SEO and GEO: Google AI visibility still depends on search fundamentals
Distinguish general search optimization from content usability in generated answers, using Google guidance on eligibility, evidence and measurement limits.
Choose an approach
SEO helps discovery and understanding; GEO commonly concerns use in generated answers. In Google Search, GEO does not replace search fundamentals. Google says AI features use existing SEO practices without special AI markup. Resolve indexing and readability, then provide clear supported answers. No template guarantees citations or exposure.
Indexable content underpins eligibility
Google supporting-link eligibility requires indexing and snippet eligibility, without a special schema. Check fetchable text and discoverable links. Answer passages, comparisons and sources can help readers but are not an official ranking formula. AI files and repeated questions do not repair thin or duplicate content. Optimize real questions and reliable evidence rather than machine-looking labels alone.
Check technical access and answer quality on one page
Choose a page with a real question, inspect live and indexing states and check that title and body answer it. Verify sources, dates and versions rather than attaching link lists. Preserve pages and metric windows and observe impressions, visits and task outcomes separately. Aggregate changes do not prove one rewrite caused them. No private search data or measured GEO gain is reported here.
Ongoing maintenance matters more than special labels
Maintain canonicals, links and updated evidence without duplicating synonymous questions. Structured data must match visible content and English must preserve facts. Include verification and updates in cost. Improve important pages in batches and evaluate sufficient observations before attributing effects. Recheck needs and evidence if results do not change. Google does not guarantee crawling, indexing or serving; site checks do not establish external visibility.
Checked sources
These sources support the concepts and methods described here. Examples and test scope are labeled separately; check the version of the tools you use.