Hardware · Shopper query
“Utility Pumps”
When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Utility Pumps, these are the stores it surfaces — in the order the agent returns them. 10 merchants compete for this query. Prices agents surface run $60–$441 (median $153).
What agents return for “Utility Pumps”
- 1
$120 - 2
$60 - 3
$441 - 4
$66 - 5
$129 - 6
$153 - 7
$95 - 8
$172 - 9
$221 - 10
$300
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