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Zaxby's

Restaurants & Eateries
Fast Casual Dining
Playground →Docs

At the top of Zaxby's similarity graph, an automotive service chain sits nearly level with a restaurant: Express Oil Change scores 0.90, just a hair above Waffle House at 0.89 — and that pairing defines the two-peak structure of this audience.

The top 10 splits into two recognizable clusters. One is automotive and vehicle services: Express Oil Change (0.90), Take 5 Car Wash (0.88), and Joe Hudson's Collision Center (0.84) together account for three of the ten slots. The other is casual and regional dining: Waffle House (0.89), Bojangles' (0.88), and — further down — the broader food-and-retail tier represented by Belk (0.88) and TrustMark (0.86). Neither cluster is a close match for Zaxby's own subcategory of Fast Casual Dining; the two restaurant neighbors are classified as Casual Dining, not Fast Casual. The remaining three neighbors — athlete Inky Johnson (0.85), author Thom Rainer (0.84), and spiritual leader David Platt (0.84) — sit at the lower end of the top 10 and point toward a distinctly Southern, faith-adjacent audience layer that neither cluster fully captures on its own.

The two-peak shape here signals an audience that bridges routine service consumption and regional dining culture — two behaviors that don't obviously overlap but converge sharply around this brand.

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": "zaxby-s", "title": "Zaxby's", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "resolved": "zaxby-s", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "express-oil-change", "title": "Express Oil Change", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8957, "drivers": [ "I01", "N03", "E06", "E03", "P06" ] }, { "handle": "waffle-house", "title": "Waffle House", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8943, "drivers": [ "N03", "I01", "M02", "L03", "M01" ] }, { "handle": "bojangles", "title": "Bojangles'", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8846, "drivers": [ "N03", "L03", "I01", "E06", "P06" ] }, { "handle": "take-5-car-wash", "title": "Take 5 Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8794, "drivers": [ "N03", "E06", "I01", "E03", "G01" ] }, { "handle": "belk", "title": "Belk", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8784, "drivers": [ "E06", "I01", "N03", "Q01", "E03" ] }, { "handle": "trust-mark", "title": "Trust Mark", "category": "Financial", "subcategory": "Banks", "similarity": 0.8634, "drivers": [ "E06", "I01", "N03", "N02", "Q01" ] }, { "handle": "inkyjohnson", "title": "Inky Johnson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8517, "drivers": [ "I01", "E06", "L03", "Q01", "A02" ] }, { "handle": "thomrainer", "title": "Thom Rainer", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8402, "drivers": [ "N03", "E06", "I01", "L03", "M02" ] }, { "handle": "plattdavid", "title": "David Platt", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.84, "drivers": [ "L03", "M02", "I01", "E06", "P06" ] }, { "handle": "joe-hudson-s-collision-center", "title": "Joe Hudson's Collision Center", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.839, "drivers": [ "E06", "N03", "I01", "A02", "G01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: