Why ChatGPT Gets Your Business Wrong — And How to Fix It
AI search engines pull business data from sources you never approved. Here's exactly why it happens — and how verified entity schema fixes it.
The Problem With AI Business Search
When someone asks ChatGPT or Google Gemini about your business, the AI doesn't call you. It searches the web — finds whatever sources it can — and summarises them as confident fact.
Those sources might be a three-year-old directory listing, a review site with the wrong address, or a competitor's page that mentions your business name. The AI has no way to know which source is accurate.
What AI Actually Reads About Your Business
AI search engines like Google Gemini use a process called grounding — they search live web sources before answering. The sources they trust most are:
- Business directories (Yellow Pages, True Local, Yelp)
- Review platforms (Google Reviews, Facebook, Tripadvisor)
- Your website — but only if it has structured data
- Social profiles and LinkedIn
- News articles and blog posts mentioning you
If any of these sources have wrong information — wrong address, wrong phone number, wrong trading hours, wrong services — AI will confidently repeat those errors to your customers.
Why Traditional SEO Doesn't Protect You
Traditional SEO optimises for Google's search crawler — the bot that reads your page text and builds a ranking index. That bot and the AI answering engine are completely different systems.
AI search reads structured entity data — JSON-LD schema, verified registry information, cryptographically signed identity nodes. If your website doesn't have these, AI treats your business as an unknown entity and falls back to whatever directories it can find.
The difference: A well-ranked website without structured entity data is invisible to AI search. A business with verified JSON-LD schema and ABR-confirmed identity gets cited accurately — regardless of its traditional search ranking.
The Fix: Verified Entity Identity
Osapher fixes this by building what AI search engines actually need to cite your business correctly:
- ABR or NZBN verification — your legal identity confirmed against the government registry
- Gold-standard JSON-LD schema — 10+ structured data nodes with zero errors, zero warnings
- AI citation monitoring — track exactly which sources Gemini reads about your business
- Inaccuracy detection — find wrong addresses, wrong pricing, wrong descriptions and fix them at the source
How to Check What AI Says About Your Business
The fastest way to find out what AI is saying about your business is to run a free Osapher scan. It shows your current AI visibility score, the sources Gemini reads about you, and any inaccuracies detected against your ABR-verified identity.
No credit card required. Results in under 10 seconds.
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