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P.F. Chang's

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Restaurant
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The top 10 neighbors for P.F. Chang's span telecommunications, athletes, travel, and storage services — with Xfinity (0.78) as the single strongest pull, not another restaurant.

The shape is broad: no one neighbor dominates, and the scores descend gradually from 0.78 down to 0.64. Xfinity leads at 0.78, followed by Jersey Mike's Subs at 0.72 — the only other restaurant in the top 10 alongside Bahama Breeze at 0.66. Beyond those two, the neighbor set is strikingly cross-kind: Marcellus Wiley (0.69) and Desean Jackson (0.67) are athletes; Princess Cruises is travel (0.68); Mel Mann is a professional (0.67); InTown Suites is a mid-range hotel (0.64); and 7-Eleven Fuel is a gas station (0.64). XFINITY Sports rounds out the ten at 0.64, adding a second telecommunications entry. Tallying subcategories across the top 10: three restaurants, two telecommunications brands, two athletes, one travel brand, one professional, one mid-range hotel, and one gas station. No single subcategory commands the set.

That spread — restaurants sitting alongside telecom, athletes, cruise lines, and fuel stops — signals an audience whose shape is defined less by dining category than by a broad, mainstream consumer profile that overlaps with a wide range of everyday brands and sports-adjacent figures.

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": "pfchangs", "title": "P.F. Chang's", "category": "Brands", "subcategory": "Restaurant", "resolved": "pfchangs", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "xfinity", "title": "Xfinity", "category": "Brands", "subcategory": "Telecommunications", "similarity": 0.7776, "drivers": [ "N03", "Q02", "Q08", "O04", "Q04" ] }, { "handle": "jerseymikes", "title": "Jersey Mike's Subs", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.72, "drivers": [ "N03", "K02", "A02", "I01", "L02" ] }, { "handle": "marcelluswiley", "title": "Marcellus Wiley", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6898, "drivers": [ "N03", "Q02", "Q08", "O04", "E02" ] }, { "handle": "princesscruises", "title": "Princess Cruises", "category": "Brands", "subcategory": "Travel", "similarity": 0.6793, "drivers": [ "N03", "K02", "Q08", "Q02", "H04" ] }, { "handle": "deseanjackson10", "title": "Desean Jackson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6731, "drivers": [ "Q02", "Q08", "O04", "Q04", "N03" ] }, { "handle": "meldmann", "title": "Mel Mann", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.668, "drivers": [ "Q02", "N03", "O04", "Q08", "Q04" ] }, { "handle": "bahamabreeze", "title": "Bahama Breeze", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.659, "drivers": [ "K02", "N03", "Q02", "I05", "A02" ] }, { "handle": "intown-suites", "title": "InTown Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.6399, "drivers": [ "I04", "N03", "Q08", "Q03", "Q02" ] }, { "handle": "7-eleven-fuel", "title": "7-Eleven Fuel", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.6391, "drivers": [ "N03", "L02", "M01", "M03", "A02" ] }, { "handle": "xfinitysports", "title": "XFINITY Sports", "category": "Brands", "subcategory": "Telecommunications", "similarity": 0.6387, "drivers": [ "N03", "Q08", "O04", "Q04", "Q02" ] } ] }
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