Apparel & Accessories · Shopper query

“Bowler Hats”

When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Bowler Hats, these are the stores it surfaces — in the order the agent returns them. 8 merchants compete for this query. Prices agents surface run $32–$120 (median $75).

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