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

Who an AI assistant picked for HVAC in North East, PA

Across 6 questions, Nerthling’s was picked 6 times and first 6 times; J.J. Agnello and Perry Heating & Air Conditioning were also recommended in several answers.

Who came up in North East

Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-09-30.

CompanyPicked firstPicked
Nerthling’s Heating & Air Conditioningnerthlings.com6 of 66 of 6
J.J. Agnello Heating & Air Conditioningjjagnello.com0 of 65 of 6
Perry Heating & Air Conditioningperryheat.com0 of 65 of 6

Question 1 of 6

“My furnace won't turn on. Who can fix it this week in North East, Pennsylvania?”

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “Its site explicitly serves North East and advertises 24/7 emergency heating repairs with online scheduling.”
  2. #2
    J.J. Agnello Heating & Air Conditioning
    “It explicitly serves North East and advertises same-day furnace service and online service requests.”
  3. #3
    Perry Heating & Air Conditioning
    “It lists North East in its service area and offers furnace repair, although its posted hours are weekdays only.”

Considered and passed

  • Passed
    Thermal Dynamics
    “Its search result describes HVAC repair in Northeast Pennsylvania generally, but I did not find a specific North East service-area or residential emergency claim on a relevant page.”

Question 2 of 6

“Who is the best heating and air company in North East, Pennsylvania?”

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “It combines a stated North East service area with round-the-clock emergency coverage, online scheduling, and a high volume of positive Google reviews.”
  2. #2
    J.J. Agnello Heating & Air Conditioning
    “Its family-owned company says it has served Erie County since 1952 and its heating page names North East among its service communities.”
  3. #3
    Perry Heating & Air Conditioning
    “It offers residential heating and cooling installation, repair, and maintenance and explicitly lists North East as a service community.”

Considered and passed

  • Passed
    Patterson & Stirling
    “Its page targets North East, but the material I found gave less concrete information on emergency hours and online scheduling than the top choices.”

Question 3 of 6

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

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “It serves North East and advertises free estimates for system replacements.”
  2. #2
    J.J. Agnello Heating & Air Conditioning
    “Its heating page describes furnace and heat pump installation, with sizing, removal, installation, and performance testing.”
  3. #3
    Perry Heating & Air Conditioning
    “It offers installation and replacement of residential heating equipment and lists North East among its service communities.”

Considered and passed

  • Passed
    Patterson & Stirling
    “It has a North East page, but I found less clear detail there about replacement estimates and installation steps.”

Question 4 of 6

“My AC isn't working, can someone come out today? I'm in North East, Pennsylvania.”

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “Its site advertises emergency HVAC help day or night and includes North East in its service area.”
  2. #2
    J.J. Agnello Heating & Air Conditioning
    “It provides AC repair and serves North East, though the same-day claim I found was for furnace repairs.”
  3. #3
    Perry Heating & Air Conditioning
    “It offers air-conditioning repair in North East, but its site posts weekday hours rather than same-day availability.”

Considered and passed

  • Passed
    Patterson & Stirling
    “Its North East page describes HVAC repair, but I did not find a clear today or after-hours service claim in the material reviewed.”

Question 5 of 6

“I want my furnace serviced before winter in North East, Pennsylvania. Who can I book online?”

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “It offers online scheduling and lists North East in its service area.”
  2. #2
    J.J. Agnello Heating & Air Conditioning
    “It accepts online service requests and describes heating tune-ups with inspection, cleaning, safety checks, and performance testing.”
  3. #3
    Perry Heating & Air Conditioning
    “It offers planned maintenance and an online service request form for the North East area.”

Considered and passed

  • Passed
    Patterson & Stirling
    “I found a North East service-area page but no clear online booking calendar or furnace tune-up booking path.”

Question 6 of 6

“Which heating company in North East, Pennsylvania has upfront pricing, so I know the cost before they come?”

Picked

  1. First
    Nerthling’s Heating & Air Conditioning
    “Its site explicitly promises upfront pricing and lists North East in its service area.”

Considered and passed

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