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Extended Stay America

Hospitality & Lodging
Mid-range Hotels
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Extended Stay America's top 10 neighbors span seven distinct subcategories — no single kind dominates the cluster, and the spread is narrow, running from 0.86 down to 0.82.

The shape is flat: Total Wine & More leads at 0.86, followed closely by Entertainment Centers at 0.86 and Music at 0.85 — none of these share Extended Stay America's Mid-range Hotels subcategory. The only fellow Mid-range Hotel in the top 10 is Homewood Suites by Hilton at 0.85, and Sonesta Hotels & Resorts (Luxury Hotels) sits just behind at 0.84. The remaining five positions go to Asbury Automotive Group (Dealerships, 0.84), Transport & Logistics (0.84), Juice & Smoothies (0.83), Jason's Deli (0.82), and CAVA (0.82). That mix — alcoholic beverage retail, entertainment venues, music retail, automotive dealerships, logistics, and fast casual dining — means the audience shape Extended Stay America shares most closely is not defined by lodging at all. Only two of the ten neighbors are in Hospitality & Lodging; the other eight span five unrelated subcategories.

The flat, cross-category spread suggests this audience is shaped by broad, everyday-errand and service-oriented behavior rather than by a tight travel or hospitality identity.

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": "extended-stay-america", "title": "Extended Stay America", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "extended-stay-america", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "total-wine-and-more", "title": "Total Wine & More", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.8578, "drivers": [ "A03", "M01", "A06", "N01", "M03" ] }, { "handle": "entertainment-centers", "title": "Entertainment Centers", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.8553, "drivers": [ "M01", "N01", "K01", "M03", "M04" ] }, { "handle": "music", "title": "Music", "category": "Retail", "subcategory": "Music", "similarity": 0.8464, "drivers": [ "M01", "N01", "M03", "K01", "N02" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8451, "drivers": [ "N01", "M03", "M01", "A03", "M04" ] }, { "handle": "sonesta-hotels-and-resorts", "title": "Sonesta Hotels & Resorts", "category": "Hospitality & Lodging", "subcategory": "Luxury Hotels", "similarity": 0.8448, "drivers": [ "A06", "G02", "G03", "A03", "I04" ] }, { "handle": "asbury-automotive-group", "title": "Asbury Automotive Group", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.8421, "drivers": [ "A03", "M01", "K01", "M03", "N01" ] }, { "handle": "transport-and-logistics", "title": "Transport & Logistics", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.8398, "drivers": [ "A06", "N01", "M03", "M01", "G03" ] }, { "handle": "juice-and-smoothies", "title": "Juice & Smoothies", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.8255, "drivers": [ "M01", "N01", "A06", "A03", "K01" ] }, { "handle": "jason-s-deli", "title": "Jason's Deli", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.824, "drivers": [ "A06", "M01", "K01", "M03", "A03" ] }, { "handle": "cava", "title": "CAVA", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8162, "drivers": [ "A03", "A01", "A06", "M01", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: