Share

Safelite

Automotive
Maintenance and Repair Services
Playground →Docs

Ten different subcategories appear across Safelite's ten nearest neighbors — a distribution that signals a broad, undifferentiated audience shape with no single cluster pulling the pattern.

WinCo Foods leads at 0.76, the only grocery entry in the top 10, followed by the Milwaukee Brewers (0.71), Flooring America (0.71), Friendly's (0.71), and Interstate Batteries (0.70). That five-entity stretch spans a grocery chain, a sports team, a home goods retailer, a casual dining chain, and an automotive service provider — no two share a subcategory. The remaining five — HobbyTown USA, Furniture Row, Pita Pit, Famous Footwear, and Once Upon a Child — extend the spread into hobbies, furniture, QSR, footwear, and thrift retail. Interstate Batteries (0.70) is the only neighbor in the top 10 that shares Safelite's own subcategory, Maintenance and Repair Services; every other neighbor comes from a different corner of the retail and services landscape.

The scores themselves are compressed — 0.76 at the top, 0.69 at the bottom — consistent with the broad shape: no single entity dominates, and the audience composition resembles a wide cross-section of everyday consumer brands rather than a tight automotive or home-services cluster.

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": "safelite", "title": "Safelite", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "resolved": "safelite", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "winco-foods", "title": "WinCo Foods", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.763, "drivers": [ "F03", "I03", "F01", "N02", "B03" ] }, { "handle": "brewers", "title": "Milwaukee Brewers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7116, "drivers": [ "F03", "L02", "F01", "B03", "A06" ] }, { "handle": "flooring-america", "title": "Flooring America", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.7077, "drivers": [ "F03", "I03", "L02", "F01", "B03" ] }, { "handle": "friendly-s", "title": "Friendly's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7055, "drivers": [ "N01", "N02", "I03", "B03", "P04" ] }, { "handle": "interstate-batteries", "title": "Interstate Batteries", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7033, "drivers": [ "F03", "B03", "I03", "N02", "N01" ] }, { "handle": "hobbytown-usa", "title": "HobbyTown USA", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.697, "drivers": [ "F03", "I03", "B03", "F01", "N02" ] }, { "handle": "furniture-row", "title": "Furniture Row", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.6953, "drivers": [ "F03", "A06", "N01", "N02", "B03" ] }, { "handle": "pita-pit", "title": "Pita Pit", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.6938, "drivers": [ "N02", "N01", "I03", "A06", "B03" ] }, { "handle": "famous-footwear", "title": "Famous Footwear", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.6904, "drivers": [ "N01", "N02", "F03", "F01", "A06" ] }, { "handle": "once-upon-a-child", "title": "Once Upon a Child", "category": "Retail", "subcategory": "Thrift Stores", "similarity": 0.6895, "drivers": [ "N01", "F03", "I03", "N02", "F01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: