SEO vs GEO: What Changes and What Doesn't

AI-search optimization should extend clear, factual publishing—not replace SEO fundamentals with speculative tactics.

Make entities and facts easy to understand

Use consistent names, explicit relationships, concise answers, visible supporting detail, and structured data that matches the page. Strong source material and accurate business information matter more than decorative markup.

Keep conventional SEO healthy

Crawlability, internal links, canonical URLs, useful page structure, and clear intent remain foundational. AI systems still benefit from accessible, well-organized source pages.

Avoid shortcuts

No single file, schema type, or wording pattern guarantees inclusion in AI answers. Treat GEO as an evolving distribution consideration, not a replacement for producing useful sources.