Ethan Liu

SEO, GEO, content strategy, Next.js, data analysis, product management, AI search monitoring, prompt testing.

LLM citation patterns, AI search retrieval, agentic SEO workflows, and how SaaS teams can become easier for answer engines to cite.

Convertos.ai: AI visibility snapshots, cited-source monitoring, competitor mentions, and citation-readiness benchmarks for SaaS teams.

AI visibility, GEO/SEO experiments, SaaS growth, citation-readiness audits, and practical collaborations around search data.