Share

The Tire Choice & Total Car Care

Automotive
Maintenance and Repair Services
Playground →Docs

The nearest neighbor in The Tire Choice & Total Car Care's top 10 is Tommy's Express Car Wash at 0.75 — a car wash and detailing service, not another maintenance and repair shop. That cross-kind lead sets the tone for a broad audience shape with no single dominant cluster.

Across the top 10, the subcategory mix is notably diverse. Restaurants account for three slots: Steak 'n Shake (0.71, Fast Casual Dining), Marco's Pizza (0.71, Casual Dining), and LongHorn Steakhouse (0.68, Casual Dining). Retail appears once with Once Upon a Child (0.71, Thrift Stores). Entertainment enters via Urban Air Trampoline Park (0.69, Entertainment Centers). The sports media lane shows up through Herd w/Colin Cowherd (0.69, TV Shows) and two athletes — Ty Hill (0.68) and Travis Kelce (0.68). The NFL Draft (0.68, Sports Leagues) rounds out the set. Only one neighbor shares the center entity's own subcategory: Grease Monkey Auto (0.67, Maintenance and Repair Services), making it the lone same-kind match in the top 10.

The spread — car services, casual dining, thrift retail, family entertainment, and NFL-adjacent media — points to an audience defined less by automotive interest than by a broad, everyday-errand lifestyle profile.

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": "tire-choice-and-total-car-care", "title": "The Tire Choice & Total Car Care", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "resolved": "tire-choice-and-total-car-care", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "tommy-s-express-car-wash", "title": "Tommy's Express Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.7497, "drivers": [ "N03", "Q01", "I01", "G03", "F01" ] }, { "handle": "steak-n-shake", "title": "Steak 'n Shake", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.7113, "drivers": [ "N03", "P03", "Q01", "I01", "E06" ] }, { "handle": "once-upon-a-child", "title": "Once Upon a Child", "category": "Retail", "subcategory": "Thrift Stores", "similarity": 0.709, "drivers": [ "G01", "G03", "I01", "E06", "P03" ] }, { "handle": "marco-s-pizza", "title": "Marco's Pizza", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7075, "drivers": [ "N03", "E06", "C03", "Q01", "G01" ] }, { "handle": "urban-air-trampoline-park", "title": "Urban Air Trampoline Park", "category": "Entertainment & Leisure", "subcategory": "Entertainment Centers", "similarity": 0.6927, "drivers": [ "N03", "E06", "P03", "A02", "C04" ] }, { "handle": "theherd", "title": "Herd w/Colin Cowherd", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.6854, "drivers": [ "G03", "I01", "G01", "A02", "E06" ] }, { "handle": "cheetah", "title": "Ty Hill", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6844, "drivers": [ "M01", "N03", "G01", "E06", "G03" ] }, { "handle": "longhorn-steakhouse", "title": "LongHorn Steakhouse", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6792, "drivers": [ "N03", "P03", "G01", "E06", "Q01" ] }, { "handle": "nfldraft", "title": "NFL Draft", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.6754, "drivers": [ "N03", "I01", "E06", "Q01", "G03" ] }, { "handle": "tkelce", "title": "Travis Kelce", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6751, "drivers": [ "M01", "B04", "E06", "G03", "I01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: