Hardware · Shopper query

“Light Bulb Changers”

When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Light Bulb Changers, these are the stores it surfaces — in the order the agent returns them. 7 merchants compete for this query. Prices agents surface run $6.79–$21 (median $16).

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