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NAPA KNOW HOW

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The top 10 neighbors for NAPA KNOW HOW form a tight, homogeneous cluster — scores run from 0.93 down to 0.91 with no single dominant outlier — and virtually every entity in that band belongs to the NASCAR ecosystem.

Similarity here measures how closely two entities' audiences resemble each other in composition. The top two neighbors, NASCAR from B/R (0.93) and Team Chevy (0.93), sit nearly level, followed by Hendrick Motorsports (0.92), Kenny Wallace (0.92), and Fox: NASCAR (0.92). Tallying the subcategories across all 10: Athletes (3 — Kenny Wallace, Michael Waltrip, Darrell Waltrip), a News Publisher, an Auto brand, a Sports Team, two TV Channels, an Entertainment brand, and a Sports League. Every one of those entities is directly tied to motorsport. NAPA KNOW HOW's own subcategory is B2B; no other B2B brand appears in the top 10, meaning the audience shape here is defined entirely by the racing world rather than by the brand's own commercial category. The one mild outlier in kind is Darrell Waltrip (0.91), classified as a TV Personality rather than an Athlete, but he remains firmly within the NASCAR media orbit.

The flat shape confirms there is no single anchor pulling harder than the rest — this is a cohesive, sport-specific audience that distributes evenly across drivers, teams, broadcasters, and racing media.

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": "napaknowhow", "title": "NAPA KNOW HOW", "category": "Brands", "subcategory": "B2B", "resolved": "napaknowhow", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "br_nascar", "title": "NASCAR from B/R", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9268, "drivers": [ "N04", "N01", "M03", "M04", "M01" ] }, { "handle": "teamchevy", "title": "Team Chevy", "category": "Brands", "subcategory": "Auto", "similarity": 0.9265, "drivers": [ "N04", "N01", "M01", "O01", "M03" ] }, { "handle": "teamhendrick", "title": "Hendrick Motorsports", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9201, "drivers": [ "N04", "N01", "M03", "O01", "M01" ] }, { "handle": "kenny_wallace", "title": "Kenny Wallace", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9188, "drivers": [ "N04", "N01", "O01", "M01", "M03" ] }, { "handle": "nascaronfox", "title": "Fox: NASCAR", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.917, "drivers": [ "N04", "N01", "M03", "O01", "M01" ] }, { "handle": "xfinityracing", "title": "Xfinity Racing", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.9145, "drivers": [ "N04", "N01", "O01", "N02", "M03" ] }, { "handle": "mw55", "title": "Michael Waltrip", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9123, "drivers": [ "N04", "N01", "M03", "N02", "O01" ] }, { "handle": "allwaltrip", "title": "Darrell Waltrip", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9112, "drivers": [ "N04", "N01", "M03", "O01", "N02" ] }, { "handle": "nascaronnbc", "title": "NASCAR on NBC", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9101, "drivers": [ "N04", "N01", "M03", "O01", "K01" ] }, { "handle": "nascar", "title": "NASCAR", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.9099, "drivers": [ "N04", "N01", "M03", "M01", "O01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: