Solved problems. Proven solutions.

Design each major section around a coherent subproblem. Use descriptive headings that state the subject of the section. Begin with a direct sentence or short paragraph that establishes the conclusion or definition, then add supporting explanation, evidence, examples, and edge cases. Repeat necessary entity names when context would otherwise be lost. A secti…

Use answer blocks where the page naturally needs a direct answer, not as a sitewide keyword template. Place a concise response immediately after a descriptive heading when the section addresses a specific question or decision. The first paragraph should stand on its own: define the concept, state the recommendation, or summarize the conclusion in plain lang…

Treat llms.txt as an optional machine-readable orientation layer, not as a substitute for crawlable, authoritative web content. If you use it, keep it concise and accurate. Point to canonical documentation, important resources, product/service explanations, policies, and other durable pages that help a machine or developer understand the site. Maintain the…

Separate factual freshness from cosmetic timestamp changes. Classify content by change rate. Product specifications, prices, leadership, regulations, statistics, platform features, and market data may need frequent review. Foundational definitions or historical explanations may remain accurate for years. For change-sensitive pages, maintain a review schedul…

Treat llms.txt as an optional publisher-provided discovery/context aid, not as a universal AI indexing or ranking control. The format can be useful for pointing automated systems toward important documentation, canonical reference pages, or a concise map of a site's information architecture. For documentation-heavy sites, that can be operationally useful ev…

Design sections around complete information units. Each major section should have a descriptive heading and answer one coherent subproblem. Open with the main point, then add explanation, evidence, examples, and edge cases. A retrieved passage should make sense even if the reader did not see the previous section. Use explicit nouns and entities. Instead of…

Make the page easy to understand at both document and passage level. Lead important sections with a direct answer before expanding into nuance. Use descriptive headings that match real questions and concepts. Keep paragraphs focused so a retrieved passage contains enough context to be useful without requiring three preceding sections. Support claims with ev…

Start with the information system that AI products can retrieve and corroborate, not with platform-specific hacks. 1. Define the entities. Establish the brand, products/services, people, locations, and relationships you want machines to understand. Use stable names, URLs, descriptions, and identifiers. 2. Build source consistency. Your website, profiles, au…