structured data
8 posts
Shopify product optimization for Google AI Overviews
Google AI Overviews now answer buying questions and surface products. Here is how to optimize Shopify products for AI Overviews: indexing, product structured data, buying content, and authority.
Do I need structured data for LLM SEO?
Do LLMs need structured data to cite you? Google says no special schema is required for AI features. Here is what schema actually does for AI search and when it matters.
does unstructured data prevent ai recommendations
No, unstructured content does not prevent AI recommendations. LLMs read prose natively, and markup barely moved citations in testing.
how do i stop chatgpt search from attributing my stats to an incorrect company
It is an entity-confusion problem: your signals are too weak to disambiguate you. Fix it with clear, consistent, first-party, corroborated attribution.
Do you need specific schema markup for AI Overviews?
Do you need special schema markup to appear in Google AI Overviews? Google says no. Here is what structured data is really for and what actually drives AI Overview citations.
Why are my products not showing in Google AI overviews?
Products absent from Google AI Overviews? It is usually eligibility, product data, content, authority, or the query itself. Here is how to diagnose and fix each cause.
how do ai answer engines extract sizing charts from product pages
They read text, so a sizing chart in clean HTML gets extracted, while one locked in an image, script, or PDF is invisible. Make the data real, labeled text.
Does FAQ schema still work for ChatGPT SEO?
Does FAQ schema still work for ChatGPT and AI SEO? The markup no longer earns Google rich results and is not what AI cites. Here is what actually works and how to use FAQ content.