GEO/AEO with a Hong Kong AI consultant: what to measure, how to start
AI visibilityThree key takeaways
- Make crawlable, evidenced main content before talking GEO.
- Log date, prompt, region and sources when sampling AI answers.
- Next step is Snapshot/Discovery or bookme—not a ranking promise.
Who this is for, and how to start
This fits Hong Kong SMEs that already have a site, want clearer answers to buyer questions, and will not buy a “guaranteed AI citation” pitch. Review /ai-consulting: one workflow, an owner, a measurable baseline. Use bookme for a free 30-minute conversation; Snapshot for written diagnosis; Discovery for a 30/60/90-day plan.
SEO concerns search visibility. AEO commonly describes answer-oriented content; GEO commonly describes visibility in generated answers. These labels are not certifications. Put answers, boundaries, author and sources in the HTML body. Google says its AI features need no special AI files or schema.
Keep a repeatable measurement sheet
Record target pages, queries, date ranges, impressions and clicks in Search Console. Use site analytics for meaningful enquiries or bookings. Google AI-feature traffic is included in the Web search report; do not attribute all report growth to AI. Log content changes, campaigns and seasonality.
Sample a fixed set of representative questions and record date, platform, region, login state, answer and clickable sources. One appearance or absence is only an observation.
FAQ promises and how to contact
At revision, Google's documentation updates state that FAQ rich results stopped appearing from May 7, 2026. Keep useful FAQs for readers; do not sell FAQ rich-result appearance. llms.txt and schema can describe a real page but neither guarantees citations, rankings or traffic.
Define acceptance around content revisions, source checks, indexing checks and measurement records. Bring one real workflow via bookme; compare consulting scope on /ai-consulting.
Questions
- Will adding schema earn an AI citation?
- There is no such guarantee. Mark up truthful visible content; platforms still decide indexing, display and citation.
- How do we start GEO work with a consultant?
- Bring the site and three to five buyer questions to a free 30-minute conversation on bookme. Use Snapshot for written diagnosis; Discovery for a 30/60/90-day plan.
- Can you guarantee appearance in AI answers?
- No. Consulting delivers content, measurement and workflow boundaries—not ranking or citation guarantees.
Limitations
Search and AI platform rules change. Privacy settings, tracking gaps and sampling bias affect measurement. The linked official Google guidance does not establish identical reporting or rules for other AI platforms.
Sources & references
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Related cases
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