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Miscellaneous

Services
Miscellaneous
Playground →Docs

Four of the ten nearest neighbors to Miscellaneous are Automotive — two parts-and-accessories retailers and two car makers — making that the single most concentrated subcategory cluster in the set, despite the center entity being a Services / Miscellaneous property.

Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 1.0 indicates near-identical audience shape. The only neighbor sharing the center's own subcategory is Walmart Photo Center at 0.9989, the highest score in the set. After that, the top 10 spread across eight distinct subcategories. NAPA Auto Parts (0.95) and CARQUEST Auto Parts (0.90) represent Parts and Accessories; Buick (0.91) and Ford Motor Company (0.89) represent Car Makers. Alongside them sit Russell Cellular (0.93, Electronics), Tractor Supply Co. (0.92, Home Improvement and Hardware), Walmart Vision Center (0.92, Eyewear), Agricultural Supplies (0.91), and Outdoor Life (0.90, Magazines). The broad shape flag reflects this accurately: scores run from 0.89 to 0.9989 with no single dominant cluster pulling far ahead of the rest, and the neighbor mix spans retail, automotive, media, and services without settling into any one category.

The overall picture is a rurally-oriented, practically-minded audience that overlaps with automotive, farm-supply, and outdoor-media properties at roughly equal weight — a generalist shape with no single tribal anchor.

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": "miscellaneous", "title": "Miscellaneous", "category": "Services", "subcategory": "Miscellaneous", "resolved": "miscellaneous", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "walmart-photo-center", "title": "Walmart Photo Center", "category": "Services", "subcategory": "Miscellaneous", "similarity": 0.9989, "drivers": [ "M01", "N03", "K01", "N02", "N01" ] }, { "handle": "napa-auto-parts", "title": "NAPA Auto Parts", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.9524, "drivers": [ "M01", "K01", "N03", "N02", "O01" ] }, { "handle": "russell-cellular", "title": "Russell Cellular", "category": "Retail", "subcategory": "Electronics", "similarity": 0.9281, "drivers": [ "N03", "M01", "N02", "N01", "K01" ] }, { "handle": "tractor-supply-co", "title": "Tractor Supply Co.", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9181, "drivers": [ "M01", "K01", "N02", "N01", "M03" ] }, { "handle": "walmart-vision-center", "title": "Walmart Vision Center", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.9181, "drivers": [ "M01", "N03", "K01", "L02", "N02" ] }, { "handle": "agricultural-supplies", "title": "Agricultural Supplies", "category": "Retail", "subcategory": "Agricultural Supplies", "similarity": 0.9128, "drivers": [ "M01", "N02", "K01", "N01", "L02" ] }, { "handle": "buick", "title": "Buick", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9081, "drivers": [ "M01", "L02", "K01", "N03", "O01" ] }, { "handle": "carquest-auto-parts", "title": "CARQUEST Auto Parts", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.903, "drivers": [ "M01", "K01", "N03", "N02", "O01" ] }, { "handle": "outdoorlife", "title": "Outdoor Life", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9025, "drivers": [ "M01", "N03", "N02", "K01", "N01" ] }, { "handle": "ford-motor-company", "title": "Ford Motor Company", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8872, "drivers": [ "M01", "K01", "L02", "O01", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: