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Alltown

Convenience & Fuel
Convenience Stores
Playground →Docs

Two restaurant brands pull Alltown's audience in opposite directions: 99 Restaurants at 0.82 and D'Angelo Sandwich Shops at 0.81 form the two peaks of this audience's shape, with every other neighbor sitting noticeably lower. That gap — roughly 0.07 points before the next cluster begins — is the defining structural feature of the top 10.

Below those two peaks, the remaining eight neighbors span a range of subcategories with no single kind dominating. L.L.Bean (0.74, General Apparel) and Acme Markets (0.72, General Grocery) lead the secondary tier, followed closely by Shaw's (0.72, General Grocery), Stop & Shop Pharmacy (0.71, Pharmacies and Drugstores), Friendly's (0.71, Casual Dining), and Jo-Ann Fabric and Craft Stores (0.71, Hobbies Gifts and Crafts). Play It Again Sports (0.70, Sporting Goods and Outdoor Gear) and Manhattan Bagel (0.70, Bakeries) round out the ten. No other Convenience Store appears in the top 10 — the nearest same-subcategory neighbor sits outside this set entirely. The cross-kind composition here — casual dining and QSR at the top, then grocery, apparel, pharmacy, crafts, and sporting goods below — points to an audience shaped more by regional New England retail patterns than by fuel or convenience-store adjacency.

The two-peak structure suggests Alltown's audience bridges a food-service cluster and a general-retail cluster, rather than sitting cleanly inside either one.

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": "alltown", "title": "Alltown", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "alltown", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "99-restaurants", "title": "99 Restaurants", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8239, "drivers": [ "J05", "I03", "C03", "M02", "N02" ] }, { "handle": "d-angelo-sandwich-shops", "title": "D'Angelo Sandwich Shops", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8104, "drivers": [ "C03", "M02", "N02", "N03", "N04" ] }, { "handle": "l-l-bean", "title": "L.L.Bean", "category": "Apparel", "subcategory": "General", "similarity": 0.7406, "drivers": [ "J05", "N02", "N03", "P02", "O04" ] }, { "handle": "acme-markets", "title": "Acme Markets", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7199, "drivers": [ "J05", "N02", "N03", "N04", "O03" ] }, { "handle": "shaw-s", "title": "Shaw's", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7156, "drivers": [ "J05", "C03", "M02", "N02", "N03" ] }, { "handle": "stop-and-shop-pharmacy", "title": "Stop & Shop Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7138, "drivers": [ "J05", "C03", "M02", "N02", "N03" ] }, { "handle": "friendly-s", "title": "Friendly's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7121, "drivers": [ "N03", "P02", "P04", "P06", "I03" ] }, { "handle": "jo-ann-fabric-craft-stores", "title": "Jo-Ann Fabric and Craft Stores", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.7115, "drivers": [ "N02", "P02", "I03", "P06", "O04" ] }, { "handle": "play-it-again-sports", "title": "Play It Again Sports", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.7038, "drivers": [ "I03", "N02", "P02", "P06", "O04" ] }, { "handle": "manhattan-bagel", "title": "Manhattan Bagel", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.7024, "drivers": [ "J05", "J02", "N03", "P01", "P02" ] } ] }
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