What NAP consistency means for AI visibility

NAP stands for Name, Address and Phone number — and NAP consistency means those details are identical everywhere your business appears online: your website, Google Business Profile, Bing Places, Apple Business Connect, directories and review sites. It sounds trivial, but it's foundational: when an AI assistant tries to decide whether to recommend you, it first has to resolve you as one clear entity. Conflicting addresses, an old phone number, or three slightly different business names across listings make the model unsure it's even looking at a single business — and an assistant that can't confidently resolve you won't confidently name you.

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FAQ

Why does NAP consistency matter for AI, not just SEO?Because entity resolution comes before recommendation. AI aggregates signals across many sources; when your name, address and phone conflict between them, it fragments your entity and lowers the model's confidence that you're one real, current business. Clean, identical NAP everywhere reinforces a single trustworthy entity the model can name without hesitation.

What are the most common NAP mistakes?Abbreviations that vary (St. vs Street), an old phone number left on a directory, a suite number present on some listings and missing on others, a slightly different business name (with vs without 'LLC' or a location tag), and outdated addresses after a move. Each inconsistency is a small crack in your entity.

How do I find and fix my NAP inconsistencies?Audit your major listings against a single canonical version of your name, address and phone, then correct them one by one starting with Google, Bing and Apple. Run a free Cited scan — it checks the AI-search readiness signals on your website (crawler access, llms.txt, structured data and answer-ready content) and lists the fixes to make first.

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