Short answer
- SEO wins a ranked link; GEO wins a mention inside the AI's answer.
- Both need crawlable, indexed, fast pages — that shared foundation comes first.
- GEO puts extra weight on entity facts, evidence and answer-first writing.
- Most factory websites fail GEO because facts sit in PDFs and images.
| SEO | GEO | |
|---|---|---|
| Goal | Rank a page for a keyword | Be named and cited in an AI answer |
| Reader | A person scanning ten links | A model extracting facts |
| Main signals | Relevance, links, experience | Entity clarity, evidence, answer-first pages, third-party confirmation |
| Typical keyword | "acne patch manufacturer" | "recommend 5 acne patch manufacturers with MOQ under 3,000 for a US brand" |
| Measurement | Rank and clicks | Share of fixed prompts that name you |
The shared foundation
Google's AI Overviews come from Google's index; ChatGPT's web answers draw on web search. So indexing, speed, mobile readability and clear page titles serve both. Fix those first.
Where GEO asks for more
A search engine can rank a thin page that matches a keyword. An AI answer needs facts it can state with confidence: your MOQ, your certifications, your location, your capacity. That is why the most common GEO failure for factories is not a missing keyword but a missing fact — or a fact locked inside a PDF catalogue.
How to spend one budget on both
- Technical foundation (serves both).
- One answer-first page per product line (serves both).
- Evidence pages and structured data (mostly GEO, helps SEO).
- Buyer guides (both).
- Third-party listings and trade media (both; essential for GEO).