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Charmin's top 10 neighbors span five distinct subcategories — Home brands, Sweets, Food, Beauty, and one Athlete — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from 0.84 (Swiffer) down to 0.82 (Olay) across the full top 10, a range of roughly two points. The three closest neighbors — Swiffer (0.84), Bounty (0.84), and Crest (0.84) — are all Home-subcategory brands, the same subcategory as Charmin itself, which gives the cluster a same-kind core. But that core dissolves quickly: positions four through seven are OREO Cookie (0.83), Klondike (0.82), Olay (0.82), and Breyers (0.82) — Sweets and Beauty brands with no obvious thematic link to household paper. Rounding out the ten is R-Truth (0.82), a Celebrities and Influencers / Athletes entry, the only non-brand in the top 10. The mix of Home, Sweets, Food, and Beauty neighbors, all compressed into a narrow scoring band, points to an audience defined less by product category than by a broad, mainstream consumer profile that overlaps with everyday packaged goods across the store.

The flat shape here reflects an audience with wide, undifferentiated overlap across mass-market brands rather than a tight affinity for any single product world.

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": "charmin", "title": "Charmin", "category": "Brands", "subcategory": "Home", "resolved": "charmin", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "swiffer", "title": "Swiffer", "category": "Brands", "subcategory": "Home", "similarity": 0.8386, "drivers": [ "N04", "O03", "O04", "F04", "Q08" ] }, { "handle": "bounty", "title": "Bounty", "category": "Brands", "subcategory": "Home", "similarity": 0.8373, "drivers": [ "N04", "O03", "F04", "O04", "Q08" ] }, { "handle": "crest", "title": "Crest", "category": "Brands", "subcategory": "Home", "similarity": 0.8366, "drivers": [ "N04", "O03", "O04", "Q08", "N02" ] }, { "handle": "oreo", "title": "OREO Cookie", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8258, "drivers": [ "N04", "O03", "O04", "Q05", "Q08" ] }, { "handle": "klondikebar", "title": "Klondike", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8244, "drivers": [ "N04", "O03", "O04", "Q08", "Q05" ] }, { "handle": "olayskin", "title": "Olay", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8209, "drivers": [ "N04", "O03", "O04", "Q08", "F04" ] }, { "handle": "breyers", "title": "Breyers", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8198, "drivers": [ "N04", "O04", "O03", "Q08", "Q05" ] }, { "handle": "ronkillings", "title": "R-Truth", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8158, "drivers": [ "N04", "O03", "Q08", "O04", "Q05" ] }, { "handle": "realduncanhines", "title": "Duncan Hines", "category": "Brands", "subcategory": "Food", "similarity": 0.8157, "drivers": [ "N04", "O04", "Q08", "O03", "F04" ] }, { "handle": "downy", "title": "Downy", "category": "Brands", "subcategory": "Home", "similarity": 0.8155, "drivers": [ "N04", "O04", "O03", "N02", "Q05" ] } ] }
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