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Birchbox

Brands
Beauty
Playground →Docs

Birchbox's nearest audiences are a mix of content websites, B2B agencies, fashion brands, and comedians — with no other Beauty brand appearing in the top 10.

The shape is flat: all ten neighbors fall within a narrow band from 0.91 down to 0.89, with no single dominant pull. The top three are all Websites: Apartment Therapy at 0.91, Thought Catalog at 0.91, and The Strategist at 0.90. These are joined by two Fashion brands — Madewell (social) at 0.90 and Warby Parker at 0.90 — and another Website, Cool Hunting at 0.90. Rounding out the ten are PSFK (0.90, Website), lifestyle influencer Kelly Oxford (0.90), B2B firm Pentagram Design (0.89), and Co.Design (0.89, Website).

Subcategory-wise, five of the ten neighbors are Websites, two are Fashion brands, one is a B2B brand, one is a Lifestyle influencer, and one is a B2B design firm — and zero are Beauty brands. The cross-kind character here is the finding: Birchbox's audience shape aligns most closely with design-and-culture content properties and direct-to-consumer fashion brands, not with other beauty or personal care entities in the top 10.

This flat, cross-category cluster suggests an audience defined less by a single vertical than by a taste profile that spans editorial content, design awareness, and considered consumer brands.

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": "birchbox", "title": "Birchbox", "category": "Brands", "subcategory": "Beauty", "resolved": "birchbox", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "apttherapy", "title": "Apartment Therapy", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9115, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "thoughtcatalog", "title": "Thought Catalog", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9085, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "strategist", "title": "The Strategist", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9002, "drivers": [ "G01", "A02", "G03", "I01", "E06" ] }, { "handle": "madewell_social", "title": "Madewell (social)", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8988, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "coolhunting", "title": "Cool Hunting", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.898, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "warbyparker", "title": "Warby Parker", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8978, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "psfk", "title": "PSFK", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8974, "drivers": [ "G01", "A02", "G03", "I01", "E06" ] }, { "handle": "kellyoxford", "title": "Kelly Oxford", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.8972, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "pentagram", "title": "Pentagram Design", "category": "Brands", "subcategory": "B2B", "similarity": 0.8948, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "fastcodesign", "title": "Co.Design", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8946, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] } ] }
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