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RP Lumber

Retail
Home Improvement and Hardware
Playground →Docs

Shoe Sensation, a footwear retailer, sits at the top of RP Lumber's neighbor set with a 0.95 similarity score — the kind of cross-category pairing that signals a strongly shaped audience rather than thematic overlap.

The shape here is broad: scores run from 0.95 down to 0.89 across the top 10, with no single neighbor pulling far ahead of the pack and no sharp drop-off. That sustained compression across diverse categories is the defining structural feature. The top 10 span footwear (Shoe Sensation, 0.95), a magazine (Field & Stream, 0.92), general apparel (Label Shopper, 0.92), health services (Beltone, 0.91), automotive (Ram, 0.91), convenience retail (Casey's General Stores, 0.90), fuel (MFA Oil, 0.90), car services (Super Wash, 0.89), and outdoors brands (Cabela's, 0.89) — with Polaris (0.89) rounding out the set. Only two of the ten — Bomgaars and Fastenal, both Home Improvement and Hardware — share RP Lumber's own subcategory, and neither appears in the top 10 of the similarity results shown here. The neighbor set is dominated by rural convenience, automotive, and value apparel — categories that share an audience shape with a lumber retailer despite having nothing in common with it operationally.

That breadth across unrelated categories points to an audience with a consistent demographic and behavioral profile that cuts across many kinds of retail and media consumption.

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": "rp-lumber", "title": "RP Lumber", "category": "Retail", "subcategory": "Home Improvement and Hardware", "resolved": "rp-lumber", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "shoe-sensation", "title": "Shoe Sensation", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.9536, "drivers": [ "M03", "M01", "O01", "M04", "N01" ] }, { "handle": "fieldandstream", "title": "Field & Stream", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9181, "drivers": [ "M01", "M03", "K01", "L02", "N01" ] }, { "handle": "label-shopper", "title": "Label Shopper", "category": "Apparel", "subcategory": "General", "similarity": 0.9151, "drivers": [ "M01", "M03", "K01", "N01", "O01" ] }, { "handle": "beltone", "title": "Beltone", "category": "Services", "subcategory": "Health and Medical Services", "similarity": 0.9101, "drivers": [ "M01", "M03", "O01", "L02", "K01" ] }, { "handle": "ram", "title": "Ram", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9098, "drivers": [ "M01", "M03", "O01", "L02", "M04" ] }, { "handle": "casey-s-general-stores", "title": "Casey's General Stores", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.9036, "drivers": [ "M01", "M03", "L02", "O01", "M04" ] }, { "handle": "mfa-oil", "title": "MFA Oil", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8995, "drivers": [ "M01", "M03", "K01", "O01", "N04" ] }, { "handle": "super-wash", "title": "Super Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.891, "drivers": [ "M03", "N04", "O01", "L02", "M04" ] }, { "handle": "cabelas", "title": "Cabela's", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8908, "drivers": [ "M01", "M03", "N01", "L02", "M04" ] }, { "handle": "polaris", "title": "Polaris", "category": "Automotive", "subcategory": "Motorcycles", "similarity": 0.8878, "drivers": [ "M01", "M03", "L02", "K01", "O01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: