The 50-Word Rule: AI models prioritize the first paragraph of a page for summaries. Start every page with a 40–60 word declarative paragraph that defines the topic immediately.
AI models parse HTML hierarchy to build summaries. Structure your content like a data map, not a story.
• <h2>: Chapter Titles H2 tags define major thematic shifts. AI uses these to build bulleted summaries and categorical extractions. . AI uses these to categorize the data it extracts.
• <h3>: Supporting Evidence H3 tags break down specific details nested inside an H2. Use these for specific facts or triples. . Nested details providing specific facts or "triples."
GEO Tip: Use HTML Tables for complex data (pricing, comparisons). RAG systems extract tables with 40% higher accuracy than paragraphs.
Months 1-2: Extraction Readiness
Audit headings and re-write lead paragraphs into "Inverted Pyramid" summaries. Frame content to answer "Who, What, and Why" in the first fold.
Months 3-4: Connectivity Sync
Deploy JSON-LD Schema. Use the sameAs property to link your site to your verified Google Business Profile. AI uses this to verify your physical existence.
Months 5-6: Building Consensus
Earn "unlinked mentions" on local news and high-authority industry lists. If the web "mentions" you as an expert, the AI treats it as consensus fact.
- Sentiment Analysis: AI analyzes review language for quality signals. Encourage customers to use "descriptive praise" (e.g., "The most reliable developer in PA") to boost entity authority.
- Multi-Modal Strategy: AI now "sees" images. Geotag your photos and use Alt-Text that describes the business entity in the photo, not just the pixels.
- Hallucination Defense: Create a dedicated "Source of Truth" or "Facts" page. This acts as a reference point for AI agents to verify your business data.
- Consensus Hack: AI calculates probability. Get mentioned on local Chamber of Commerce or "Best Of" lists to increase the likelihood of being cited.