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Lil Baby

Celebrities and Influencers
Musicians and Bands
Playground →Docs

All ten of Lil Baby's nearest neighbors are fellow Musicians and Bands, and they arrive in a tight cluster — scores running from 2 Chainz at 0.97 to DaBaby at 0.99, a spread of just 0.02 across the entire set. Similarity here measures how closely two entities' audiences resemble each other in composition; that compressed range means no single neighbor pulls meaningfully ahead of the rest.

The shape is flat and same-kind throughout. DaBaby (0.99), Gucci Mane (0.99), Quavo (0.99), Young Thug (0.99), and Future (0.98) occupy the top five positions, followed closely by Rich The Kid (0.98), Offset (0.98), Lil Durk (0.98), Roddy Ricch (0.98), and 2 Chainz (0.97). No other subcategory — no TV shows, no athletes, no comedians — appears anywhere in the top 10. The neighbor set is a dense, undifferentiated block of musicians.

That uniformity signals an audience whose shape is defined almost entirely by a single genre community, with no meaningful crossover into adjacent entertainment or media categories within these ten positions.

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": "lilbaby4pf", "title": "Lil Baby", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "lilbaby4pf", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "dababydababy", "title": "DaBaby", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9912, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "gucci1017", "title": "Gucci Mane", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9899, "drivers": [ "O04", "Q02", "Q08", "Q05", "Q04" ] }, { "handle": "quavostuntin", "title": "Quavo", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9894, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "youngthug", "title": "Young Thug", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9884, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "1future", "title": "Future", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9849, "drivers": [ "O04", "Q02", "Q08", "Q05", "Q04" ] }, { "handle": "richthekid", "title": "Rich The Kid", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9821, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "offsetyrn", "title": "Offset", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9806, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "lildurk", "title": "Lil Durk", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.978, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "roddyricch", "title": "Roddy Ricch", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9777, "drivers": [ "O04", "Q08", "Q02", "Q05", "Q04" ] }, { "handle": "2chainz", "title": "2 Chainz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9747, "drivers": [ "O04", "Q02", "Q08", "Q04", "Q05" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: