Hardware · Shopper query
“Roofing Nails”
When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Roofing Nails, these are the stores it surfaces — in the order the agent returns them. 6 merchants compete for this query. Prices agents surface run $15–$302 (median $30).
What agents return for “Roofing Nails”
- 1
$247 - 2
$18 - 3
$15 - 4
$302 - 5

- 6
$30
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