What is Structured data?

Search engines and AI answer systems parse plain HTML with limited confidence about meaning. Structured data adds explicit labels - product name, price, rating, FAQ pairs - that remove ambiguity. These labels follow shared vocabularies, most commonly Schema.org, which major search engines and AI platforms recognize. When a page includes valid structured data, it becomes eligible for enhanced search features like rich results, knowledge panels, and cited AI answers.

How does structured data work?

• A developer (or platform) adds a JSON-LD script block to the page's HTML, or embeds microdata attributes directly in the markup.
• That block describes the content using Schema.org types - for example, Product, FAQPage, or Review.
• When a crawler indexes the page, it reads the structured labels and stores them alongside the page content.
• Search and AI systems can then surface that information in answer boxes, carousels, or voice responses without needing to re-parse unstructured prose.

Why does it matter?

For an ecommerce operator, valid structured data is one of the highest-leverage technical investments available - it can turn a standard product page into a rich search result showing price, availability, and star ratings before a shopper even clicks. For a dealership, FAQ and vehicle schema can push inventory answers directly into search results, reducing inbound calls for basic questions. As AI-generated answer engines become a larger share of search traffic, pages with well-formed structured data are far more likely to be cited as sources.

Nobi emits structured data for shopper Q&A interactions, which improves a page's eligibility to appear in rich results and AI-generated answers - giving your content more surface area in search without additional copywriting.

Frequently asked questions

What is the difference between JSON-LD and microdata? JSON-LD is a separate script block added to the page head or body - it does not touch the visible HTML. Microdata embeds attributes directly into existing HTML elements. Google and most AI platforms prefer JSON-LD because it is easier to maintain and less likely to break when the page design changes.

Does structured data directly improve search rankings? Structured data does not directly boost rankings in the traditional sense, but it makes pages eligible for rich results and featured answer placements, which tend to get higher click-through rates. It also helps AI answer engines attribute information correctly to your site.

Which Schema.org types matter most for ecommerce? Product (with offers, price, and availability), Review and AggregateRating, FAQPage, and BreadcrumbList are the highest-value types for most online stores. Automotive dealers also benefit from Vehicle schema and LocalBusiness markup for their location pages.