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Element by Westin

Hospitality & Lodging
Mid-range Hotels
Playground →Docs

The top 10 neighbors for Element by Westin span nine distinct subcategories — mid-range hotels, transport and logistics, technology, websites, humor, TV shows, apparel, automotive repair, and education — a breadth that signals a mass-market audience shape with no single dominant pull.

Eight of the ten neighbors are Mid-range Hotels: DoubleTree by Hilton (0.91), Embassy Suites Hotels (0.90), Residence Inn by Marriott (0.90), Aloft Hotels (0.90), Courtyard by Marriott (0.88), Hyatt House (0.87), Homewood Suites by Hilton (0.87), and Crowne Plaza Hotels and Resorts (0.86). That cluster is tight and expected. What breaks the pattern are positions six and ten: FedEx (0.88), a Transport and Logistics brand, sits between the hotel cluster and the rest of the list — scoring higher than three of the eight hotel neighbors — and Adobe (0.86), a Technology brand, closes the top 10. FedEx's placement is the structural surprise: an audience shaped by extended-stay and business travel apparently overlaps substantially with the audience following a global shipping and logistics company, suggesting a strong business-traveler or corporate-account segment running through both.

The broad shape here reflects an audience that is recognizably hotel-adjacent at its core but porous enough at the edges to absorb cross-category neighbors from commercial services and enterprise software.

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": "element-by-westin", "title": "Element by Westin", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "element-by-westin", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "doubletree-by-hilton", "title": "DoubleTree by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.9067, "drivers": [ "H02", "G03", "J02", "A06", "G01" ] }, { "handle": "embassy-suites-hotels", "title": "Embassy Suites Hotels", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.9012, "drivers": [ "H02", "G03", "J02", "G01", "J04" ] }, { "handle": "residence-inn-by-marriott", "title": "Residence Inn by Marriott", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.901, "drivers": [ "H02", "G03", "G01", "A06", "J02" ] }, { "handle": "aloft-hotels", "title": "Aloft Hotels", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.901, "drivers": [ "H02", "G03", "A06", "G01", "I04" ] }, { "handle": "courtyard-by-marriott", "title": "Courtyard by Marriott", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8847, "drivers": [ "H02", "G03", "G01", "J02", "A06" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.8751, "drivers": [ "G03", "H02", "G01", "A06", "J04" ] }, { "handle": "hyatt-house", "title": "Hyatt House", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8731, "drivers": [ "G03", "H02", "A06", "G01", "G02" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8653, "drivers": [ "H02", "G03", "G01", "N01", "A06" ] }, { "handle": "crowne-plaza-hotels-resorts", "title": "Crowne Plaza Hotels and Resorts", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8639, "drivers": [ "G03", "H02", "G01", "A06", "J04" ] }, { "handle": "adobe", "title": "Adobe", "category": "Brands", "subcategory": "Technology", "similarity": 0.8556, "drivers": [ "H02", "G03", "A06", "G01", "J04" ] } ] }
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