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Commercial Real Estate

Industrial & Commercial Service
Commercial Real Estate
Playground →Docs

The top 10 neighbors for Commercial Real Estate span nine distinct subcategories — no single kind dominates, and the scores compress into a narrow band from 0.91 down to 0.89.

The shape is flat: Juice & Smoothies leads at 0.91, followed closely by Simon Mall at 0.91 and Coach at 0.91, with The Cheesecake Factory, Target, Macy's, Chipotle Mexican Grill, Movies & Theaters, HomeGoods, and LensCrafters all falling between 0.89 and 0.88. Simon Mall is the only other Commercial Real Estate entity in the top 10; the remaining nine span Restaurants & Eateries, Apparel, Big Box, Retail, and Entertainment & Leisure. That cross-kind spread — casual dining, accessories, department stores, big-box retail, and movie theaters all clustering at roughly the same distance — points to an audience defined less by any single tenant type and more by the full ecosystem of in-person, mall-adjacent commerce. The mix reads like a tenant directory: food, fashion, general merchandise, and leisure all registering at near-identical similarity levels.

The flat distribution here reflects an audience whose shape is essentially the shape of the American shopping center itself.

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": "commercial-real-estate", "title": "Commercial Real Estate", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "resolved": "commercial-real-estate", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "juice-and-smoothies", "title": "Juice & Smoothies", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.9111, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "simon-mall", "title": "Simon mall", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "similarity": 0.9094, "drivers": [ "M01", "N02", "K01", "N01", "M03" ] }, { "handle": "coach", "title": "Coach", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.9085, "drivers": [ "G03", "M01", "N02", "N01", "M03" ] }, { "handle": "cheesecake-factory", "title": "The Cheesecake Factory", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.895, "drivers": [ "G03", "M01", "A03", "N02", "N01" ] }, { "handle": "target", "title": "Target", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8948, "drivers": [ "N02", "N01", "K01", "M01", "M03" ] }, { "handle": "macy-s", "title": "Macy's", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8948, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "chipotle-mexican-grill", "title": "Chipotle Mexican Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8931, "drivers": [ "M01", "N02", "N01", "G03", "K01" ] }, { "handle": "movies-and-theaters", "title": "Movies & Theaters", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.89, "drivers": [ "M01", "N02", "K01", "N01", "M03" ] }, { "handle": "homegoods", "title": "HomeGoods", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8881, "drivers": [ "N02", "M01", "N01", "A03", "G02" ] }, { "handle": "lenscrafters", "title": "LensCrafters", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.8875, "drivers": [ "M01", "N02", "N01", "K01", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: