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Sphero

Brands
Technology
Playground →Docs

Sphero's top 10 nearest neighbors split almost evenly between education-focused entities and a set of unrelated consumer and sports properties — a composition that defines the flat shape of this audience.

Five of the ten neighbors are education subcategory entities: Edutopia (0.78), Google for Education (0.78), Discovery Education (0.76), TED-Ed (0.75), and GoNoodle (0.75). Alongside them sits MindShift (0.78), a blog, and TechLearning (0.77), a website — both edtech-adjacent publishing channels. That cluster of seven accounts for the dominant pull in the top 10, and it is entirely cross-kind: Sphero's own subcategory is Technology, and none of these neighbors share it.

The remaining three neighbors are harder to group: The Grand Tour (0.75), a TV show; NBC Sports EDGE Football (0.74), a TV channel; and Kohl's (0.74), a department store. Their presence alongside an edtech cluster — with scores only a few hundredths below the top — is the structural oddity here. No other Technology subcategory entity appears in the top 10; Scratch Team is the nearest peer, but it sits outside the top 10 in the broader graph.

The scores span a narrow band (0.74–0.78), confirming the flat shape: no single neighbor dominates, and the audience is defined less by one strong pull than by a consistent edtech-and-educator composition with an unexpected consumer and sports fringe.

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": "sphero", "title": "Sphero", "category": "Brands", "subcategory": "Technology", "resolved": "sphero", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mindshiftkqed", "title": "MindShift", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.7792, "drivers": [ "N03", "C02", "O04", "Q05", "P04" ] }, { "handle": "edutopia", "title": "Edutopia", "category": "Organizations", "subcategory": "Education", "similarity": 0.7786, "drivers": [ "N03", "C02", "Q05", "O04", "B01" ] }, { "handle": "googleforedu", "title": "Google for Education", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.7786, "drivers": [ "N03", "O04", "C02", "Q05", "B01" ] }, { "handle": "techlearning", "title": "TechLearning", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7699, "drivers": [ "N03", "P04", "C02", "Q05", "O04" ] }, { "handle": "discoveryed", "title": "Discovery Education", "category": "Organizations", "subcategory": "Education", "similarity": 0.7572, "drivers": [ "N03", "C02", "Q05", "O04", "B01" ] }, { "handle": "ted_ed", "title": "TED-Ed", "category": "Organizations", "subcategory": "Education", "similarity": 0.7522, "drivers": [ "N03", "Q05", "O04", "P04", "C02" ] }, { "handle": "thegrandtour", "title": "The Grand Tour", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7467, "drivers": [ "N03", "O04", "Q05", "Q04", "C02" ] }, { "handle": "gonoodle", "title": "GoNoodle", "category": "Brands", "subcategory": "Education", "similarity": 0.746, "drivers": [ "N03", "O04", "C02", "B01", "Q05" ] }, { "handle": "nbcsedgefb", "title": "NBC Sports EDGE Football", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.744, "drivers": [ "N03", "Q05", "O04", "C02", "C04" ] }, { "handle": "kohl-s", "title": "Kohl's", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.7389, "drivers": [ "N03", "O04", "Q05", "Q04", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: