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GuideDoes NAP consistency affect AI visibility?
Yes — consistent Name, Address and Phone data across every place your business appears is foundational to AI visibility, because assistants build a single confident picture of your entity from many sources. When your name, address or phone number disagree across your site, Google Business Profile, directories and social profiles, models can't be sure they're all the same business — so they hedge, split your reputation across fragments, or name a competitor whose data is unambiguous. Clean, identical NAP everywhere lets AI merge every mention into one strong, trustworthy entity. It's unglamorous cleanup work, but inconsistent citations are one of the most common and fixable reasons a legitimate business fails to get named.
FAQ
Why does inconsistent NAP hurt AI visibility?Because AI assembles your entity from many sources. If your name, address or phone differ across listings, models can't confidently tell they're the same business, so your signals fragment and your credibility dilutes — making you harder to name than a competitor with clean, matching data.
What counts as a NAP inconsistency?Any mismatch — an old address, a different phone number, an abbreviated or alternate business name, a former suite number — across your website, Google profile, directories and social accounts. Even small discrepancies add up to ambiguity AI has to resolve.
How do I find and fix my inconsistencies?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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