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Simon mall

Industrial & Commercial Service
Commercial Real Estate
Playground →Docs

Across the top 10 neighbors, no single entity dominates — the scores run from 0.91 down to 0.84 with no sharp drop, and the neighbor set spans six distinct subcategories. That breadth is the structural finding.

The shape is broad. Commercial Real Estate leads at 0.91, the one neighbor that shares Simon Mall's own subcategory. After that, the set fans out across retail and apparel: Best Buy (Electronics, 0.88), The Men's Wearhouse (Mens Apparel, 0.87), Barnes and Noble (Bookstores, 0.87), and Michaels Stores (Hobbies Gifts and Crafts, 0.86) form the next tier. Rounding out the top 10 are Jared The Galleria of Jewelry (Jewelry and Accessories, 0.85), Movies & Theaters (0.85), Regal Entertainment Group (0.84), Mattress Firm (Furniture Stores, 0.84), and La-Z-Boy (Furniture Stores, 0.84). That's Electronics, Mens Apparel, Bookstores, Hobbies, Jewelry, Movies and Theaters, and Furniture all represented — the kind of tenant-mix diversity you'd expect from a physical retail destination whose audience is defined less by any one category than by the act of in-person shopping itself.

The cross-kind composition here is the signal: only one neighbor shares Simon Mall's own Commercial Real Estate subcategory, while the remaining nine are drawn from Retail, Apparel, and Entertainment — the categories that fill the floors.

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": "simon-mall", "title": "Simon mall", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "resolved": "simon-mall", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "commercial-real-estate", "title": "Commercial Real Estate", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "similarity": 0.9094, "drivers": [ "M01", "N02", "K01", "N01", "M03" ] }, { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.8778, "drivers": [ "M01", "K01", "N02", "N01", "N04" ] }, { "handle": "men-s-wearhouse", "title": "The Men's Wearhouse", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.8693, "drivers": [ "K01", "M01", "N01", "N02", "N03" ] }, { "handle": "barnes-noble", "title": "Barnes and Noble", "category": "Retail", "subcategory": "Bookstores", "similarity": 0.8685, "drivers": [ "K01", "N02", "N01", "M01", "N04" ] }, { "handle": "michaels-stores", "title": "Michaels Stores", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.8605, "drivers": [ "M01", "N02", "K01", "N01", "N04" ] }, { "handle": "jared-galleria-of-jewelry", "title": "Jared The Galleria of Jewelry", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.8528, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "movies-and-theaters", "title": "Movies & Theaters", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.852, "drivers": [ "M01", "K01", "N02", "N01", "N04" ] }, { "handle": "regal-entertainment-group", "title": "Regal Entertainment Group", "category": "Entertainment & Leisure", "subcategory": "Movies and Theaters", "similarity": 0.8449, "drivers": [ "M01", "N02", "N03", "N01", "K01" ] }, { "handle": "mattress-firm", "title": "Mattress Firm", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8397, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "la-z-boy", "title": "La-Z-Boy", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8389, "drivers": [ "M01", "N02", "K01", "N01", "M03" ] } ] }
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