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Planet Fitness

Brands
Fitness
Playground →Docs

Panera Bread is the single strongest pull in Planet Fitness's top 10, scoring 0.81 — and no other fitness brand appears in the set. The nearest audiences to Planet Fitness look nothing like a gym's natural peer group.

The shape is broad: scores run from 0.81 down to 0.71 across ten neighbors, with no sharp drop-off after the leader. The cluster is defined less by any one subcategory than by a mix of everyday consumer brands and mass-market entertainment. Aldi USA (0.76) and AEW Games (0.76) sit just behind Panera, followed by the TV shows MasterChef (0.73) and The Masked Singer (0.71), the auto dealership J.D. Byrider (0.72), the video game franchise Madden NFL 20 (0.72), and the truck rental service Penske Truck Rental (0.72). Subcategories represented include Restaurant, Grocery and Superstores, Game Developers, TV Shows, Dealerships, Video Game Franchises, and Car Rental — a genuinely heterogeneous mix. DDPY, at 0.67, is the only other Fitness subcategory entity in the top 10, and it sits near the bottom of the set.

The breadth of this neighbor set — spanning grocery, gaming, casual dining, and broadcast TV — suggests Planet Fitness draws an audience whose shape is defined by mainstream, value-oriented consumption patterns rather than fitness-specific interests.

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": "planetfitness", "title": "Planet Fitness", "category": "Brands", "subcategory": "Fitness", "resolved": "planetfitness", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "panerabread", "title": "Panera Bread", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8122, "drivers": [ "N03", "A02", "M01", "O03", "F05" ] }, { "handle": "aewgames", "title": "AEW Games", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.7588, "drivers": [ "N03", "O03", "A06", "E06", "A01" ] }, { "handle": "aldiusa", "title": "Aldi Usa", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.7582, "drivers": [ "N03", "O03", "A06", "D03", "F03" ] }, { "handle": "masterchefonfox", "title": "MasterChef", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7259, "drivers": [ "N03", "O03", "A01", "F05", "J01" ] }, { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7238, "drivers": [ "N03", "O03", "A06", "E06", "A01" ] }, { "handle": "eamaddennfl", "title": "Madden NFL 20", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.7207, "drivers": [ "A06", "O03", "A01", "A02", "G01" ] }, { "handle": "penske-truck-rental", "title": "Penske Truck Rental", "category": "Services", "subcategory": "Car Rental", "similarity": 0.7203, "drivers": [ "N03", "A06", "O03", "A01", "P02" ] }, { "handle": "maskedsingerfox", "title": "The Masked Singer", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7125, "drivers": [ "N03", "O03", "A01", "A06", "A02" ] }, { "handle": "home-outlet", "title": "Home Outlet", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.7079, "drivers": [ "N03", "A06", "A01", "F03", "A02" ] }, { "handle": "red-lobster", "title": "Red Lobster", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7066, "drivers": [ "A06", "M01", "G01", "O03", "A02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: