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Worldmark by Wyndham

Hospitality & Lodging
Mid-range Hotels
Playground →Docs

Worldmark by Wyndham's top 10 neighbors span five distinct categories — hospitality, boating, food retail, magazines, and apparel — with no single kind dominating, a pattern consistent with its broad shape classification.

The strongest pull comes from Ascend Resort Collection at 0.89, a Boutique and Specialized Lodging entity. But the second and third positions belong to Boating (0.85) and Freedom Boat Club (0.83) — both classified under the Boating subcategory — making watercraft leisure the most represented subcategory in the top 10 alongside lodging. West Marine (0.81), also Boating, reinforces this: three of the top six neighbors are boating entities, none of which share Worldmark's Mid-range Hotels subcategory. The hospitality neighbors that do appear — Ascend Resort Collection and Small Luxury Hotels of the World (SLH) (0.81) — are both Boutique and Specialized Lodging, not Mid-range Hotels. Hilton Grand Vacations (0.73) is the only fellow Mid-range Hotels entity in the top 10.

Rounding out the set are Kilwins (0.83, Bakeries Desserts and Confectioneries), Coastal Living (0.81, Magazines), The Spice & Tea Exchange (0.78, Specialty food retail), Susan Collins (0.76, Politicians), and vineyard vines (0.75, Apparel). The breadth here — boating clubs, a confectionery chain, a coastal lifestyle magazine, a specialty spice retailer, and an apparel brand — points to an audience defined less by lodging preferences than by a coastal, leisure-oriented lifestyle profile that cuts across categories.

The shape of this audience is wide and cross-category, anchored more by a recreational and coastal sensibility than by any single industry vertical.

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": "worldmark-by-wyndham", "title": "Worldmark by Wyndham", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "worldmark-by-wyndham", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "ascend-resort-collection", "title": "Ascend Resort Collection", "category": "Hospitality & Lodging", "subcategory": "Boutique and Specialized Lodging", "similarity": 0.8862, "drivers": [ "J05", "J02", "K01", "G01", "J04" ] }, { "handle": "boating", "title": "Boating", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8485, "drivers": [ "J05", "J02", "K02", "J04", "K01" ] }, { "handle": "freedom-boat-club", "title": "Freedom Boat Club", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8339, "drivers": [ "J05", "J02", "K02", "K01", "J04" ] }, { "handle": "kilwins", "title": "Kilwins", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8285, "drivers": [ "J05", "J02", "K01", "H02", "J04" ] }, { "handle": "coastalliving", "title": "Coastal Living", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8123, "drivers": [ "J05", "J02", "K01", "J04", "J01" ] }, { "handle": "west-marine", "title": "West Marine", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8099, "drivers": [ "J05", "J02", "J04", "K02", "K01" ] }, { "handle": "small-luxury-hotels-of-world-slh", "title": "Small Luxury Hotels of the World (SLH)", "category": "Hospitality & Lodging", "subcategory": "Boutique and Specialized Lodging", "similarity": 0.8077, "drivers": [ "J05", "J02", "G01", "H02", "J04" ] }, { "handle": "spice-and-tea-exchange", "title": "The Spice & Tea Exchange", "category": "Grocery & Food Retail", "subcategory": "Specialty", "similarity": 0.7754, "drivers": [ "J05", "J02", "K01", "H02", "K02" ] }, { "handle": "senatorcollins", "title": "Susan Collins", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.7567, "drivers": [ "J05", "J02", "K01", "K02", "J04" ] }, { "handle": "vineyard-vines", "title": "vineyard vines", "category": "Apparel", "subcategory": "General", "similarity": 0.7511, "drivers": [ "J02", "J05", "J04", "J01", "G01" ] } ] }
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