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Robert Irvine

Celebrities and Influencers
TV Personalities
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Elton John sits at 0.77 in Robert Irvine's top 10 — nearly tied with Guy Fieri at 0.77 — and that pairing defines the two-peak structure of this audience graph.

The shape flag here is two-peak, meaning the neighbor set doesn't consolidate around a single cluster but instead bridges two distinct audience neighborhoods. The first peak runs through fellow TV Personalities: Guy Fieri (0.77), Drew Scott (0.77), Jonathan Scott (0.72), and Michael Symon (0.69) all share Irvine's subcategory. The second peak is harder to categorize by kind: Elton John (0.77, Musicians and Bands), Justin Hartley (0.74, Actors), and PRS Guitars (0.70, Music brand) pull the neighbor set toward an entertainment-and-music audience neighborhood that has nothing to do with food or home renovation. Bridging those two peaks are brand neighbors — PetSmart (0.74, Home), Keurig (0.72, Beverages), and Jersey Mike's Subs (0.71, Restaurant) — and the TV show Love It or List It (0.71), which sits comfortably between the home-and-lifestyle cluster and the broader TV personality world.

The overall picture is an audience that follows mainstream American television broadly — not just food TV — and whose shape overlaps as strongly with a classic rock musician as with Irvine's closest genre peers.

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": "robertirvine", "title": "Robert Irvine", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "resolved": "robertirvine", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "guyfieri", "title": "Guy Fieri", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7722, "drivers": [ "N03", "A06", "H04", "Q01", "D03" ] }, { "handle": "eltonofficial", "title": "Elton John", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7701, "drivers": [ "N03", "K02", "K03", "C05", "E03" ] }, { "handle": "mrdrewscott", "title": "Drew Scott", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7656, "drivers": [ "N03", "H04", "A06", "P03", "I01" ] }, { "handle": "justinhartley", "title": "Justin Hartley", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7391, "drivers": [ "N03", "P04", "D03", "H04", "O02" ] }, { "handle": "petsmart_social", "title": "PetSmart (social)", "category": "Brands", "subcategory": "Home", "similarity": 0.7383, "drivers": [ "N03", "K04", "A06", "P02", "I01" ] }, { "handle": "keurig", "title": "Keurig", "category": "Brands", "subcategory": "Beverages", "similarity": 0.7215, "drivers": [ "N03", "H04", "F04", "K02", "P01" ] }, { "handle": "jonathanscott", "title": "Jonathan Scott", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7178, "drivers": [ "N03", "Q01", "A06", "H04", "I01" ] }, { "handle": "jerseymikes", "title": "Jersey Mike's Subs", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.71, "drivers": [ "N03", "K02", "I01", "L02", "A02" ] }, { "handle": "loveitorlistit", "title": "Love It or List It", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7094, "drivers": [ "N03", "F04", "P01", "H04", "P04" ] }, { "handle": "prsguitars", "title": "PRS Guitars", "category": "Brands", "subcategory": "Music", "similarity": 0.7014, "drivers": [ "N03", "F04", "H04", "P04", "P02" ] } ] }
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