A senior, knowledgeable partner. The recommendations were specific to our category and the deliverables were polished. We are continuing the engagement.
Hannah Liu Premier
Senior AEO consultant. Ex-Google Search. Available for 4-12 week strategic engagements.
Quick Answer: Hannah Liu is a 1-person freelancer based in San Francisco. Senior AEO consultant. Ex-Google Search. Available for 4-12 week strategic engagements. Minimum project budget: $15k+.
About Hannah Liu
I am a senior AEO consultant with 11 years in search. Spent 5 years at Google on Search Quality, then 4 years at a top-50 SaaS as Director of SEO. Now consulting independently — usually 2-3 active clients at any given time, almost all in B2B SaaS.
Service breakdown
AEO specializations
Industries served
Reviews (3)
Strategic thinking, solid execution, and clear reporting. We appreciated how they translated AEO best practices into actions our team could ship without bottlenecks.
They got our llms.txt and AGENTS.md right on the first pass and the schema work passed validation cleanly. Real AEO depth, not just SEO with a new label.