Dealerships are increasingly receiving unsolicited “AI visibility audits” from marketing vendors and sales representatives. These reports often look technical and authoritative, but many are made with automated tools.
They may use limited website crawls, a few prompts, or generic scoring systems. These methods may not reflect your market, inventory, website platform, search performance, or current SEO work.
