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Precision Tune Auto Care

Automotive
Maintenance and Repair Services
Playground →Docs

Krispy Kreme Doughnuts is the strongest pull in Precision Tune Auto Care's top 10, scoring 0.81 — and it isn't another auto repair shop. That cross-kind lead is the defining structural feature here: the shape is two-peak, meaning the neighbor set splits into two distinct audience neighborhoods rather than converging on one.

The first peak is anchored by Krispy Kreme Doughnuts (0.81) and SecurCare Self Storage (0.79) — a bakery and a storage brand, both outside automotive entirely. The second peak is automotive: DriveTime (0.77), MAACO (0.75), and Auto Glass Now (0.75) are all Automotive subcategory neighbors, with MAACO and Auto Glass Now sharing Precision Tune's own Maintenance and Repair Services subcategory. So the top 10 bridges two distinct clusters: everyday-errand service brands (food, storage) and automotive service providers.

The remaining neighbors reinforce the errand-cluster side: The Juicy Crab (0.75) and Waffle House (0.74) are casual dining; Terry Crews (0.76) is the lone celebrity in the top 10, appearing as an actor. City Gear (0.75) adds a retail presence. Red Roof Inn (0.72) rounds out the set as a budget lodging brand.

The two-peak structure suggests this audience is defined less by automotive loyalty than by a broader pattern of value-oriented, brick-and-mortar service consumption — one that spans repair shops, quick-service food, and budget storage in roughly equal measure.

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": "precision-tune-auto-care", "title": "Precision Tune Auto Care", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "resolved": "precision-tune-auto-care", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "krispy-kreme-doughnuts", "title": "Krispy Kreme Doughnuts", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8076, "drivers": [ "Q03", "N03", "M01", "Q02", "F05" ] }, { "handle": "securcare-self-storage", "title": "SecurCare Self Storage", "category": "Services", "subcategory": "Moving and Storage", "similarity": 0.7879, "drivers": [ "F05", "N03", "Q03", "Q08", "M01" ] }, { "handle": "drivetime", "title": "DriveTime", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7725, "drivers": [ "Q03", "F05", "Q04", "M01", "Q08" ] }, { "handle": "terrycrews", "title": "Terry Crews", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7553, "drivers": [ "F04", "O04", "Q02", "Q08", "J02" ] }, { "handle": "maaco", "title": "MAACO", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7541, "drivers": [ "Q03", "M01", "N03", "Q08", "Q04" ] }, { "handle": "auto-glass-now", "title": "Auto Glass Now", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7531, "drivers": [ "Q04", "Q08", "Q02", "O04", "Q03" ] }, { "handle": "juicy-crab", "title": "The Juicy Crab", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7521, "drivers": [ "E02", "N03", "F05", "Q04", "M01" ] }, { "handle": "city-gear", "title": "City Gear", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.7477, "drivers": [ "Q04", "Q02", "Q08", "O04", "E02" ] }, { "handle": "waffle-house", "title": "Waffle House", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7427, "drivers": [ "N03", "F05", "M01", "Q03", "O04" ] }, { "handle": "red-roof-inn", "title": "Red Roof Inn", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.7165, "drivers": [ "F05", "Q03", "O04", "Q08", "M01" ] } ] }
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