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Adobe Design & Layout

Brands
Technology
Playground →Docs

The top 10 neighbors for Adobe Design & Layout span six distinct subcategories — no single kind dominates, and the spread runs from core design tools down to a home furnishings retailer and a music ticketing platform.

The shape is broad. Adobe InDesign leads at 0.90, followed by Adobe Creative Cloud at 0.83 and Adobe Video & Motion at 0.74 — three Technology-subcategory neighbors that form the expected design-suite cluster. But the set breaks from that pattern almost immediately. IKEA USA (0.73, Home) and Live Nation (0.72, Music) are the fourth and fifth closest neighbors, neither of which shares the center entity's subcategory. Adobe itself appears sixth at 0.71, followed by journalist Jacob Dean (0.71), WordPress (0.71, Technology), Bandcamp (0.70, Entertainment Platforms), and actor Lynda Carter (0.70).

Tallying the top 10: four neighbors carry the Technology subcategory (InDesign, Creative Cloud, Adobe Video & Motion, Adobe), one is Home, one is Music, one is Journalists, one is Entertainment Platforms, and one is Actors. That's five different subcategories outside Technology in a ten-item set. The cross-kind presence of IKEA USA and Live Nation — both scoring above 0.71 — is the structural signal here: the audience that follows Adobe Design & Layout overlaps substantially with audiences that are not organized around software or design tools at all.

The broad shape reflects an audience whose composition is shared widely across consumer, creative, and entertainment contexts rather than concentrated within a single professional niche.

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": "adobedesign", "title": "Adobe Design & Layout", "category": "Brands", "subcategory": "Technology", "resolved": "adobedesign", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "indesign", "title": "Adobe InDesign", "category": "Brands", "subcategory": "Technology", "similarity": 0.8986, "drivers": [ "N03", "H02", "J04", "G03", "M01" ] }, { "handle": "creativecloud", "title": "Adobe Creative Cloud", "category": "Brands", "subcategory": "Technology", "similarity": 0.8342, "drivers": [ "N03", "H02", "G03", "J04", "M01" ] }, { "handle": "adobevideo", "title": "Adobe Video & Motion", "category": "Brands", "subcategory": "Technology", "similarity": 0.7395, "drivers": [ "N03", "H02", "M01", "G03", "E03" ] }, { "handle": "ikeausa", "title": "IKEA USA", "category": "Brands", "subcategory": "Home", "similarity": 0.7326, "drivers": [ "N03", "H02", "M01", "P02", "N01" ] }, { "handle": "livenation", "title": "Live Nation", "category": "Brands", "subcategory": "Music", "similarity": 0.7168, "drivers": [ "N03", "M01", "H02", "F04", "G03" ] }, { "handle": "adobe", "title": "Adobe", "category": "Brands", "subcategory": "Technology", "similarity": 0.7102, "drivers": [ "N03", "H02", "G03", "J04", "P02" ] }, { "handle": "schadenjake", "title": "Jacob Dean", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7095, "drivers": [ "N03", "H02", "J04", "G03", "A02" ] }, { "handle": "wordpress", "title": "WordPress", "category": "Brands", "subcategory": "Technology", "similarity": 0.7061, "drivers": [ "N03", "H02", "M01", "P02", "G03" ] }, { "handle": "bandcamp", "title": "Bandcamp", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.7033, "drivers": [ "N03", "H02", "I01", "G03", "A02" ] }, { "handle": "reallyndacarter", "title": "Lynda Carter", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6971, "drivers": [ "N03", "H02", "H01", "M01", "J04" ] } ] }
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