Entity consistency
Align names, services, people and locations across first- and third-party sources.
SeattleSEO.us field guide
AI Search Optimization: A Practical Guide
How to improve brand clarity and citation readiness for AI Overviews, answer engines and conversational discovery.
Practical guidance
Make the business easier to resolve, trust and quote.
AI systems synthesize information from changing sets of sources. The durable work is to clarify entities, publish direct and useful answers, support claims, strengthen credible external references and measure referral and brand behavior without claiming complete visibility.
By SeattleSEO.us · Updated
Answer structure
Use direct explanations, decision criteria, evidence and clear page purpose.
Source credibility
Earn references through expertise, original information and transparent authorship.
Make the answer available on the page
State the answer to the main question in ordinary visible text. Add useful details, limitations and evidence. Important information should be accessible through crawlable internal links.
Check facts across sources
Compare the business name, services and real locations on the website and owned profiles. Correct contradictions before creating more content. Link technical statements to current first-party documentation.
Use supported fundamentals
Google says the usual SEO foundations apply to its AI features. No special AI schema or llms.txt file is required for those features. Structured data should describe what people can actually read on the page.
Record observations without claiming a fixed rank
If you sample answer engines, record the system, question, date and cited sources. Treat a single response as an observation; answers can change. Compare referral traffic and qualified inquiries where they are observable.
Your review checklist
Use these points to record findings and decide what needs attention.
- Entity inventory
- Source reconciliation
- Question and answer map
- Evidence and citation plan
- Structured-data validation
- AI referral monitoring
Questions, answered
Before the next step.
What do AEO and GEO mean?+
They are labels for improving visibility in answer and generative search experiences. The terminology is less important than the evidence and information structure.
Is there a guaranteed AI ranking?+
No. Outputs vary by system, prompt, personalization, sources and time.
Should content be written for machines?+
Write clearly for people and structure facts so machines can interpret them accurately.
Sources and further reading
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