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AI Answers About Your Locations Are Often Wrong – Check Before Customers Do via @sejournal, @MattGSouthern

Is AI Hallucinating Your Business Address? How to Audit AI Answers for Local SEO

Imagine a potential customer asking an AI assistant for your business hours or location, only to be told you're closed or directed to a postcode three towns over. In the era of Search Generative Experience (SGE) and AI-driven discovery, this isn't just a possibility—it's a common reality.

Recent tests highlighted by Search Engine Journal reveal a startling trend: AI answers regarding physical business locations are frequently wrong. From inventing services you don't offer to claiming your business is permanently closed, AI "hallucinations" are now a critical threat to local conversion rates.

The AI Location Gap: Why Your Data is Getting Twisted

AI models don't "know" your business; they predict the most likely answer based on the data they've ingested. If there is conflicting information across the web—an old Yelp profile, an outdated directory, or a confusing Google Business Profile (GBP)—the AI may synthesize these errors into a confidently delivered, but entirely false, answer.

Common AI errors include:

  • Postcode Confusion: Mixing up zip codes or street addresses.
  • Status Errors: Reporting a business as "closed" despite it being active.
  • Service Fabrication: Inventing services or products that your business does not provide.

How to Audit Your AI Footprint Across Platforms

To protect your reputation and your revenue, you cannot rely on a "set it and forget it" approach to local SEO. You must actively audit how AI platforms perceive your business.

1. The Multi-Platform Test

Don't just check Google. Audit your business data across the big five:

  • Google Gemini (SGE)
  • Microsoft Copilot (Bing AI)
  • ChatGPT (OpenAI)
  • Perplexity AI
  • Apple Intelligence / Siri

2. The Prompting Strategy

When auditing, ask specific questions that are prone to error. Instead of "Where is [Business Name]?", try:

  • "What are the current operating hours for [Business Name] in [City]?"
  • "Does [Business Name] offer [Specific Service]?"
  • "What is the exact postcode for [Business Name]'s headquarters?"

Why This Matters for Your SEO Strategy

Local SEO is no longer just about ranking in the "Map Pack"; it's about Entity Accuracy.

When AI provides wrong information, it creates a friction point that kills the customer journey before the user even hits your website. If an AI tells a user you are closed, they won't click through to your site to check—they will simply move to a competitor. Maintaining a "Single Source of Truth" across the web is now the most effective way to influence AI output.

Proactive Steps to Fix AI Hallucinations

To ensure AI platforms serve correct data, focus on these three pillars:

  1. NAP Consistency: Ensure your Name, Address, and Phone number (NAP) are identical across every single directory.
  2. Structured Data: Implement robust LocalBusiness Schema markup on your website to give AI bots explicit, machine-readable data.
  3. Claim Everything: Audit and claim your profiles on secondary aggregators and industry-specific directories to remove legacy errors.