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.

Plumbing

The 10 most common queries we run on AI engines when auditing a plumbing shop.

Electrical

The 10 most common queries we run on AI engines when auditing a electrical shop.

Roofing

The 10 most common queries we run on AI engines when auditing a roofing shop.

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Methodology + scoring details at /methodology. Citing this dataset? Attribution to mentionedinai.com appreciated.