Cadillac Audience Graph • Social Signal

Cadillac's top 10 nearest neighbors contain no other car makers — and the mix that fills that space is striking: politicians, TV personalities, news publishers, and a health research organization, spread across a narrow similarity band from 0.68 down to 0.64.

The shape is flat, meaning no single neighbor pulls away from the pack. Cleveland Clinic leads at 0.68, followed by Fox News Politics (0.67) and Paul Ryan (0.67). Fox News Sunday (0.66) and Sherwin-Williams (0.66) round out the top five. The subcategory distribution across all ten is notably fragmented: four are Politicians or TV Personalities, two are News Publishers, one is a TV Show, one is a Research Organization, one is Home Improvement and Hardware retail, and one — West Marine (0.64) — is Boating. No single subcategory dominates. The cross-kind character is the defining feature here: Cadillac's audience shape aligns most closely with politically engaged media consumers and broadcast TV audiences, not with other automotive brands or even adjacent lifestyle categories. Sherwin-Williams is the lone non-media, non-political entry in the top five, and West Marine the only leisure brand in the top ten.

This flat, cross-kind cluster suggests Cadillac's audience is defined less by automotive interest than by a broader demographic profile that it shares with cable news, political figures, and mainstream morning television.

Machine-Readable

Raw data

Attention graph /similar sample results (free):

https://graphs.socialsignal.ai/similar/cadillac

{ "handle": "cadillac", "title": "Cadillac", "category": "Automotive", "subcategory": "Car Makers", "resolved": "cadillac", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "clevelandclinic", "title": "Cleveland Clinic", "category": "Organizations", "subcategory": "Research Organizations", "similarity": 0.6843, "drivers": [ "J02", "K02", "A01", "P02", "P03" ] }, { "handle": "foxnewspolitics", "title": "Fox News Politics", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.6742, "drivers": [ "K02", "J02", "P02", "E03", "J05" ] }, { "handle": "speakerryan", "title": "Paul Ryan", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6658, "drivers": [ "J02", "K02", "P02", "A01", "P06" ] }, { "handle": "foxnewssunday", "title": "Fox News Sunday", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.6641, "drivers": [ "K02", "J02", "P02", "P03", "A01" ] }, { "handle": "sherwin-williams", "title": "Sherwin-Williams", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.6603, "drivers": [ "J02", "P02", "P06", "E03", "K02" ] }, { "handle": "senatemajldr", "title": "US Senate Majority Leader", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6512, "drivers": [ "K02", "J02", "P02", "P03", "P04" ] }, { "handle": "reince", "title": "Reince Priebus", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6432, "drivers": [ "J02", "K02", "A01", "P02", "J05" ] }, { "handle": "chipfranklin", "title": "Chip Franklin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.637, "drivers": [ "K02", "J02", "J05", "P02", "J04" ] }, { "handle": "hodakotb", "title": "Hoda Kotb", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.6365, "drivers": [ "J02", "P02", "K02", "P03", "P06" ] }, { "handle": "west-marine", "title": "West Marine", "category": "Entertainment & Leisure", "subcategory": "Boating", "similarity": 0.635, "drivers": [ "J02", "J05", "K02", "J04", "P02" ] } ] }

Full Attention graph /similarity /affinity /demographics available with API key:

https://graphs.socialsignal.ai/v1/attention/similar/cadillac

Cadillac

Nearest neighbors by audience shape

Raw data