AI search dataset
What homeowners actually ask AI engines.
These are the live queries Mentioned runs against ChatGPT, Perplexity, and Gemini when auditing trade contractors. Published openly so operators know what they need to rank for.
If your service-area pages don’t answer these questions in plain language with FAQ schema, AI engines have nothing to cite. Operators who optimize for these queries first see the biggest score lift.
HVAC
The 10 most common queries we run on AI engines when auditing a hvac shop.
- Best HVAC company in [your city] [your state]
- Top rated HVAC contractor near [your city]
- Affordable HVAC repair [your city] [your state]
- Emergency HVAC service [your city]
- Best HVAC maintenance plan in [your city]
- Trusted HVAC technicians [your city]
- HVAC tune-up service [your city]
- Heat pump installer [your city]
- AC not cooling who to call [your city]
- Furnace repair [your city] [your state]
Plumbing
The 10 most common queries we run on AI engines when auditing a plumbing shop.
- Best plumber in [your city]
- Emergency plumber [your city]
- Drain cleaning [your city]
- Water heater replacement [your city]
- Affordable plumber [your city]
- Tankless installer [your city]
- Sewer line repair [your city]
- Toilet repair [your city]
- Burst pipe emergency [your city]
- Pipe leak who to call [your city]
Electrical
The 10 most common queries we run on AI engines when auditing a electrical shop.
- Best electrician [your city]
- Panel upgrade [your city]
- Emergency electrician [your city]
- EV charger installer [your city]
- Outlet not working [your city]
- Generator installer [your city]
- Whole-house rewire [your city]
- Electrical inspection [your city]
- Circuit breaker [your city]
- Power flickering who to call [your city]
Roofing
The 10 most common queries we run on AI engines when auditing a roofing shop.
- Best roofer [your city]
- Emergency roof repair [your city]
- Roof replacement [your city]
- Storm damage roofer [your city]
- Metal roof installer [your city]
- Affordable roofer [your city]
- New roof estimate [your city]
- Gutter replacement [your city]
- Roof leak who to call [your city]
- Top rated roofers near [your city]
Want to see how often your shop comes up in these queries? 20-second audit, free.
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Methodology + scoring details at /methodology. Citing this dataset? Attribution to mentionedinai.com appreciated.