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B2B Services & Wholesale

Industrial & Commercial Service
B2B Services and Wholesale
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At 0.9539, RDO Equipment Co pulls away from every other neighbor in the top 10 — the next closest, Auto Value, sits more than six points behind at 0.8901. That gap defines the spike structure here: one near-identical audience, then a spread of cross-kind neighbors that share the same underlying shape without sharing the same category.

Beyond RDO Equipment Co — the only other B2B Services and Wholesale entity in the top 10 — the neighbor set is dominated by automotive and hospitality brands. Car makers account for three slots: Dodge (0.8505), Jeep (0.8460), and Buick (0.8438). Automotive parts and accessories add two more: Auto Value and CARQUEST Auto Parts (0.8439). Hospitality fills three positions — Cobblestone Inn & Suites (0.8813) and AmericInn (0.8751) as mid-range hotels, and Super 8 (0.8382) in the budget tier. Do It Best (0.8684), a home improvement and hardware retailer, rounds out the ten. The pattern is consistent: an audience shaped by working-trade and rural-commercial contexts, where automotive supply, roadside lodging, and hardware retail all draw comparable compositions.

The spike on RDO Equipment Co signals a structurally concentrated audience — one near-twin and a wide ring of cross-kind neighbors that converge on the same profile from different commercial angles.

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": "b2b-services-and-wholesale", "title": "B2B Services & Wholesale", "category": "Industrial & Commercial Service", "subcategory": "B2B Services and Wholesale", "resolved": "b2b-services-and-wholesale", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "rdo-equipment-co", "title": "RDO Equipment Co", "category": "Industrial & Commercial Service", "subcategory": "B2B Services and Wholesale", "similarity": 0.9539, "drivers": [ "M01", "L02", "O01", "K01", "B03" ] }, { "handle": "auto-value", "title": "Auto Value", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8901, "drivers": [ "M01", "L02", "O01", "K01", "F03" ] }, { "handle": "cobblestone-inn-and-suites", "title": "Cobblestone Inn & Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8813, "drivers": [ "M01", "L02", "O01", "K01", "F03" ] }, { "handle": "americinn", "title": "AmericInn", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8751, "drivers": [ "M01", "L02", "O01", "K01", "F03" ] }, { "handle": "do-it-best", "title": "Do It Best", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.8684, "drivers": [ "M01", "L02", "K01", "O01", "N03" ] }, { "handle": "dodge", "title": "Dodge", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8505, "drivers": [ "M01", "L02", "O01", "K01", "N02" ] }, { "handle": "jeep", "title": "Jeep", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.846, "drivers": [ "M01", "L02", "O01", "K01", "N02" ] }, { "handle": "carquest-auto-parts", "title": "CARQUEST Auto Parts", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8439, "drivers": [ "M01", "L02", "O01", "K01", "N02" ] }, { "handle": "buick", "title": "Buick", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8438, "drivers": [ "M01", "L02", "O01", "K01", "N02" ] }, { "handle": "super-8", "title": "Super 8", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.8382, "drivers": [ "M01", "L02", "O01", "K01", "F03" ] } ] }
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