qa
Do I Need a Wikidata Entry for My Business?
Wikidata is one of the strongest signals for AI entity recognition — but not every business qualifies or needs one
What Does ChatGPT Use to Find Local Businesses?
How ChatGPT sources information about local businesses — and what you can do to ensure it finds yours
Why Does AI Give Wrong Information About My Business?
The reasons AI systems misrepresent businesses — and how to correct the record
What Is the Difference Between Structured Data and Schema?
Structured data and schema are related but distinct concepts — here is how they work together
How Do I Know If My Structured Data Is Working?
Three tools and one manual check to verify your structured data is correctly implemented and being read by AI systems
Does Having More Reviews Help AI Visibility?
Reviews contribute to AI visibility but are not the primary signal — here is what actually matters
What Is Entity Authority and How Do I Build It?
Entity authority is the measure of how well AI systems and search engines recognise and trust your business as a distinct entity
Is AI Verified the Same as Being Verified on Google?
AI Verified and Google verification are different things — here is what each one means and why you need both
How Do I Get My Business into Google's Knowledge Graph?
A practical guide to establishing your business as a recognised entity in Google's Knowledge Graph