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Guitar Center

Retail
Music
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Guitar Center's top 10 nearest neighbors span seven distinct subcategories — no single category dominates, and only one neighbor shares its own Music retail subcategory.

The shape is broad: scores run from 0.88 down to 0.78 with no sharp drop-off, and the neighbor set reads like a cross-section of American retail and services. Music (0.88) is the closest match and the lone fellow Music retailer in the top 10. After that, the set immediately diversifies: Best Buy (0.83, Electronics retail) is the second-strongest pull, followed by Victoria's Secret (0.80, Womens Apparel) and LensCrafters (0.79, Eyewear). The fifth neighbor, Commercial Real Estate (0.78), is an Industrial & Commercial Service entity — a category that has nothing to do with music retail but whose audience shape lands inside Guitar Center's nearest cluster. Homewood Suites by Hilton (0.78, Mid-range Hotels), Target (0.78, Big Box Retailers), Dave's Hot Chicken (0.78, QSR), Juice & Smoothies (0.78, Juice and Smoothies), and Mazda (0.78, Car Makers) round out the ten — spanning hospitality, big-box, quick-service dining, and automotive. The cross-kind pattern here is the defining feature: nine of the ten neighbors come from entirely different subcategories than Guitar Center itself.

This broad, category-agnostic shape suggests Guitar Center's audience is not a narrow enthusiast segment but a general consumer profile that overlaps with mainstream retail and services across the board.

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": "guitar-center", "title": "Guitar Center", "category": "Retail", "subcategory": "Music", "resolved": "guitar-center", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "music", "title": "Music", "category": "Retail", "subcategory": "Music", "similarity": 0.8777, "drivers": [ "N01", "N02", "M01", "K01", "M03" ] }, { "handle": "best-buy", "title": "Best Buy", "category": "Retail", "subcategory": "Electronics", "similarity": 0.8286, "drivers": [ "N01", "N02", "M01", "K01", "M03" ] }, { "handle": "victoria-s-secret", "title": "Victoria's Secret", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.7965, "drivers": [ "K01", "N01", "M01", "N02", "M03" ] }, { "handle": "lenscrafters", "title": "LensCrafters", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.7894, "drivers": [ "N02", "M01", "N01", "K01", "M03" ] }, { "handle": "commercial-real-estate", "title": "Commercial Real Estate", "category": "Industrial & Commercial Service", "subcategory": "Commercial Real Estate", "similarity": 0.783, "drivers": [ "M01", "N02", "N01", "M03", "K01" ] }, { "handle": "homewood-suites-by-hilton", "title": "Homewood Suites by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.7815, "drivers": [ "N01", "N02", "M01", "M03", "G01" ] }, { "handle": "target", "title": "Target", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.7812, "drivers": [ "N01", "N02", "K01", "M03", "M01" ] }, { "handle": "dave-s-hot-chicken", "title": "Dave’s Hot Chicken", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7802, "drivers": [ "M01", "N01", "K01", "N02", "M03" ] }, { "handle": "juice-and-smoothies", "title": "Juice & Smoothies", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.78, "drivers": [ "N01", "N02", "M01", "K01", "M03" ] }, { "handle": "mazda", "title": "Mazda", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.776, "drivers": [ "N02", "N01", "M01", "M03", "M04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: