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Bomgaars

Retail
Home Improvement and Hardware
Playground →Docs

Bomgaars' top 10 nearest neighbors span automotive brands, a TV channel, a hardware peer, a pizza chain, and an apparel retailer — a mix that reflects a coherent regional audience rather than any single category cluster.

Similarity here measures how closely two entities' audience compositions align. The shape is flat: the top 10 run from 0.95 down to 0.91 with no single neighbor pulling sharply ahead of the rest. RFD-TV leads at 0.95, followed immediately by Jeep at 0.95 and John Deere at 0.93. Polaris (0.93) and CARQUEST Auto Parts (0.93) round out the top five. Automotive is the dominant subcategory in the set — Car Makers (Jeep, Buick, Ford Motor Company) and Parts and Accessories (CARQUEST Auto Parts) account for four of the ten neighbors. The only neighbor sharing Bomgaars' own subcategory of Home Improvement and Hardware is Do It Best at 0.91. The remaining positions go to RFD-TV (TV Channels), Godfather's Pizza (Fast Casual Dining), and Label Shopper (General Apparel) — categories that, taken together, sketch a rural, small-town consumer profile rather than a home-improvement one.

The flat distribution across this cross-category mix signals an audience defined more by geography and lifestyle than by any single retail or product interest.

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": "bomgaars", "title": "Bomgaars", "category": "Retail", "subcategory": "Home Improvement and Hardware", "resolved": "bomgaars", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "officialrfdtv", "title": "RFD-TV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9504, "drivers": [ "M01", "L02", "M03", "K01", "N01" ] }, { "handle": "jeep", "title": "Jeep", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9491, "drivers": [ "M01", "L02", "O01", "K01", "M03" ] }, { "handle": "johndeere", "title": "John Deere", "category": "Brands", "subcategory": "Other", "similarity": 0.9292, "drivers": [ "M01", "L02", "M03", "O01", "K01" ] }, { "handle": "polaris", "title": "Polaris", "category": "Automotive", "subcategory": "Motorcycles", "similarity": 0.926, "drivers": [ "M01", "L02", "K01", "O01", "M03" ] }, { "handle": "carquest-auto-parts", "title": "CARQUEST Auto Parts", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.9256, "drivers": [ "M01", "O01", "L02", "K01", "N02" ] }, { "handle": "buick", "title": "Buick", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9127, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "do-it-best", "title": "Do It Best", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9096, "drivers": [ "M01", "L02", "O01", "K01", "M03" ] }, { "handle": "godfather-s-pizza", "title": "Godfather's Pizza", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9073, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "ford-motor-company", "title": "Ford Motor Company", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.907, "drivers": [ "M01", "L02", "O01", "K01", "M03" ] }, { "handle": "label-shopper", "title": "Label Shopper", "category": "Apparel", "subcategory": "General", "similarity": 0.9069, "drivers": [ "M01", "K01", "O01", "M03", "L02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: