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Caliber Car Wash

Services
Car Wash and Detailing
Playground →Docs

The two strongest pulls in Caliber Car Wash's neighbor set point in different directions: Marco's Pizza at 0.68 and Joe Hudson's Collision Center at 0.68 — one a casual dining chain, one an automotive repair service — anchoring a top 10 that bridges two distinct audience neighborhoods.

The shape is two-peak. The automotive cluster is thin at the top — just Joe Hudson's in the Maintenance and Repair Services subcategory — but the dining cluster is dense: Sonny's Real Pit Bar-B-Q (0.65), Krystal (0.64), Monterrey Mexican Restaurant (0.63), and LongHorn Steakhouse (0.63) all land in Casual or Fast Casual Dining. Rounding out the ten are Window World (0.63, Home Improvement and Hardware), Jonathan Scott (0.62, TV Personalities), Bubba Wallace (0.62, Athletes), and Shoe Station (0.62, Footwear). No other Car Wash and Detailing entity appears in the top 10, meaning the audience shape here is defined almost entirely by cross-kind neighbors rather than direct category peers.

The overall picture is an audience that overlaps heavily with everyday, accessible service and dining brands — a practical, routine-errand profile rather than a specialty or enthusiast one.

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": "caliber-car-wash", "title": "Caliber Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "resolved": "caliber-car-wash", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "marco-s-pizza", "title": "Marco's Pizza", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.684, "drivers": [ "N03", "E06", "I01", "Q01", "A06" ] }, { "handle": "joe-hudson-s-collision-center", "title": "Joe Hudson's Collision Center", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.6764, "drivers": [ "E06", "N03", "A02", "G01", "I01" ] }, { "handle": "sonny-s-real-pit-bar-b-q", "title": "Sonny’s Real Pit Bar-B-Q", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.6537, "drivers": [ "O01", "A02", "A06", "E06", "I01" ] }, { "handle": "krystal", "title": "Krystal", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.638, "drivers": [ "A02", "A06", "E03", "E06", "G01" ] }, { "handle": "monterrey-mexican-restaurant", "title": "Monterrey Mexican Restaurant", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6325, "drivers": [ "A06", "E06", "I01", "M01", "N03" ] }, { "handle": "window-world", "title": "Window World", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.6276, "drivers": [ "A02", "N03", "Q01", "E03", "G01" ] }, { "handle": "longhorn-steakhouse", "title": "LongHorn Steakhouse", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6253, "drivers": [ "P03", "E03", "N03", "E06", "A02" ] }, { "handle": "jonathanscott", "title": "Jonathan Scott", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.6248, "drivers": [ "N03", "Q01", "I01", "E06", "P03" ] }, { "handle": "bubbawallace", "title": "Bubba Wallace", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6217, "drivers": [ "N03", "A06", "P03", "Q01", "E06" ] }, { "handle": "shoe-station", "title": "Shoe Station", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.6207, "drivers": [ "A02", "A06", "E03", "E06", "G01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: