Arts & Entertainment · Shopper query
“Northumbrian Pipes”
When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Northumbrian Pipes, these are the stores it surfaces — in the order the agent returns them. 9 merchants compete for this query. Prices agents surface run $11–$2,200 (median $21).
What agents return for “Northumbrian Pipes”
- 1
$2,200 - 2
$17 - 33$14
- 4
$21 - 5
$11 - 6
$23 - 7
$70 - 8
$363 - 9
$19
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