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General Motors

The two strongest pulls in General Motors' top 10 sit on opposite ends of the brand spectrum: FCA-North America at 0.78 and Buick (social) at 0.77 are the Auto subcategory anchors, but the rest of the set drifts sharply away from automotive territory.

The shape is two-peak. The first peak is Auto: FCA-North America (0.78), Buick (0.77), and GMC (0.69) form a recognizable cluster of domestic vehicle brands. The second peak is harder to categorize by a single subcategory — it spans Food, Beverages, Restaurants, and one Sports Team — but the common thread is mass-market American consumer brands with broad household reach. Detroit Pistons (0.76) is the highest-scoring non-Auto neighbor and the only Sports Team in the top 10, sitting between the two peaks. Ace Hardware (0.72), classified as Grocery and Superstores, and PepsiCo (0.71) anchor the consumer-brand cluster, followed closely by POWERADE (0.71) and Red Lobster (0.70). The Talk (0.70), a TV Show, is the only media property in the top 10. Only three of the ten neighbors share GM's Auto subcategory; the other seven span five different subcategories, all pointing toward mainstream American consumer culture rather than automotive interest specifically.

The overall shape suggests GM's audience is defined less by car enthusiasm alone and more by a broad, mainstream American consumer profile that overlaps with domestic auto brands and everyday food, beverage, and retail brands simultaneously.

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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."

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