Serena Williams Audience Graph • Social Signal

Serena Williams' ten nearest neighbors span actors, musicians, TV personalities, journalists, a spiritual leader, a website, and a blog — with Venus Williams (0.99) the only fellow athlete in the set.

The shape is flat: scores run from 0.99 down to 0.97 with no single dominant pull and no meaningful gap between neighbors. Venus Williams sits at the top (0.99), but the nine neighbors that follow are drawn almost entirely from outside the Athletes subcategory. Actors make up the largest single group — Tracee Ellis Ross (0.98), Idris Elba (0.97), and Gabrielle Union (0.96) among them — while musicians including Common (0.97) and Solange Knowles (0.97) form a second cluster. Tavis Smiley (0.97, TV Personalities), Gayle King (0.97, Journalists), and Rev. Al Sharpton (0.97, Spiritual Leaders) round out the celebrity side, while Global Grind (0.97, Websites) and Bossip (0.97, Blogs) are the two media properties in the top 10. The scores compress tightly — a range of just 0.025 across all ten — which is the defining structural feature here.

The audience Serena Williams draws looks far more like the audience for actors, musicians, and cultural media than for other athletes, with Venus Williams the lone exception at the very top.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/serenawilliams

{ "handle": "serenawilliams", "title": "Serena Williams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "resolved": "serenawilliams", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "venuseswilliams", "title": "Venus Williams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9929, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "traceeellisross", "title": "Tracee Ellis Ross", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9773, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9748, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "idriselba", "title": "Idris Elba", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9741, "drivers": [ "E02", "Q04", "Q02", "O04", "Q08" ] }, { "handle": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9735, "drivers": [ "E02", "Q04", "Q02", "O04", "Q08" ] }, { "handle": "tavissmiley", "title": "Tavis Smiley", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9713, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "gayleking", "title": "Gayle King", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9698, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "johnlegend", "title": "John Legend", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9694, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "thereval", "title": "Rev. Al Sharpton", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.9688, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "globalgrind", "title": "Global Grind", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9684, "drivers": [ "E02", "Q04", "Q02", "O04", "Q08" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/serenawilliams

Serena Williams

Nearest neighbors by audience shape

Raw data