Discover
Validate crawling, indexing, rendering and discovery paths.
Generative Engine Optimization
When buyers ask AI,
does it mention your brand?
We help brands become discoverable, accurately understood and citation-ready across ChatGPT, Google AI and Microsoft Copilot.
Eligibility is not an outcome
- Public crawl
- Entity clarity
- Source verification
- Citation tracking
The problem is not a lack of content
Your brand signals may be scattered, conflicting or impossible for machines to verify.
01
AI finds your site but cannot explain what you do
02
Chinese and English pages contradict each other
03
Products are buried under marketing language
04
Plenty of content, nothing worth citing
The Sunpersona method
From accessible to worth citing.
Understand
Align entities, service definitions and bilingual messaging.
Verify
Build trust through cases, sources, authors and external signals.
Cite
Create clear, citable content around real questions.
Start with a baseline