Share

Krispy Kreme Doughnuts

Restaurants & Eateries
Bakeries Desserts and Confectioneries
Playground →Docs

Automotive maintenance is the dominant signal in Krispy Kreme's nearest audience neighborhood — a cross-kind finding that defines the shape of this data. The top neighbor is Precision Tune Auto Care at 0.81, an auto maintenance and repair service, and three of the next four closest neighbors are also outside the food category entirely: DriveTime (0.76, automotive dealership), SecurCare Self Storage (0.76, moving and storage), and InTown Suites (0.74, mid-range hotels).

The shape is broad — no single neighbor dominates, and scores remain elevated across the full top 10, ranging from 0.81 down to 0.72. Tallying the subcategories across those ten neighbors reveals a genuinely mixed cluster: automotive maintenance and repair (Precision Tune, Auto Glass Now), automotive dealerships (DriveTime), mid-range hotels (InTown Suites, WoodSpring Hotels), moving and storage (SecurCare Self Storage), casual dining (The Juicy Crab, Hooters), and juice and smoothies (Smoothie King). Only two of the ten neighbors — The Juicy Crab and Hooters — share the broader Restaurants & Eateries category, and neither shares the Bakeries Desserts and Confectioneries subcategory. The audience shape here is defined not by food adjacency but by a cross-category mix of service, lodging, and automotive brands.

This broad, cross-kind pattern suggests an audience whose composition is shared widely across everyday service and convenience categories rather than concentrated within any single sector.

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": "krispy-kreme-doughnuts", "title": "Krispy Kreme Doughnuts", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "resolved": "krispy-kreme-doughnuts", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "precision-tune-auto-care", "title": "Precision Tune Auto Care", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8076, "drivers": [ "Q03", "N03", "M01", "Q02", "F05" ] }, { "handle": "drivetime", "title": "DriveTime", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7598, "drivers": [ "Q03", "M01", "Q02", "K01", "Q04" ] }, { "handle": "securcare-self-storage", "title": "SecurCare Self Storage", "category": "Services", "subcategory": "Moving and Storage", "similarity": 0.7551, "drivers": [ "N03", "M01", "Q02", "F05", "L02" ] }, { "handle": "intown-suites", "title": "InTown Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.7413, "drivers": [ "Q03", "M01", "Q02", "F05", "N03" ] }, { "handle": "woodspring-hotels", "title": "WoodSpring Hotels", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.738, "drivers": [ "N03", "M01", "Q03", "M03", "N01" ] }, { "handle": "juicy-crab", "title": "The Juicy Crab", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7365, "drivers": [ "M01", "N03", "E02", "Q02", "K01" ] }, { "handle": "hooters", "title": "Hooters", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7265, "drivers": [ "M01", "N03", "N01", "M03", "K01" ] }, { "handle": "auto-glass-now", "title": "Auto Glass Now", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7259, "drivers": [ "Q02", "Q04", "M01", "Q03", "Q08" ] }, { "handle": "smoothie-king", "title": "Smoothie King", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.7248, "drivers": [ "M01", "N03", "K01", "M03", "N01" ] }, { "handle": "carvana-logistics-hub", "title": "Carvana Logistics Hub", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7189, "drivers": [ "M01", "N03", "Q02", "M03", "K01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: