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Airfarewatchdog

Marketing Channels
Websites
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Airfarewatchdog's top 10 nearest neighbors are a mix of news publishers, magazines, and websites — with no travel-adjacent entity in sight.

The shape is flat: scores run from 0.98 (Mashable) down to 0.96 (WIRED) and The Economist, a span of just two percentage points across the entire top 10. Similarity here measures how closely two entities' audiences resemble each other in composition; the tight band means no single neighbor dominates. Looking at subcategories across the set: News Publishers account for five of the ten neighbors — HuffPost Women (0.97), The New York Times (0.96), Business Insider (0.96), The Economist (0.96), and ForbesWomen (0.96) — while Magazines claim three: Mashable (0.98), WIRED (0.96), and Fast Company (0.96). The remaining two are a Website (Slate, 0.96) and a Blog (Gizmodo, 0.96). Every neighbor is a Marketing Channel. No other Website — Airfarewatchdog's own subcategory — appears in the top 10 aside from Slate.

The cross-kind pattern here is the finding: an audience shaped almost entirely by general-interest and business media, not by travel or deal-focused content.

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": "airfarewatchdog", "title": "Airfarewatchdog", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "airfarewatchdog", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mashable", "title": "Mashable", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9782, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "huffpostwomen", "title": "HuffPost Women", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9734, "drivers": [ "G01", "A02", "G03", "I01", "J04" ] }, { "handle": "nytimes", "title": "The New York Times", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9648, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "businessinsider", "title": "Business Insider", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9643, "drivers": [ "G01", "A02", "G03", "I01", "E06" ] }, { "handle": "wired", "title": "WIRED", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9625, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "theeconomist", "title": "The Economist", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9625, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "forbeswomen", "title": "ForbesWomen", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9615, "drivers": [ "G01", "A02", "G03", "I01", "J02" ] }, { "handle": "bbcworld", "title": "BBC News (World)", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9614, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "gizmodo", "title": "Gizmodo", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9608, "drivers": [ "G01", "A02", "G03", "I01", "E06" ] }, { "handle": "hillaryclinton", "title": "Hillary Clinton", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9601, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: