Keyword and intent research
Commercial relevance, result intent and language use sit alongside search estimates. High volume alone does not make a good target.

Better questions. More useful decisions.
Before creating more content or rebuilding a website, understand what your audience needs. I turn search research into a practical direction for your business and the team doing the work.
Discuss your SEO strategyThe thinking behind the work
A keyword is a clue about a person’s situation. The useful work is understanding the decision behind it.
A spreadsheet of search volumes is only a starting point. The important questions are which searches fit your business, what people expect to find and whether the website has an appropriate answer.
My SEO consulting connects keyword research, search intent, competitor coverage and your own evidence. I look at existing content and performance before recommending new pages, so the strategy builds on what is useful and avoids creating competing versions of the same answer.
You can commission research and planning as a standalone project. I can also stay involved as an adviser, helping your writers, developers or marketing team interpret the roadmap and make decisions as the work develops.
A useful starting point when
01You need a clear search strategy before a launch or redesign.
02Your team can execute, but needs research, priorities and independent direction.
03You are entering a market where familiar keywords may hide different needs.

Research into decisions
Two people can use the same keyword while needing different answers. The useful question is what they are trying to decide, and whether your business has a credible role in that decision.
A keyword list describes demand. A page plan explains what to do about it.
Explore the decisions within a research project. These are examples of the work structure, not client keyword data.
Customer conversations, sales questions, search data and business context help explain why demand exists. I distinguish an interested reader from someone evaluating a service or preparing to buy.
Whose decision are we helping with?
I review the types of results, language and questions around a topic. Similar wording does not always mean the same intent, and different phrases can belong to one useful page.
What would a satisfactory answer look like?
The research is mapped to existing or proposed pages, with a clear primary purpose and related topics. Commercial pages, supporting guides and case studies play different roles.
Which page should own this opportunity?
I prioritise the work by relevance, effort and dependencies, then explain it to the people implementing it. The roadmap should help a team choose its next task without repeating the whole analysis.
What can the team implement next?
The scope follows your starting point, priorities and the people available to implement it.
Commercial relevance, result intent and language use sit alongside search estimates. High volume alone does not make a good target.
Review what competing pages answer well, what your own expertise can add and where a different approach would be more useful.
Map topics to a clear website structure, reducing unnecessary overlap between services, markets, articles and case studies.
Research how audiences move between languages. In Hong Kong, a single journey can mix Chinese explanations with English product or business terms.
Bring search requirements into the development conversation early, before templates and content structures become expensive to change.
Review implementation, refine priorities and help internal teams interpret new evidence without losing sight of the business objective.
A wider view of discovery
An AI-assisted journey may start with a broad question, narrow into comparisons and finish with a conventional search. I consider what expertise and evidence the business needs at each of those stages.
Where useful, the research includes sampled AI answers and references across relevant markets and languages. Those observations are kept separate from measured keyword demand. They help identify content gaps and positioning questions, rather than produce a fictitious prompt-volume forecast.

Different businesses, different starting points. Explore the approach and the context behind each result.
Explore the search behaviour, languages and commercial considerations in each market.
A few practical questions about the work.
Yes. A standalone research project can deliver an intent map, page recommendations and a prioritised roadmap. We agree the number of markets, languages and topics before starting.
Depending on scope, the handoff includes keyword groups, page ownership, content opportunities, priority recommendations and briefs. I explain the reasoning so the team can use the research when new decisions arise.
I group searches by intent and assign a primary purpose to each page. Shared terminology is normal; the problem is several pages trying to answer the same need without a clear reason for each to exist.
Language-specific research matters, but rigidly separating audiences can miss real behaviour. I also examine mixed-language searches, familiar borrowed terms and the explanations people expect within a topic.
Yes. I can provide independent direction, review plans and help coordinate writers and developers. The engagement should make ownership and implementation responsibilities explicit.
A strategic review can identify technical concerns that affect the plan. A detailed technical audit or hands-on fixes are scoped separately within the technical SEO service, so the research project stays focused.
A clear next step
Share your website, the challenge and what you would like to improve. We can start with the work that matters most.
Discuss your SEO strategy