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Microsoft Surface

Brands
Technology
Playground →Docs

At 0.82, Microsoft Stories and News pulls away from every other neighbor in Microsoft Surface's top 10 — a gap that marks this as a spike-shaped audience, concentrated around one entity before spreading more evenly across the rest.

The next tier clusters between 0.75 and 0.72 and is dominated by Technology subcategory brands: Zoom (0.75), Indeed (0.74), Oracle (0.72), and Dropbox (0.72) all appear, alongside fellow Microsoft property Dell (0.72). That makes six of the top 10 Technology brands — a same-kind cluster that reflects an audience shaped heavily by enterprise and productivity software. The two exceptions worth noting are BMW (social) (0.75) and CNET (0.73), an Auto brand and a tech-media Website respectively. Ripple (0.74) and CareerBuilder (0.73) round out the set as B2B brands, adding a professional-services dimension to what is otherwise a productivity-and-enterprise neighborhood.

The absence of consumer electronics competitors in the top 10 — no other hardware brands appear — reinforces that the audience overlap here is driven by the professional software and enterprise ecosystem surrounding Surface, not by device category affinity.

The overall shape is a tightly professional audience: one dominant Microsoft-adjacent signal, a core of enterprise software and B2B brands, and a BMW-shaped outlier that suggests the same audience also indexes toward premium consumer goods.

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": "surface", "title": "Microsoft Surface", "category": "Brands", "subcategory": "Technology", "resolved": "surface", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "msftnews", "title": "Microsoft Stories and News", "category": "Brands", "subcategory": "Technology", "similarity": 0.8156, "drivers": [ "A06", "N03", "G02", "E06", "A03" ] }, { "handle": "bmw_social", "title": "BMW (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.7526, "drivers": [ "N03", "A06", "G02", "E06", "A03" ] }, { "handle": "zoom_us", "title": "Zoom", "category": "Brands", "subcategory": "Technology", "similarity": 0.7457, "drivers": [ "N03", "A06", "G02", "E06", "M03" ] }, { "handle": "indeed", "title": "Indeed", "category": "Brands", "subcategory": "Technology", "similarity": 0.7448, "drivers": [ "N03", "A06", "G02", "E06", "M01" ] }, { "handle": "ripple", "title": "Ripple", "category": "Brands", "subcategory": "B2B", "similarity": 0.7414, "drivers": [ "N03", "G02", "A06", "E06", "M03" ] }, { "handle": "cnet", "title": "CNET", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7321, "drivers": [ "N03", "A06", "G02", "E06", "A03" ] }, { "handle": "careerbuilder", "title": "CareerBuilder", "category": "Brands", "subcategory": "B2B", "similarity": 0.7295, "drivers": [ "N03", "A06", "G02", "E02", "M03" ] }, { "handle": "discover", "title": "Discover", "category": "Brands", "subcategory": "Finance", "similarity": 0.7287, "drivers": [ "N03", "G02", "A06", "E06", "M03" ] }, { "handle": "oracle", "title": "Oracle", "category": "Brands", "subcategory": "Technology", "similarity": 0.722, "drivers": [ "A06", "G02", "N03", "A03", "E06" ] }, { "handle": "dropbox", "title": "Dropbox", "category": "Brands", "subcategory": "Technology", "similarity": 0.7213, "drivers": [ "A06", "N03", "G02", "E06", "M03" ] } ] }
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