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Leslie's Swimming Pool Supplies

Retail
Hobbies Gifts and Crafts
Playground →Docs

Bowlero is the strongest pull in Leslie's Swimming Pool Supplies' top 10, scoring 0.85 — and it's an entertainment center, not a retail neighbor. That cross-kind lead sets the tone for a neighbor set that bridges two distinct audience neighborhoods.

The shape here is two-peak. One cluster anchors around entertainment and leisure: Bowlero (0.85) and the Entertainment Centers category entity (0.80) both sit near the top, suggesting an audience that skews toward out-of-home, experience-oriented spending. The second cluster is broad-retail and home-adjacent: Bob's Discount Furniture (0.83), Sprouts Farmers Market (0.80), Discount Tire (0.80), and Costco Pharmacy (0.79) form a band of everyday, needs-driven retail. Best Buy (0.78) and PetSmart (0.78) extend that retail cluster further.

Notably, no other specialty pool or outdoor-living retailer appears in the top 10 — the two neighbors sharing Leslie's own subcategory (Hobbies Gifts and Crafts) are Dunn Edwards and the Hobbies, Gifts & Crafts category entity, both outside the top 10 in the broader graph. The audience shape is defined less by what Leslie's sells and more by a household that moves between entertainment venues and practical big-ticket retail — a profile that spans leisure and home maintenance rather than any single vertical.

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": "leslie-s-swimming-pool-supplies", "title": "Leslie's Swimming Pool Supplies", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "resolved": "leslie-s-swimming-pool-supplies", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "bowlero", "title": "Bowlero", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.8475, "drivers": [ "M01", "N01", "M03", "N02", "L02" ] }, { "handle": "bob-s-discount-furniture", "title": "Bob's Discount Furniture", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.831, "drivers": [ "M01", "M03", "N02", "N01", "K01" ] }, { "handle": "sprouts-farmers-market", "title": "Sprouts Farmers Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8025, "drivers": [ "M03", "N01", "M01", "N02", "N04" ] }, { "handle": "entertainment-centers", "title": "Entertainment Centers", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.7992, "drivers": [ "M01", "M03", "N01", "N02", "L02" ] }, { "handle": "discount-tire", "title": "Discount Tire", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7969, "drivers": [ "M03", "N01", "M01", "N02", "N04" ] }, { "handle": "costco-pharmacy", "title": "Costco Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7916, "drivers": [ "M03", "N01", "N02", "N04", "M01" ] }, { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.7806, "drivers": [ "N01", "M01", "N02", "M03", "N04" ] }, { "handle": "petsmart", "title": "PetSmart", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.779, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "menchie-s", "title": "Menchie's", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.778, "drivers": [ "M01", "M03", "N02", "N01", "K01" ] }, { "handle": "bj-s-restaurants", "title": "BJ's Restaurants", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7748, "drivers": [ "N01", "M03", "M01", "N02", "L02" ] } ] }
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