Hardware · Shopper query

“Handrails”

When an AI shopping agent (ChatGPT, Claude, Perplexity) is asked for Handrails, these are the stores it surfaces — in the order the agent returns them. 8 merchants compete for this query. Prices agents surface run $60–$272 (median $130).

What agents return for “Handrails”

  1. 1stairpartsusa.com6002: Contemporary Small 2-13/16"W x 1-5/8"H Handrail (6002)$82
  2. 2cablebullet.comReinforced Aluminum Handrail$135
  3. 3jmpwood.comHandrail 6000-6002 Series$101
  4. 4tlbmetalproducts.com1.5" Round, Metal Handrails, Flat Black, Straight Cut$100
  5. 5muzatarailing.comMuzata 6'6" Black Stainless Steel Flat Handrail$130
  6. 6blikacablerailing.comBLIKA Stainless Steel Black Cable Railing Handrails$130
  7. 7boldmfg.comModern Profile Handrail Kit$272
  8. 8fencerail.comStair Handrail Kit$60

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