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Bobcat

Industrial & Commercial Service
Manufacturing and Production Services
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Four of Bobcat's ten nearest neighbors are car makers — Chevrolet (0.93), GMC (0.91), Ram (0.88), and Ford Motor Company (0.87) — yet the remaining six span budget lodging, hardware retail, alcohol, telecom, and industrial services, with no single category dominating the set.

The shape is broad: scores run from 0.93 down to 0.87 across ten neighbors with no sharp drop-off, and the neighbor mix is genuinely heterogeneous. Fastenal (0.91) is the top hardware entry; Super 8 (0.90) and Baymont Inn & Suites (0.89) represent budget lodging; Busch Beer (0.89) is the lone alcohol brand; The Cat Rental Store (0.89) is the only other Industrial & Commercial Service entity in the top 10; and U.S. Cellular (0.88) rounds out the set as the sole telecom entry. No neighbor shares Bobcat's own subcategory of Manufacturing and Production Services. The audience shape here is defined less by any single industry vertical than by a consistent cross-category profile — one that aligns with American truck brands, regional hardware chains, budget travel, and value-oriented consumer goods simultaneously.

This broad, multi-category overlap suggests Bobcat's audience is a recognizable demographic cluster that shows up reliably across a wide range of brands rather than concentrating around any one sector.

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": "bobcat", "title": "Bobcat", "category": "Industrial & Commercial Service", "subcategory": "Manufacturing and Production Services", "resolved": "bobcat", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "chevrolet", "title": "Chevrolet", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9295, "drivers": [ "L02", "M01", "O01", "M03", "K01" ] }, { "handle": "fastenal", "title": "Fastenal", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9148, "drivers": [ "M01", "L02", "O01", "M04", "O03" ] }, { "handle": "gmc-general-motors-company", "title": "GMC (General Motors Company)", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9057, "drivers": [ "M01", "L02", "O01", "F03", "M03" ] }, { "handle": "super-8", "title": "Super 8", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.8958, "drivers": [ "M01", "L02", "O01", "M04", "F03" ] }, { "handle": "buschbeer", "title": "Busch Beer", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8906, "drivers": [ "L02", "M01", "O01", "M03", "M04" ] }, { "handle": "cat-rental-store", "title": "The Cat Rental Store", "category": "Industrial & Commercial Service", "subcategory": "Other Business Services", "similarity": 0.8902, "drivers": [ "M01", "L02", "O01", "M04", "F03" ] }, { "handle": "baymont-inn-and-suites", "title": "Baymont Inn & Suites", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.8865, "drivers": [ "L02", "M01", "O01", "F03", "O03" ] }, { "handle": "uscellular", "title": "U.S. Cellular", "category": "Brands", "subcategory": "Telecommunications", "similarity": 0.8823, "drivers": [ "L02", "M01", "O01", "F03", "F01" ] }, { "handle": "ram", "title": "Ram", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8753, "drivers": [ "M01", "L02", "O01", "M04", "M03" ] }, { "handle": "ford-motor-company", "title": "Ford Motor Company", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8717, "drivers": [ "M01", "L02", "O01", "M04", "K01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: