Share

Pando

Marketing Channels
Websites
Playground →Docs

Pando's top 10 neighbors span journalists, tech personalities, websites, and B2B brands — with no single entity pulling far ahead of the rest, and scores compressed tightly between 0.99 and 0.97.

The shape is flat: similarity scores run from Kara Swisher at 0.99 down to Marc Andreessen at 0.98, a band of less than two percentage points across all ten neighbors. Tallying by subcategory, the top 10 breaks into four Journalists (Kara Swisher at 0.99, Nicholas Kristof at 0.98), two Websites (Recode at 0.99, Techmeme at 0.98), one Professional (Scott Galloway at 0.99), one Magazine (VentureBeat at 0.98), one News Publisher (WSJ Tech at 0.98), and two Tech Personalities (Chris Sacca at 0.98, Marc Andreessen at 0.98). Pando's own subcategory — Websites — accounts for only two of the ten neighbors; the majority are individual voices (journalists, professionals, tech personalities) rather than publications. That cross-kind pattern is the defining feature: the audience shape here is built around people as much as outlets, with journalists and tech personalities together outnumbering every other subcategory in the set.

The flat, densely packed cluster suggests an audience that moves fluidly across tech media and the individuals who produce it, treating bylines and publications as interchangeable entry points.

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": "pandodaily", "title": "Pando", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "pandodaily", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "karaswisher", "title": "Kara Swisher", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9888, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "recode", "title": "Recode", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9864, "drivers": [ "A02", "G01", "G03", "A01", "I01" ] }, { "handle": "profgalloway", "title": "Scott Galloway", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9851, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "techmeme", "title": "Techmeme", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9792, "drivers": [ "A02", "G01", "G03", "A01", "A06" ] }, { "handle": "venturebeat", "title": "VentureBeat", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9783, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "digiday", "title": "Digiday", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9776, "drivers": [ "A02", "G01", "G03", "A01", "I01" ] }, { "handle": "nickkristof", "title": "Nicholas Kristof", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9775, "drivers": [ "A02", "G01", "G03", "A01", "I01" ] }, { "handle": "wsjtech", "title": "WSJ Tech", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9774, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "sacca", "title": "Chris Sacca", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9771, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "pmarca", "title": "Marc Andreessen", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9765, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: