Who came up in Lynn
Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-09-30.
| Company | Picked first | Picked |
|---|---|---|
| Waldman Plumbing & Heatingwaldmanplumbing.com | 5 of 6 | 5 of 6 |
| DeNardo Heating and Coolingdenardoheatingandcooling.com | 1 of 6 | 3 of 6 |
| John’s Oil & Propanejohnsoil.com | 0 of 6 | 3 of 6 |
| Michael Russo Jr. Plumbing & Heating Co., Inc.michaelrussoplumbing.com | 0 of 6 | 2 of 6 |
| Aspen HVAC Servicesaspenhvacservices.com | 0 of 6 | 1 of 6 |
| Gervais Mechanicalgervaismechanical.com | 0 of 6 | 1 of 6 |
| Spencer Home Servicesspencerhomeservice.com | 0 of 6 | 1 of 6 |
Question 1 of 6
“My furnace won't turn on. Who can fix it this week in Lynn, Massachusetts?”
Picked
- FirstWaldman Plumbing & Heating
“Its Lynn-area heating page lists furnace repair and same-day, 24/7 emergency no-heat service.”
- #2John’s Oil & Propane
“It lists certified furnace and boiler repair and 24/7 emergency service for North Shore homeowners.”
- #3Spencer Home Services
“It advertises same-day gas furnace repair in Lynn and surrounding towns.”
Considered and passed
- PassedMichael Russo Jr. Plumbing & Heating Co., Inc.
“Its site lists furnace and boiler repairs and 24/7 emergency service but does not specify same-day furnace repair.”
- PassedArctic Oil Co.
“It repairs furnaces and boilers, but its published regular hours are Monday through Saturday, with Sunday by appointment, and it does not specify 24/7 service.”
Question 2 of 6
“Who is the best heating and air company in Lynn, Massachusetts?”
Picked
- FirstWaldman Plumbing & Heating
“It combines long-standing Lynn service and fourth-generation local ownership with licensed heating work, warranties, and same-day emergency support.”
- #2John’s Oil & Propane
“It is a locally owned Lynn fuel and heating service provider that lists certified furnace and boiler repairs and round-the-clock emergency service.”
- #3DeNardo Heating and Cooling
“It serves the North Shore with home HVAC repairs, heat pumps, boilers, and advertised same-day and 24/7 emergency service.”
Considered and passed
- PassedMichael Russo Jr. Plumbing & Heating Co., Inc.
“Its Lynn site supports furnace and boiler work and 24/7 emergencies, though it provides less detailed service, warranty, and online booking information than Waldman.”
- PassedArctic Oil Co.
“It offers furnace and boiler repair and installation but focuses prominently on oil delivery and does not describe round-the-clock heating emergency service on its own site.”
Question 3 of 6
“I need a new furnace or heat pump installed in Lynn, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
Picked
- FirstWaldman Plumbing & Heating
“Its service page lists gas and oil furnace replacement and heat pump systems, with licensed installation and qualified-customer financing.”
- #2DeNardo Heating and Cooling
“It advertises residential installation of ducted heat pumps, mini-splits, and gas and oil boilers in the North Shore area.”
- #3Michael Russo Jr. Plumbing & Heating Co., Inc.
“Its Lynn heating page lists furnace installation, boiler replacement, and energy-efficient system upgrades.”
Considered and passed
- PassedArctic Oil Co.
“It advertises furnace and boiler installation but does not list heat pump installation on the service pages reviewed.”
- PassedJohn’s Oil & Propane
“Its reviewed pages confirm furnace and boiler installation but provide less detail about heat pump installation options.”
Question 4 of 6
“My AC isn't working, can someone come out today? I'm in Lynn, Massachusetts.”
Picked
- FirstDeNardo Heating and Cooling
“Its site specifically advertises same-day AC repair and 24/7 emergency service for the North Shore.”
- #2Gervais Mechanical
“Its Lynn service-area page lists AC system repair and 24-hour emergency service.”
- #3Aspen HVAC Services
“Its Lynn emergency-repair page says it handles no-AC emergencies with 24/7 response and same-day service.”
Considered and passed
- PassedWaldman Plumbing & Heating
“Its reviewed pages detail heating services, but I did not find a specific AC repair service claim.”
- PassedMichael Russo Jr. Plumbing & Heating Co., Inc.
“Its reviewed service pages focus on heating, plumbing, and water heaters rather than air conditioning.”
Question 5 of 6
“I want my furnace serviced before winter in Lynn, Massachusetts. Who can I book online?”
Picked
- FirstWaldman Plumbing & Heating
“It lists annual furnace and boiler tune-ups and provides a Request Booking link from its site.”
- #2John’s Oil & Propane
“It offers furnace tune-ups and maintenance through its heating service request process.”
Considered and passed
- PassedMichael Russo Jr. Plumbing & Heating Co., Inc.
“It lists boiler maintenance and furnace work but its contact path is a phone number and inquiry form rather than a stated online booking calendar.”
- PassedArctic Oil Co.
“It offers seasonal heating maintenance, but its site directs customers to call rather than book online.”
Question 6 of 6
“Which heating company in Lynn, Massachusetts has upfront pricing, so I know the cost before they come?”
Picked
- FirstWaldman Plumbing & Heating
“Its heating service page describes flat-rate pricing and says customers receive an upfront estimate before work begins.”
- #2Michael Russo Jr. Plumbing & Heating Co., Inc.
“Its homepage advertises competitive pricing and transparent estimates, without specifying fixed rates.”
Considered and passed
- PassedJohn’s Oil & Propane
“It promises fair pricing and straightforward answers but does not state that heating repair work uses flat-rate pricing.”
- PassedArctic Oil Co.
“It offers free estimates for heating work, but does not claim a fixed or upfront service price before the visit.”
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