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TForce Freight

Industrial & Commercial Service
Transport and Logistics
Playground →Docs

Ryder (0.83) and Auto Glass Now (0.83) sit at nearly identical scores atop TForce Freight's neighbor set, forming a two-peak structure where the audience bridges commercial vehicle services and automotive repair — neither of which shares TForce Freight's own Transport and Logistics subcategory. Similarity here measures how closely two entities' audiences resemble each other in composition, not how related the entities are.

The top 10 breaks into two distinct clusters. The first is automotive and commercial services: Ryder (Car Rental), Auto Glass Now (Maintenance and Repair Services), and DriveTime (Dealerships) at 0.76 anchor a working-vehicle orientation. The second cluster is fast food: White Castle (0.82, Fast Casual Dining) and Rally's Drive-In Restaurants (0.77, QSR) sit comfortably in the top 10 alongside the automotive names. Bridging both clusters are two NFL-era athletes — Chad Johnson (0.81) and Desean Jackson (0.79) — and the sports debate show First Things First (0.78). Chris Broussard (0.77, Journalist) and Unifirst (0.77, Other Business Services) round out the set. No other Transport and Logistics entity appears in the top 10.

The two-peak shape — commercial automotive on one side, QSR dining on the other, with sports media threading between them — points to an audience defined less by industry category than by a consistent lifestyle and media profile that cuts across working-vehicle brands, accessible dining, and football-adjacent 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": "tforce-freight", "title": "TForce Freight", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "resolved": "tforce-freight", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "ryder", "title": "Ryder", "category": "Services", "subcategory": "Car Rental", "similarity": 0.8294, "drivers": [ "O04", "Q04", "N03", "Q02", "J05" ] }, { "handle": "auto-glass-now", "title": "Auto Glass Now", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8278, "drivers": [ "Q04", "Q02", "O04", "Q08", "J05" ] }, { "handle": "white-castle", "title": "White Castle", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.82, "drivers": [ "Q02", "O04", "Q04", "Q08", "J05" ] }, { "handle": "ochocinco", "title": "Chad Johnson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8127, "drivers": [ "Q02", "O04", "Q04", "Q08", "E02" ] }, { "handle": "deseanjackson10", "title": "Desean Jackson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7886, "drivers": [ "Q02", "Q04", "O04", "Q08", "E02" ] }, { "handle": "ftfonfs1", "title": "First Things First", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7776, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "rally-s-drive-in-restaurants", "title": "Rally's Drive-In Restaurants", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7718, "drivers": [ "O04", "Q02", "Q04", "Q08", "Q05" ] }, { "handle": "chris_broussard", "title": "Chris Broussard", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7658, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "unifirst", "title": "Unifirst", "category": "Industrial & Commercial Service", "subcategory": "Other Business Services", "similarity": 0.7656, "drivers": [ "O04", "Q04", "Q02", "Q08", "N03" ] }, { "handle": "drivetime", "title": "DriveTime", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.7636, "drivers": [ "Q04", "Q02", "Q03", "O04", "J05" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: