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Grace and Frankie

Marketing Channels
TV Shows
Playground →Docs

Actors dominate Grace and Frankie's nearest audiences — but the shape is a two-peak structure, with a tight cluster of individual performers on one side and a secondary pull toward news publishers and other TV shows on the other.

The similarity scores here measure how closely another entity's audience composition resembles Grace and Frankie's. Jane Lynch (0.69) and Marlee Matlin (0.69) sit at the top, separated by less than 0.003 — effectively tied as the strongest signals. Busy Philipps (0.66) and Megan Mullally (0.65) extend that actor cluster further down the list. Six of the top 10 neighbors carry the Actors subcategory; the pattern is unmistakable.

The second peak is less concentrated but structurally distinct. HuffPost Weird News (0.68) is the third-ranked neighbor overall and the highest-scoring non-actor in the set — a News Publisher sitting between the two actor peaks. The Leftovers (0.64) is the only other TV Show in the top 10, placing Grace and Frankie's own subcategory as a minor presence rather than the dominant one. Coffee House Press (0.64), a Book Publisher, and Trent Reznor (0.66), a Musician, round out the non-actor neighbors — suggesting the second peak draws from a culturally engaged, media-literate audience rather than a single content category.

The two-peak shape points to an audience that is anchored in a specific performer community while simultaneously overlapping with news-and-culture consumers who don't fit neatly into the TV-show neighbor set.

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": "graceandfrankie", "title": "Grace and Frankie", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "graceandfrankie", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "janemarielynch", "title": "Jane Lynch", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6947, "drivers": [ "N03", "G01", "G03", "H02", "I01" ] }, { "handle": "marleematlin", "title": "Marlee Matlin", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6923, "drivers": [ "N03", "G01", "G03", "P06", "F04" ] }, { "handle": "huffpostweird", "title": "HuffPost Weird News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.6786, "drivers": [ "G03", "G01", "N03", "H02", "I01" ] }, { "handle": "busyphilipps", "title": "Busy Philipps", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6572, "drivers": [ "G01", "G03", "N03", "H02", "I01" ] }, { "handle": "trent_reznor", "title": "Trent Reznor", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.655, "drivers": [ "G01", "G03", "H02", "P06", "N03" ] }, { "handle": "meganmullally", "title": "Megan Mullally", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6517, "drivers": [ "H02", "N03", "G01", "G03", "P06" ] }, { "handle": "theleftovershbo", "title": "The Leftovers", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.6375, "drivers": [ "N03", "G03", "G01", "H02", "I01" ] }, { "handle": "iamgreenfield", "title": "Max Greenfield", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6369, "drivers": [ "G01", "N03", "G03", "H02", "I01" ] }, { "handle": "coffee_house_", "title": "Coffee House Press", "category": "Brands", "subcategory": "Book Publishers", "similarity": 0.6366, "drivers": [ "H02", "G01", "G03", "N03", "I01" ] }, { "handle": "elizabethbanks", "title": "Elizabeth Banks", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6361, "drivers": [ "G01", "G03", "H02", "N03", "I01" ] } ] }
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