The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 195 cities and 22 trades.
picked by agents

HVAC city tests · Keizer, OR · one AI assistant's answers, September 2026

How AI assistants rate Arrows Home Air in Keizer, OR

Not picked in 6 questions; Mill Creek Heating was picked 5 times.

Passedarrowshomeair.com

What the assistant said

Its own sentence for each question, verbatim.

  • Passed

    “Who is the best heating and air company in Keizer?”

    “Its site describes residential heating and cooling service in Keizer, but the reviewed pages did not provide a comparable Google review count.”
  • Passed

    “I need a new furnace or heat pump installed in Keizer. Who should I get quotes from, and roughly what will it cost?”

    “It offers furnace and heat pump installation in the area, but the reviewed page provides no installed price.”
  • Passed

    “I want my furnace serviced before winter in Keizer. Who can I book online?”

    “It offers heating maintenance and an online service request, but its reviewed page does not specifically detail a furnace tune-up booking flow.”

Who it picked instead

The company the assistant picked most often in Keizer.

Mill Creek Heating

Picked first in 5 of 6, picked in 6 of 6 · 4.8 stars on Google from 856 reviews

“It serves Keizer, lists furnace repair, installation and maintenance, provides online scheduling, and advertises a 24-hour emergency service line.”

What would change it

Where the assistant found the answer on another site and not on this one.

  • Mill Creek's market profile lists a 4.8 Google rating from 856 reviews; the Arrows pages read describe five-star reviews but don't show a comparable total and rating together.

    https://www.millcreekhtg.com/
  • Mill Creek explicitly advertises 24-hour emergency service; Arrows says customers should call during normal hours to schedule after-hours service.

    https://www.millcreekhtg.com/

Claim this page

Run this company's own site through the questions its customers ask, every month, and see what the assistants saw.

Get your free report

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report