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Aston Martin

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At 0.87, Maserati sits at one peak of Aston Martin's two-peak audience structure — but the second peak is not another ultra-luxury marque. The top 10 neighbors split cleanly between a tight cluster of prestige auto brands and, further down, a set of high-fashion labels that pull the audience shape in a distinct second direction.

The shape is two-peak. The upper tier is dominated by Auto subcategory brands: Maserati (0.87), Rolls-Royce Motor Cars (0.86), Bentley Motors (0.85), Lamborghini (0.80), and Land Rover (0.77) form a dense cluster of fellow auto brands — all sharing Aston Martin's own subcategory. That group accounts for seven of the top 10 neighbors, with Bugatti (0.77), Jaguar (0.77), and Mercedes-AMG (0.77) rounding it out alongside Porsche (0.75) and BMW (0.73). The second peak emerges just outside the top 10 in the broader neighbor set, where Fashion subcategory brands — Gucci, Bulgari, Roberto Cavalli, Valentino, Cartier — cluster in the 0.62–0.65 range, forming a coherent luxury-goods neighborhood distinct from the auto core.

The two-peak structure reveals an audience that is anchored in prestige automotive but extends meaningfully into luxury fashion — a shape that bridges two adjacent but structurally separate corners of the high-end consumer market.

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": "astonmartin", "title": "Aston Martin", "category": "Brands", "subcategory": "Auto", "resolved": "astonmartin", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "maserati_hq", "title": "Maserati", "category": "Brands", "subcategory": "Auto", "similarity": 0.8662, "drivers": [ "J02", "F04", "E03", "Q02", "N03" ] }, { "handle": "rollsroycecars", "title": "Rolls-Royce Motor Cars", "category": "Brands", "subcategory": "Auto", "similarity": 0.8556, "drivers": [ "E03", "J02", "F04", "E02", "Q02" ] }, { "handle": "bentleymotors", "title": "Bentley Motors", "category": "Brands", "subcategory": "Auto", "similarity": 0.846, "drivers": [ "J02", "Q02", "E03", "E02", "F04" ] }, { "handle": "lamborghini", "title": "Lamborghini", "category": "Brands", "subcategory": "Auto", "similarity": 0.8005, "drivers": [ "E03", "A06", "J02", "Q02", "E02" ] }, { "handle": "landrover", "title": "Land Rover", "category": "Brands", "subcategory": "Auto", "similarity": 0.7715, "drivers": [ "E03", "A06", "J02", "E02", "N03" ] }, { "handle": "bugatti", "title": "Bugatti", "category": "Brands", "subcategory": "Auto", "similarity": 0.7713, "drivers": [ "F04", "E03", "J02", "A06", "N03" ] }, { "handle": "jaguar_social", "title": "Jaguar (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.7671, "drivers": [ "A06", "Q02", "F04", "E03", "N03" ] }, { "handle": "mercedesamg", "title": "Mercedes-AMG", "category": "Brands", "subcategory": "Auto", "similarity": 0.7654, "drivers": [ "E03", "A06", "Q02", "N03", "E02" ] }, { "handle": "porsche_social", "title": "Porsche (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.7469, "drivers": [ "J02", "A06", "E02", "Q07", "Q02" ] }, { "handle": "bmw_social", "title": "BMW (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.7324, "drivers": [ "A06", "J02", "N03", "E03", "N01" ] } ] }
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