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Quality Inn

Hospitality & Lodging
Mid-range Hotels
Playground →Docs

Quality Inn's ten nearest neighbors span budget lodging, value retail, fuel, and a country musician — a flat, cross-kind cluster with no single dominant pull. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.93 means the audiences look nearly identical in shape, regardless of what the entities sell.

The two closest neighbors are both budget hotel brands: Days Inn at 0.93 and Baymont Inn & Suites at 0.92. Below them, the cluster shifts entirely out of lodging. Walmart Vision Center (0.91) and Shoe Dept Encore (0.91) are value-oriented apparel and eyewear retail; Phillips 66 (0.90) is a gas station chain; Walmart (0.90) is a big-box retailer. Outdoor Life magazine (0.89), Walmart Photo Center (0.89), and a catch-all miscellaneous services entity (0.88) round out the mid-range. Shania Twain (0.88) is the lone musician in the top 10 — and the only Celebrities and Influencers entry in the set. No other mid-range hotel appears among the ten neighbors; the two lodging entries are both budget-tier.

The overall picture is a value-oriented, broadly accessible audience that overlaps as readily with fuel stops and discount retail as with other lodging brands — a shape defined less by category loyalty than by a consistent consumer profile cutting across everyday spending contexts.

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": "quality-inn", "title": "Quality Inn", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "resolved": "quality-inn", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "days-inn", "title": "Days Inn", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.9261, "drivers": [ "N03", "N02", "M01", "K01", "N01" ] }, { "handle": "baymont-inn-and-suites", "title": "Baymont Inn & Suites", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.9245, "drivers": [ "M01", "N03", "L02", "O01", "K01" ] }, { "handle": "walmart-vision-center", "title": "Walmart Vision Center", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.9109, "drivers": [ "N03", "M01", "L02", "N02", "K01" ] }, { "handle": "shoe-dept-encore", "title": "Shoe Dept Encore", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.9096, "drivers": [ "N02", "M01", "N01", "O01", "M03" ] }, { "handle": "phillips-66", "title": "Phillips 66", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.9015, "drivers": [ "M01", "N02", "N03", "M04", "O03" ] }, { "handle": "walmart", "title": "Walmart", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8991, "drivers": [ "M01", "N02", "N03", "N01", "K01" ] }, { "handle": "outdoorlife", "title": "Outdoor Life", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8879, "drivers": [ "N03", "M01", "N02", "K01", "N01" ] }, { "handle": "walmart-photo-center", "title": "Walmart Photo Center", "category": "Services", "subcategory": "Miscellaneous", "similarity": 0.8877, "drivers": [ "M01", "N03", "N02", "K01", "N01" ] }, { "handle": "miscellaneous", "title": "Miscellaneous", "category": "Services", "subcategory": "Miscellaneous", "similarity": 0.883, "drivers": [ "M01", "N03", "N02", "K01", "N01" ] }, { "handle": "shaniatwain", "title": "Shania Twain", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8798, "drivers": [ "N03", "M01", "N02", "N01", "N04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: