TV Shows
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Three TV Personalities — James May (0.78), Richard Hammond (0.77), and Jeremy Clarkson (0.75) — form one clear peak in Top Gear's top 10, and The Grand Tour (0.74) sits just behind them as the only other TV Show in the set. That four-entity cluster is coherent and expected. The second peak is where the shape gets interesting.

Below position four, the top 10 shifts entirely away from television and automotive content. Michaels Stores (0.69), a Hobbies Gifts and Crafts retailer, is the fifth-closest neighbor, followed by First Watch Restaurants (0.68, Casual Dining), Clarks (0.68, Footwear), Regal Entertainment Group (0.68, Movies and Theaters), Alex and Ani (0.67, Fashion), and Specialized Bicycles (0.66, Fitness). No automotive brand appears in the top 10 — the one Car Maker in the broader neighbor set, Subaru, sits at position 14 with a similarity of 0.65, outside the top 10. The second cluster is a broad consumer lifestyle band: casual dining, retail, apparel, and leisure — categories that share an audience composition with Top Gear despite having no thematic connection to cars or television.

The two-peak shape here describes an audience that is simultaneously tightly bound to the show's own talent and structurally similar to a wide swath of mainstream American consumer brands — a combination that suggests the show's viewers look less like a niche automotive audience and more like a general-interest, leisure-oriented one.

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": "bbc_topgear", "title": "Top Gear", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "bbc_topgear", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "mrjamesmay", "title": "James May", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7777, "drivers": [ "N03", "O04", "Q08", "P05", "L01" ] }, { "handle": "richardhammond", "title": "Richard Hammond", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.773, "drivers": [ "N03", "O04", "Q08", "P05", "L01" ] }, { "handle": "jeremyclarkson", "title": "Jeremy Clarkson", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7548, "drivers": [ "N03", "O04", "L01", "F04", "P05" ] }, { "handle": "thegrandtour", "title": "The Grand Tour", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7393, "drivers": [ "N03", "O04", "F04", "Q04", "Q08" ] }, { "handle": "michaels-stores", "title": "Michaels Stores", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.6866, "drivers": [ "O04", "N03", "N02", "A06", "N04" ] }, { "handle": "first-watch-restaurants", "title": "First Watch Restaurants", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6804, "drivers": [ "J02", "N03", "O04", "A06", "N02" ] }, { "handle": "clarks", "title": "Clarks", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.6778, "drivers": [ "J02", "A06", "N03", "N04", "N02" ] }, { "handle": "regal-entertainment-group", "title": "Regal Entertainment Group", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.6763, "drivers": [ "N03", "O04", "F04", "N02", "N01" ] }, { "handle": "alexandani", "title": "Alex and Ani", "category": "Brands", "subcategory": "Fashion", "similarity": 0.6666, "drivers": [ "N03", "L01", "O04", "P04", "A06" ] }, { "handle": "iamspecialized", "title": "Specialized Bicycles", "category": "Brands", "subcategory": "Fitness", "similarity": 0.6609, "drivers": [ "N03", "A06", "O04", "J02", "N04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: