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Pizza Hut is the single strongest signal in O'Reilly Auto Parts' top 10 — at 0.93, it outpaces every automotive neighbor in the set, and the broader cluster reads more like a mass-market consumer landscape than an auto-parts aisle.
The shape is broad: scores run from 0.93 down to 0.87 across the top 10, with no sharp drop-off and no single dominant cluster. Parts & Accessories (0.90) is the one neighbor that shares O'Reilly's own subcategory, and Dodge (social) (0.89) is the only other automotive-adjacent entry — making automotive the minority in a top 10 otherwise composed of fast casual dining, big-box retail, fashion, and celebrity influencers. Walmart (0.88) and Aéropostale (0.88) sit alongside Cameron Dallas (0.90), a Lifestyle influencer, and Aaron's (0.88), a furniture retailer — a subcategory mix that spans well beyond anything automotive. Pizza Hut appears twice in the top 10 under different handles (0.93 and 0.88), reinforcing how strongly that audience shape aligns.
What the top 10 reveals is an audience whose shape is defined by broad, mainstream consumer reach — QSR chains, discount retail, and mass-market influencers — rather than by category-specific auto enthusiasm.
