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Kim Garst

Celebrities and Influencers
Professionals
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Kim Garst's top 10 nearest neighbors are a tight cluster of business-oriented Professionals, Tech Personalities, and one Author — a mix that stays almost entirely within the Celebrities and Influencers category, with a single brand breaking the pattern.

The shape is flat: scores run from 0.97 down to 0.93 with no single dominant neighbor and no sharp drop-off. Lolly Daskal leads at 0.97, followed closely by Warren Whitlock (0.96, Tech Personalities) and Cameron L Morrissey (0.96, Authors). Mari Smith (0.95) and Bobby Umar (0.95) continue the Professionals run, with Jeff Bullas (0.95) and Jeffrey Hayzlett (0.94) close behind. Seven of the ten neighbors carry the Professionals subcategory — the same as Kim Garst herself — making this a strongly same-kind cluster. The two exceptions are Whitlock and Steve Keating (0.94, Professionals — actually same-kind), and the lone non-influencer entry: Hootsuite (0.93), a Technology brand, which is the only entity in the top 10 outside the Celebrities and Influencers category. Marc Guberti rounds out the set at 0.93, also a Professional.

The flat, same-kind shape indicates an audience defined tightly around the business professional and social media practitioner space, with very little cross-category bleed at the top of the 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": "kimgarst", "title": "Kim Garst", "category": "Celebrities and Influencers", "subcategory": "Professionals", "resolved": "kimgarst", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "lollydaskal", "title": "Lolly Daskal", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9694, "drivers": [ "J02", "J01", "J04", "A01", "N03" ] }, { "handle": "warrenwhitlock", "title": "Warren Whitlock", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9629, "drivers": [ "J02", "J04", "A01", "J01", "N03" ] }, { "handle": "managersdiary", "title": "Cameron L Morrissey", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9581, "drivers": [ "J02", "J04", "A01", "N03", "J01" ] }, { "handle": "marismith", "title": "Mari Smith", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9502, "drivers": [ "J02", "J04", "A01", "J01", "N03" ] }, { "handle": "raehanbobby", "title": "Bobby Umar", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.949, "drivers": [ "J02", "N03", "J04", "K02", "J01" ] }, { "handle": "jeffbullas", "title": "Jeff Bullas", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9459, "drivers": [ "J02", "J01", "A01", "J04", "A02" ] }, { "handle": "jeffreyhayzlett", "title": "Jeffrey Hayzlett", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9365, "drivers": [ "J02", "N03", "A01", "J01", "J04" ] }, { "handle": "leadtoday", "title": "Steve Keating", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9354, "drivers": [ "J02", "J01", "K02", "A01", "J04" ] }, { "handle": "hootsuite", "title": "Hootsuite", "category": "Brands", "subcategory": "Technology", "similarity": 0.9308, "drivers": [ "J02", "J04", "J01", "A02", "A01" ] }, { "handle": "marcguberti", "title": "Marc Guberti", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9287, "drivers": [ "N03", "J02", "J04", "K02", "A01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: