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• � ??: Google AI ?? (SGE)?ChatGPT?Perplexity?Claude??????
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???????SEO ?????;??????? (GEO) ? ?????? (AEO) ???? AI ???????

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• � ?????: ????????? Schema,? AI ?????????????
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5 ???

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?????? AI ??????????????

1. 1
   Optimize for entity and attribution.

   Define your brand clearly across the web�name, description, location. Use Organization and other schema so AI can recognize and cite you.

2. 2
   Create answer-shaped content.

   Publish concise, quotable answers to the questions your audience asks. Use clear headings and short paragraphs so AI can extract and attribute.

3. 3
   Build citation signals.

   Earn mentions and links from authoritative sites. AI uses these to decide who is credible enough to cite. Press, reviews, and partnerships help.

4. 4
   Map queries to your expertise.

   Identify the questions that should lead to your brand (e.g. �best [X] in Malaysia�). Create content that directly and clearly answers those queries.

5. 5
   Measure and refine.

   Track where you�re cited (or not) in AI Overviews and answer engines. Adjust content and signals based on what drives visibility.

The future

Future of AI-driven search

• � AI-driven search will expand. More queries answered in place; more conversational interfaces. Invest now = head start in visibility.
• � SEO, GEO, and AEO keep working together: SEO for rankings, GEO for overviews, AEO for chat. Full authority = seen, explained, named.

SEO?GEO ? AEO ???.

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