The 264-Concept Framework for Reddit Founders
Ensure your codebase speaks the language of AI retrieval agents.
Every high-value page must lead with a 40–50 word "factual summary" in the first 15% of the DOM. Why? RAG systems prioritize the first 2,000 tokens. Content placed here has an 80% higher citation probability.
Ensure your most critical "Citation Facts" appear in the HTML before sidebar or navigation elements. Crawlers prioritize content that appears early in the document structure.
Your SoftwareApplication schema must be perfectly nested with aggregateRating to
trigger trust-based retrieval. Isolated schemas often fail to convey the full context of user trust.
Deploy an llms.txt file at the root to explicitly guide AI crawlers to your methodology and
pricing summaries. This acts as a map specifically for non-human visitors.
Build the "Entity Trust" that LLMs use to verify claims.
Proactively secure mentions on high-authority platforms. The 50-Word Rule: Your brand entity and target keyword must be within 50 words of each other in the DOM to maximize the AI's "Semantic Proximity" score.
Link your PersonSchema to verified social profiles. LLMs use founder authority as a proxy for
project legitimacy and to verify claims made on the site.