Machines need explicit context
Clear navigation, semantic HTML and real links come first. Structured data, sitemaps and guidance files complement that foundation.
Layers that make a page understandable
An article may use BlogPosting with title, dates, author and references visible on the page. Inventing a review score for visibility breaks coherence.
The same content for people, search and agents
- 01
Use Schema.org types compatible with visible content.
- 02
Keep canonicals, language, breadcrumbs and sitemap coherent.
- 03
Do not mark unconfirmed reviews, prices or attributes.
- 04
Provide summaries and direct paths without hiding content in JavaScript.
Technical validity and discovery
Validate JSON-LD, sitemap coverage, crawling and links. Check whether important pages can be reached directly without complex actions.