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Lufthansa

Brands
Airlines
Playground →Docs

An online education platform sits at the top of Lufthansa's similarity graph — Udacity scores 0.94, higher than any fellow airline in the set. That cross-kind result defines the broad shape of this audience: no single category owns it, and the neighbors that cluster highest are largely tech personalities and education brands rather than travel competitors.

The shape is broad, meaning many neighbors clear a high baseline without any one pulling far ahead of the rest. After Udacity, the next tier is led by three tech personalities — Sundar Pichai (0.92), Steve Wozniak (0.91), and Tim Cook (0.89) — alongside the enterprise professional Satya Nadella (0.91). Fellow airlines do appear: Emirates Airline (0.91) and Qatar Airways (0.89) both land in the top 10, but they sit below the education and tech-personality cluster rather than leading it. Rounding out the set are Dollar Rent A Car (0.90), Gavin Newsom (0.89), and Google AI (0.89) — a politician and an AI brand that further underscore how far this audience's shape extends beyond aviation.

The overall picture is an audience defined less by travel interest than by a tech-and-professional orientation that happens to overlap with global carriers and online learning in equal measure.

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": "lufthansa", "title": "Lufthansa", "category": "Brands", "subcategory": "Airlines", "resolved": "lufthansa", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "udacity", "title": "Udacity", "category": "Brands", "subcategory": "Education", "similarity": 0.9361, "drivers": [ "A06", "E06", "G02", "G03", "G01" ] }, { "handle": "sundarpichai", "title": "Sundar Pichai", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.922, "drivers": [ "A06", "G02", "E06", "G01", "G03" ] }, { "handle": "emirates", "title": "Emirates Airline", "category": "Brands", "subcategory": "Airlines", "similarity": 0.9131, "drivers": [ "A06", "E06", "G02", "J02", "G01" ] }, { "handle": "stevewoz", "title": "Steve Wozniak", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9126, "drivers": [ "A06", "G01", "G02", "G03", "A02" ] }, { "handle": "satyanadella", "title": "Satya Nadella", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9062, "drivers": [ "A06", "G02", "G01", "G03", "E06" ] }, { "handle": "dollar-rent-a-car", "title": "Dollar Rent A Car", "category": "Services", "subcategory": "Car Rental", "similarity": 0.8952, "drivers": [ "A06", "J02", "G02", "G01", "G03" ] }, { "handle": "gavinnewsom", "title": "Gavin Newsom", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.89, "drivers": [ "A06", "G02", "G03", "G01", "E06" ] }, { "handle": "googleai", "title": "Google AI", "category": "Brands", "subcategory": "Technology", "similarity": 0.8897, "drivers": [ "A06", "E06", "G02", "G01", "G03" ] }, { "handle": "tim_cook", "title": "Tim Cook", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8862, "drivers": [ "A06", "G01", "G03", "G02", "A02" ] }, { "handle": "qatarairways", "title": "Qatar Airways", "category": "Brands", "subcategory": "Airlines", "similarity": 0.8859, "drivers": [ "A06", "E06", "G02", "G01", "J02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: