Share

Todd Whitaker

Celebrities and Influencers
Academics
Playground →Docs

Two authors lead Todd Whitaker's nearest neighbor set — and neither of them is an academic. Dave Burgess scores 0.94 and Jon Gordon scores 0.92, forming one clear peak in what the shape classifier identifies as a two-peak structure. The second peak is built around TV personalities: Chip Gaines at 0.91 and Joanna Gaines at 0.90, with the Magnolia brand (Home, 0.89) reinforcing that cluster. These two neighborhoods — education-adjacent authors and mainstream lifestyle TV — are the structural bridge this audience sits between.

Whitaker's own subcategory, Academics, appears just once in the top 10: George Couros at 0.90. Every other neighbor comes from outside that category. The authors cluster (Burgess, Gordon) skews toward motivational and professional development content, while the Gaines cluster pulls toward home and lifestyle. Rounding out the top 10, TeacherGoals (Motivational, 0.90) and Mike Rowe (TV Personalities, 0.88) sit between the two peaks, with Tim Allen (Actors, 0.87) and The Babylon Bee (Websites, 0.87) at the lower end — both cross-kind neighbors that underscore how far the audience shape extends beyond education.

The overall picture is an audience that overlaps heavily with motivational authors and mainstream conservative-leaning lifestyle media, with only a thin thread connecting back to the academic world Whitaker occupies.

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": "toddwhitaker", "title": "Todd Whitaker", "category": "Celebrities and Influencers", "subcategory": "Academics", "resolved": "toddwhitaker", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "burgessdave", "title": "Dave Burgess", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9405, "drivers": [ "N03", "C02", "L02", "I01", "Q01" ] }, { "handle": "jongordon11", "title": "Jon Gordon", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9205, "drivers": [ "L02", "C02", "B03", "N03", "I01" ] }, { "handle": "chipgaines", "title": "Chip Gaines", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9106, "drivers": [ "N03", "L02", "I01", "C02", "Q01" ] }, { "handle": "teachergoals", "title": "TeacherGoals", "category": "Miscellaneous", "subcategory": "Motivational", "similarity": 0.9008, "drivers": [ "N03", "C02", "I01", "L02", "E06" ] }, { "handle": "joannagaines", "title": "Joanna Gaines", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8974, "drivers": [ "I01", "Q01", "L02", "E06", "C02" ] }, { "handle": "gcouros", "title": "George Couros", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.8955, "drivers": [ "C02", "L02", "N03", "I01", "Q01" ] }, { "handle": "magnolia", "title": "Magnolia", "category": "Brands", "subcategory": "Home", "similarity": 0.8926, "drivers": [ "L02", "I01", "Q01", "E06", "C02" ] }, { "handle": "mikeroweworks", "title": "Mike Rowe", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.881, "drivers": [ "M01", "N03", "L02", "I01", "Q01" ] }, { "handle": "ofctimallen", "title": "Tim Allen", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8676, "drivers": [ "N03", "L02", "I01", "Q01", "A02" ] }, { "handle": "thebabylonbee", "title": "The Babylon Bee", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8675, "drivers": [ "Q01", "I01", "C02", "M01", "L02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: