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OYO

Hospitality & Lodging
Budget
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At 0.89, Americas Best Value Inn is the strongest pull in OYO's top 10 — but the second-ranked neighbor, Hibbett Sports (0.88), is a sporting goods retailer with no lodging connection whatsoever, and that pairing defines the two-peak structure of this audience.

The shape flag here is two-peak, meaning OYO's audience sits at the intersection of two distinct neighborhoods rather than clustering tightly around one. The first peak is budget lodging: Americas Best Value Inn (0.89), Econo Lodge (0.86), and Budget (0.80) all share OYO's own subcategory and form a coherent same-kind cluster. The second peak is value retail and QSR: Discount Stores (0.86), Sonic Drive-In (0.86), Dollar General (0.85), Family Dollar (0.82), Krispy Krunchy Chicken (0.82), Rent-A-Center (0.81), and Aaron's (0.81) span discount stores, QSR, and rent-to-own furniture — subcategories that share a value-oriented, everyday-spend character. Hibbett Sports sits at the hinge between these two neighborhoods, scoring nearly as high as the top budget lodging peer.

The cross-kind composition of the top 10 — only three Budget lodging neighbors against seven drawn from retail, QSR, and discount categories — signals that OYO's audience is shaped as much by value-consumption patterns across everyday spending as by lodging preference alone.

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": "oyo", "title": "OYO", "category": "Hospitality & Lodging", "subcategory": "Budget", "resolved": "oyo", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "americas-best-value-inn", "title": "Americas Best Value Inn", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.8868, "drivers": [ "N02", "P01", "O04", "Q05", "M01" ] }, { "handle": "hibbett-sports", "title": "Hibbett Sports", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.8833, "drivers": [ "N02", "O04", "Q05", "P01", "N01" ] }, { "handle": "discount-stores", "title": "Discount Stores", "category": "Big Box", "subcategory": "Discount Stores", "similarity": 0.8631, "drivers": [ "N02", "O04", "N01", "Q05", "P01" ] }, { "handle": "sonicdrivein", "title": "Sonic Drive-In", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8579, "drivers": [ "Q05", "O04", "N02", "P01", "N01" ] }, { "handle": "econo-lodge", "title": "Econo Lodge", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.8558, "drivers": [ "N02", "Q05", "M01", "O04", "P01" ] }, { "handle": "dollargeneral", "title": "Dollar General", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8512, "drivers": [ "Q05", "O04", "N02", "N01", "K04" ] }, { "handle": "myfamilydollar", "title": "Family Dollar", "category": "Brands", "subcategory": "Home", "similarity": 0.8202, "drivers": [ "Q05", "O04", "Q08", "N04", "N01" ] }, { "handle": "krispy-krunchy-chicken", "title": "Krispy Krunchy Chicken", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8154, "drivers": [ "O04", "N02", "Q05", "Q08", "Q02" ] }, { "handle": "rent-a-center", "title": "Rent-A-Center", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8124, "drivers": [ "Q05", "O04", "P01", "Q08", "N02" ] }, { "handle": "aaron-s", "title": "Aaron's", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8088, "drivers": [ "P01", "N02", "Q05", "N01", "O04" ] } ] }
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