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Google Workspace

Brands
Technology
Playground →Docs

The top 10 neighbors for Google Workspace span five distinct subcategories — Technology, Airlines, Tools and Resources, Tech Personalities, and Websites — with no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from 0.79 down to 0.77 across the top 10, a narrow band with no dominant anchor. Five of the ten neighbors are Technology brands: Splunk (0.79), Google Cloud Platform (0.78), Amazon Web Services (0.78), Cisco (0.77), and Google (0.77). That makes the top 10 majority same-kind — enterprise and cloud infrastructure brands whose audiences look compositionally similar to Google Workspace's own. The remaining five are more varied: Qatar Airways (0.77) is the lone Airlines entry; Google Developers (0.77) is classified as Tools and Resources; Bill Gates (0.77) is a Tech Personality; The Hacker News (0.77) is a Website; and Nordstrom Rack (0.77) is a Department Store — the most structurally distant neighbor in the set. The presence of a premium airline and a department store alongside cloud infrastructure platforms signals that the audience shape here is defined less by product category than by a professional, globally mobile demographic that cuts across sectors.

The flat distribution across these ten neighbors reflects an audience with broad institutional reach rather than a concentrated 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": "googleworkspace", "title": "Google Workspace", "category": "Brands", "subcategory": "Technology", "resolved": "googleworkspace", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "splunk", "title": "Splunk", "category": "Brands", "subcategory": "Technology", "similarity": 0.7868, "drivers": [ "A06", "A03", "G02", "G01", "A02" ] }, { "handle": "gcpcloud", "title": "Google Cloud Platform", "category": "Brands", "subcategory": "Technology", "similarity": 0.784, "drivers": [ "A06", "A03", "G02", "E06", "N03" ] }, { "handle": "awscloud", "title": "Amazon Web Services", "category": "Brands", "subcategory": "Technology", "similarity": 0.7767, "drivers": [ "A06", "A03", "G02", "G01", "G03" ] }, { "handle": "qatarairways", "title": "Qatar Airways", "category": "Brands", "subcategory": "Airlines", "similarity": 0.7748, "drivers": [ "A06", "E06", "A02", "G02", "A03" ] }, { "handle": "cisco", "title": "Cisco", "category": "Brands", "subcategory": "Technology", "similarity": 0.7746, "drivers": [ "A06", "A03", "G02", "E06", "G01" ] }, { "handle": "googledevs", "title": "Google Developers", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.7706, "drivers": [ "A06", "E06", "G02", "F04", "G01" ] }, { "handle": "billgates", "title": "Bill Gates", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.7705, "drivers": [ "A06", "A02", "G01", "A03", "G02" ] }, { "handle": "google", "title": "Google", "category": "Brands", "subcategory": "Technology", "similarity": 0.7696, "drivers": [ "A06", "E06", "G01", "G02", "A02" ] }, { "handle": "thehackersnews", "title": "The Hacker News", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7677, "drivers": [ "A06", "A02", "G02", "G01", "A03" ] }, { "handle": "nordstromrack", "title": "Nordstrom Rack", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.7659, "drivers": [ "A06", "G02", "G01", "A03", "A02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: