Field-tested writing on Generative Engine Optimization, AI search visibility, and how HVAC, restoration, and roofing contractors get cited by ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews.
Most restoration sites we audit are missing at least three of these. None of them are difficult to fix. All of them measurably change whether AI assistants will surface the business in a recommendation.
Restoration is a category where the time between problem and call is measured in minutes, and the search behavior is overwhelmingly mobile and voice. AI assistants are uniquely well-suited to this moment, and getting cited there is the highest-leverage move you can make.
Different AI assistants weight different signals, but the patterns rhyme. Citation frequency in their training and grounding sources, structured data, entity consistency, and crawlability of your own site dominate what is actually possible to influence.
SEO optimizes to rank in a list of links. GEO optimizes to be cited in a generated answer. The mechanics are different enough that a strong SEO program does not automatically translate to AI visibility — and weak structured data is the most common reason.
Generative AI tools have moved from novelty to default research surface for hundreds of millions of people. The implication for local service businesses is direct: if AI assistants don't know you, you are not in the consideration set.