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The Spice & Tea Exchange

Grocery & Food Retail
Specialty
Playground →Docs

Four of The Spice & Tea Exchange's ten nearest neighbors by audience shape are boating entities — a concentration that defines the top of the set more than any food or retail parallel does. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.92 means the audiences look nearly identical in structure, regardless of what the entities sell.

Kilwins leads at 0.92, the only food-adjacent neighbor in the top 10, followed immediately by Boating (0.86), West Marine (0.85), and Freedom Boat Club (0.83) — three boating subcategory entries in positions two through four. Carefree Boat Club (0.78) adds a fourth. Alongside them sit Coastal Living (0.83, Magazines), Ascend Resort Collection (0.82, Boutique and Specialized Lodging), Backcountry (0.78, Outdoors), Worldmark by Wyndham (0.78, Mid-range Hotels), and UBS Group (0.77, Banks). No other Specialty grocery entity appears in the top 10; the cluster is built almost entirely from leisure, hospitality, and outdoor-lifestyle audiences. The broad shape reflects the fact that no single neighbor dominates — scores descend gradually from 0.92 to 0.77 — but the boating subcategory's four-entry presence gives the set a clear gravitational center.

The overall picture is an audience whose shape aligns with affluent, activity-oriented leisure rather than with the food retail category the center entity occupies.

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": "spice-and-tea-exchange", "title": "The Spice & Tea Exchange", "category": "Grocery & Food Retail", "subcategory": "Specialty", "resolved": "spice-and-tea-exchange", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "kilwins", "title": "Kilwins", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.9209, "drivers": [ "J02", "J05", "K01", "K02", "H02" ] }, { "handle": "boating", "title": "Boating", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8627, "drivers": [ "J05", "J02", "K02", "J01", "J04" ] }, { "handle": "west-marine", "title": "West Marine", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8546, "drivers": [ "J02", "J05", "K02", "J04", "J01" ] }, { "handle": "freedom-boat-club", "title": "Freedom Boat Club", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.8345, "drivers": [ "J05", "J02", "K02", "J03", "K01" ] }, { "handle": "coastalliving", "title": "Coastal Living", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.826, "drivers": [ "J02", "J05", "K02", "J01", "J03" ] }, { "handle": "ascend-resort-collection", "title": "Ascend Resort Collection", "category": "Hospitality & Lodging", "subcategory": "Boutique and Specialized Lodging", "similarity": 0.8175, "drivers": [ "J05", "J02", "K01", "J01", "H02" ] }, { "handle": "backcountry", "title": "Backcountry", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.7839, "drivers": [ "J02", "J05", "H02", "K01", "J01" ] }, { "handle": "carefree-boat-club", "title": "Carefree Boat Club", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.779, "drivers": [ "J05", "J02", "K01", "H02", "J03" ] }, { "handle": "worldmark-by-wyndham", "title": "Worldmark by Wyndham", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.7754, "drivers": [ "J05", "J02", "K01", "H02", "K02" ] }, { "handle": "ubs-group", "title": "UBS Group", "category": "Financial", "subcategory": "Banks", "similarity": 0.7698, "drivers": [ "J02", "J05", "H04", "H02", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: