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Bowlero

Entertainment & Leisure
Entertainment Centers
Playground →Docs

Bowlero's top 10 sits between two distinct audience neighborhoods: Bob's Discount Furniture at 0.88 and Entertainment Centers at 0.87 — a furniture retailer and a same-kind category aggregate separated by only 0.01, yet representing structurally different audience pulls.

The shape is two-peak, and the gap between those two leaders and the rest of the top 10 is meaningful. After position two, scores step down to CarMax at 0.85 and Best Buy at 0.85, then compress into a band running from Leslie's Swimming Pool Supplies (0.85) through BJ's Restaurants (0.81). Six of the ten neighbors are Retail entities spanning electronics, furniture, home goods, music, bookstores, and hobby supplies — a broad brick-and-mortar retail cluster. Two are Automotive (CarMax and Jiffy Lube), and only one other Entertainment Centers entity appears in the top 10. The retail-heavy composition means Bowlero's audience shape looks less like other out-of-home entertainment venues and more like the audiences of physical-destination retail — stores that require a trip, a decision, and a degree of household planning.

The two-peak structure suggests this audience is genuinely split: one pull toward same-category leisure, another toward value-oriented home and lifestyle retail, with the retail cluster numerically dominating the top 10.

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": "bowlero", "title": "Bowlero", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "resolved": "bowlero", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "bob-s-discount-furniture", "title": "Bob's Discount Furniture", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8831, "drivers": [ "M01", "N02", "N01", "K01", "M03" ] }, { "handle": "entertainment-centers", "title": "Entertainment Centers", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.8711, "drivers": [ "M01", "N01", "N02", "M03", "M04" ] }, { "handle": "carmax", "title": "CarMax", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.8499, "drivers": [ "M01", "N01", "N02", "M03", "K01" ] }, { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.848, "drivers": [ "M01", "N01", "N02", "K01", "M03" ] }, { "handle": "leslie-s-swimming-pool-supplies", "title": "Leslie's Swimming Pool Supplies", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.8475, "drivers": [ "M01", "N01", "M03", "N02", "L02" ] }, { "handle": "music", "title": "Music", "category": "Retail", "subcategory": "Music", "similarity": 0.8292, "drivers": [ "M01", "N01", "N02", "M03", "M04" ] }, { "handle": "jiffy-lube", "title": "Jiffy Lube", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8286, "drivers": [ "N01", "M01", "M03", "K01", "N02" ] }, { "handle": "half-price-books", "title": "Half Price Books", "category": "Retail", "subcategory": "Bookstores", "similarity": 0.8212, "drivers": [ "M01", "N01", "N02", "M03", "K01" ] }, { "handle": "floor-decor", "title": "Floor and Decor", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8179, "drivers": [ "M01", "N01", "M03", "N02", "M04" ] }, { "handle": "bj-s-restaurants", "title": "BJ's Restaurants", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8148, "drivers": [ "M01", "N01", "N02", "M03", "K01" ] } ] }
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