Hardware · Shopper query
“Water Softeners”
When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Water Softeners, these are the stores it surfaces — in the order the agent returns them. 8 merchants compete for this query. Prices agents surface run $240–$1,715 (median $1,327).
What agents return for “Water Softeners”
- 1
$1,395 - 2
$600 - 3
$1,327 - 4
$1,327 - 5
$240 - 6
$1,150 - 7
$1,565 - 8
$1,715
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