When homeowners ask AI, be the answer.

We test roofing questions across ChatGPT, Claude, and Gemini, trace the sources they cite, and rebuild your site until it earns the citation.

Rows of residential gable rooflines against the sky

What we handle

Local keyword testing

The questions homeowners in your market ask, run across ChatGPT, Claude, and Gemini on a monthly cadence.

Citation tracing

We log which pages, directories, and articles each model relies on when it answers roofing questions in your area.

Source benchmarking

Your site scored against the sources getting cited: content depth, structure, credentials, and local proof.

Site improvements

The pages, schema, and content changes that close the gap between your site and the cited sources.

Directory and profile alignment

Models lean on third-party profiles. We make yours consistent everywhere the models look.

Re-testing and reporting

The same questions re-run every month, so you can watch your company enter the answers.

How we run it

  1. 01

    Ask the models

    We run the questions homeowners in your market actually ask across ChatGPT, Claude, and Gemini, and record every answer.

  2. 02

    Trace the citations

    Each answer leans on sources. We log which sites the models cite and how often, question by question.

  3. 03

    Benchmark your site

    We compare your site against the cited sources and identify exactly what they have that you lack.

  4. 04

    Close the gap

    We make the changes, wait for the models to catch up, and re-test until your company shows up in the answers.

Tell us about your roofing company.

A 30-minute call. We review your market before we get on it, so you leave with something useful either way.