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Hilton Grand Vacations

Hospitality & Lodging
Mid-range Hotels
Playground →Docs

At 0.96, Tommy Bahama pulls further from the rest of the top 10 than any other neighbor — a gap that defines the spike shape here. The next closest neighbors trail by roughly six points, making this the clearest single-brand signal in the set.

The top 10 as a whole split across three subcategory clusters. Apparel brands account for three slots: Gucci at 0.89, Saint Laurent at 0.86, and vineyard vines at 0.86 — all general or women's apparel, skewing toward the premium end. Hospitality & Lodging fills four positions: Autograph Collection Hotels (0.89) and Curio Collection (0.87) as Luxury Hotels, Boutique & Specialized Lodging (0.89), and Four Seasons Hotels and Resorts (0.87). Notably, all four lodging neighbors sit in Luxury Hotels or Boutique subcategories — none share Hilton Grand Vacations' own Mid-range Hotels subcategory in the top 10. The remaining positions go to Coastal Living magazine (0.87), Casino Hotels (0.86), and The Northern Trust Company (0.86), a bank — the lone Financial entry in the set.

The cross-kind pattern is the real finding: a timeshare brand classified as Mid-range Hotels draws an audience shaped almost entirely by luxury lodging, premium apparel, and upscale lifestyle media, with a single financial institution rounding out the cluster.

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": "hilton-grand-vacations", "title": "Hilton Grand Vacations", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "hilton-grand-vacations", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "tommy-bahama", "title": "Tommy Bahama", "category": "Apparel", "subcategory": "General", "similarity": 0.9579, "drivers": [ "J02", "J05", "J01", "K02", "J04" ] }, { "handle": "gucci", "title": "Gucci", "category": "Apparel", "subcategory": "General", "similarity": 0.8937, "drivers": [ "J02", "J05", "G03", "A02", "J04" ] }, { "handle": "autograph-collection-hotels", "title": "Autograph Collection Hotels", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8907, "drivers": [ "J02", "J05", "A02", "J04", "J01" ] }, { "handle": "boutique-and-specialized-lodging", "title": "Boutique & Specialized Lodging", "category": "Hospitality & Lodging", "subcategory": "Boutique and Specialized Lodging", "similarity": 0.8888, "drivers": [ "J02", "J05", "A02", "J01", "J04" ] }, { "handle": "coastalliving", "title": "Coastal Living", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8723, "drivers": [ "J02", "J05", "J01", "J04", "K02" ] }, { "handle": "curio-collection", "title": "Curio Collection", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8706, "drivers": [ "J02", "J05", "J04", "J01", "G03" ] }, { "handle": "four-seasons-hotels-resorts", "title": "Four Seasons Hotels and Resorts", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8695, "drivers": [ "J02", "A02", "J05", "J01", "J04" ] }, { "handle": "casino-hotels", "title": "Casino Hotels", "category": "Hospitality & Lodging", "subcategory": "Casino Hotels", "similarity": 0.8643, "drivers": [ "J02", "J05", "M01", "P06", "P03" ] }, { "handle": "northern-trust-company", "title": "The Northern Trust Company", "category": "Financial", "subcategory": "Banks", "similarity": 0.8621, "drivers": [ "J02", "J05", "J01", "A02", "K02" ] }, { "handle": "saint-laurent", "title": "Saint Laurent", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.861, "drivers": [ "J02", "A02", "G03", "J05", "J04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: