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SpringHill Suites by Marriott

Hospitality & Lodging
Mid-range Hotels
Playground →Docs

Three mid-range hotel competitors anchor the top of SpringHill Suites' similarity graph, then the audience shape pivots sharply into an eclectic mix of lifestyle and retail brands — a two-peak structure that defines this audience's character.

Hyatt Place (0.89) and Hilton Garden Inn (0.88) are the two strongest neighbors, with Homewood Suites by Hilton close behind at 0.86 — forming a tight hotel-industry cluster at the top. Below that threshold, the neighbor set crosses into entirely different categories: Francesca's (0.85, women's apparel), Barnes and Noble (0.85, bookstores), Lovesac (0.84, furniture), Einstein Brothers (0.83, fast casual dining), Pet Care & Services (0.83), Topgolf (0.83, entertainment centers), and uBreakiFix (0.82, electronics). Seven of the ten neighbors come from seven different subcategories — none of them hotels. The two-peak shape reflects this split: a narrow band of direct hotel-category overlap at the top, then a wide, cross-category lifestyle cluster that shares the same audience composition without sharing the same industry. The lifestyle cluster spans retail, dining, services, and leisure, suggesting the audience that follows mid-range hotel brands also maps consistently onto suburban, convenience-oriented consumer categories.

This audience shape bridges a tight competitive hotel set and a broad suburban lifestyle footprint, with little overlap between the two halves.

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": "springhill-suites-by-marriott", "title": "SpringHill Suites by Marriott", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "springhill-suites-by-marriott", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "hyatt-place", "title": "Hyatt Place", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8882, "drivers": [ "H02", "H04", "N01", "M03", "N04" ] }, { "handle": "hilton-garden-inn", "title": "Hilton Garden Inn", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.881, "drivers": [ "H02", "N01", "N04", "M03", "M01" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8554, "drivers": [ "H02", "N01", "N04", "M03", "N02" ] }, { "handle": "francesca-s", "title": "Francesca's", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8545, "drivers": [ "N01", "A05", "N02", "N04", "K01" ] }, { "handle": "barnes-noble", "title": "Barnes and Noble", "category": "Retail", "subcategory": "Bookstores", "similarity": 0.8527, "drivers": [ "N01", "N02", "K01", "N04", "M03" ] }, { "handle": "lovesac", "title": "Lovesac", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8436, "drivers": [ "A05", "N01", "H02", "M03", "N04" ] }, { "handle": "einstein-brothers", "title": "Einstein Brothers", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8349, "drivers": [ "H02", "H04", "N01", "N02", "M03" ] }, { "handle": "pet-care-and-services", "title": "Pet Care & Services", "category": "Services", "subcategory": "Pet Care and Services", "similarity": 0.8307, "drivers": [ "A05", "N01", "N02", "M03", "M01" ] }, { "handle": "topgolf", "title": "Topgolf", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.8277, "drivers": [ "N01", "A05", "M03", "N02", "N04" ] }, { "handle": "ubreakifix", "title": "uBreakiFix", "category": "Retail", "subcategory": "Electronics", "similarity": 0.8247, "drivers": [ "N01", "H02", "M01", "K01", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: