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Auto Glass Now

Automotive
Maintenance and Repair Services
Playground →Docs

The top 10 neighbors for Auto Glass Now — an automotive maintenance and repair service — are dominated by musicians, actors, and comedians, with no other automotive maintenance or repair entity appearing in the set. The shape is flat: scores run from 0.88 down to 0.85 with no single neighbor pulling away from the pack.

Rainbow Shops (0.88), a women's apparel retailer, sits at the top, followed closely by musicians Patti LaBelle (0.86) and Big Boi (0.86), comedian Arsenio Hall (0.86), and musician Teyana Taylor (0.86). Tallying the full top 10 by subcategory: six are Musicians and Bands (Patti LaBelle, Big Boi, Teyana Taylor, Monica, Jill Scott, Maxwell), two are Comedians (Arsenio Hall, DeRay Davis), one is a Journalist (Chris Broussard), and one is a QSR restaurant (American Deli). The lone non-celebrity, non-restaurant entry in the top 10 is Rainbow Shops. No other automotive entity appears in the top 10.

The cross-kind pattern here is the defining structural fact: an automotive repair service whose nearest audience shapes belong almost entirely to musicians and comedians, not to other service brands or automotive categories.

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": "auto-glass-now", "title": "Auto Glass Now", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "resolved": "auto-glass-now", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "rainbow-shops", "title": "Rainbow Shops", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8754, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "mspattipatti", "title": "Patti LaBelle", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8624, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "arseniohall", "title": "Arsenio Hall", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8615, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "bigboi", "title": "Big Boi", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8599, "drivers": [ "Q04", "O04", "Q02", "Q08", "E02" ] }, { "handle": "teyanataylor", "title": "Teyana Taylor", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8583, "drivers": [ "Q04", "O04", "Q02", "Q08", "E02" ] }, { "handle": "chris_broussard", "title": "Chris Broussard", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8578, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "deraydavis", "title": "DeRay Davis", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8564, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "monicadenise", "title": "Monica", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8542, "drivers": [ "Q04", "O04", "Q02", "Q08", "E02" ] }, { "handle": "american-deli", "title": "American Deli", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8539, "drivers": [ "Q04", "Q02", "Q08", "O04", "E02" ] }, { "handle": "kandi", "title": "Kandi Burruss", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8533, "drivers": [ "Q04", "O04", "Q02", "Q08", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: