
VIVI Optics
Building a global optical brand website with SEO architecture, product content strategy and AI search preparation.
View Case StudyThe model searches for pages that answer the question directly, in language close to the question asked.
It checks whether your company, products and capabilities are described consistently across the web.
It prefers verifiable, well-structured sources where claims can be traced back to the original.
| Criterion | Traditional SEO | GEO |
|---|---|---|
| Goal | Rank on a results page | Be cited in a generated answer |
| Unit of value | A click | A mention with attribution |
| Content shape | Long-form keyword pages | Direct answers, tables, clear specs |
| Success signal | Rankings and sessions | Brand presence in AI answers |
We test the questions your buyers ask, across the major assistants, and record who gets cited today.
Consistent company, product and capability data across your site and the sources models rely on.
Specification tables, comparison content and structured FAQs written to be quoted accurately.
Ongoing tracking of citations and mentions, feeding straight back into the content roadmap.
No. AI engines still rely on indexed, technically sound pages. GEO adds structured answers and entity clarity on top of that foundation.
Yes. We run a fixed question set monthly across the major assistants and track when and how your company appears.
Buyers already ask assistants for supplier shortlists. Being absent from those answers is a silent loss of qualified demand.

Building a global optical brand website with SEO architecture, product content strategy and AI search preparation.
View Case StudyWe will run your buyer questions through the major AI assistants and show you the answers.
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