Posts
Posts
Articles on plumbing and restoration marketing and on what the AI engines actually cite. Most are also published on LinkedIn; the canonical version lives here.
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What 3,060 AI searches told us about how plumbers get recommended
I asked Google AI Mode, AI Overviews and Perplexity 17 questions 60 times each. What they cite when someone asks for a plumbing marketer in San Diego, and why I was in none of it.