Does your business category change how AI decides to recommend you?

Your category doesn't change the fundamentals of AI visibility, but it heavily reshapes which signals carry the most weight — and optimizing as if every business were the same is a common mistake. For local service businesses — lawyers, dentists, contractors, med spas — assistants lean hard on local trust signals: Google Business Profile, review volume and recency, local directories and name-address-phone consistency, because the buyer's question is almost always location-bound. For software and B2B, the weight shifts to G2, Capterra and comparison roundups, best-for-use-case content, and alternative and versus pages, because buyers ask functional, comparative questions. For ecommerce and products, review density, marketplace presence and structured product data dominate. For regulated fields like healthcare and finance, assistants are visibly more cautious and favor businesses with strong trust and credential signals before they will name them. The clear entity, consistent details and citation density that underpin everything stay constant across all of them — but where you spend your next hour of effort should follow your category's dominant signal, not a generic checklist. Knowing which signal your category rewards most is half the battle.

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