The verdict in three sentences
A Hong Kong CEO preparing a mainland China entry, or a private equity operating partner looking for a firm to run a transformation plan, now puts part of their questions to AI assistants like ChatGPT before calling anyone. A boutique strategy consultancy appears in those answers when the public information about it is consistent, factual and echoed by third parties, and it vanishes when its website is limited to general phrases about excellence. The work is judged on a dated record of the answers to the same questions, never on a promise of being recommended.
What do consulting buyers in Hong Kong actually ask?
Strategy consulting buyers in Hong Kong are few and demanding: heads of family groups, boards of HKEX-listed companies, private equity operating partners, Asia heads of European groups. They choose on partner experience, sector depth, the quality of published thinking and discretion. Their questions to AI assistants mirror those criteria.
| Question put to an AI assistant like ChatGPT | What the buyer wants to know | What the assistant must be able to find |
|---|---|---|
| Which boutique strategy consultancies in Hong Kong work on mainland China market entry? | A short, credible list | A clear expertise page, mentions in the business press |
| Which independent firm advises Hong Kong family groups on succession and governance? | Genuine specialisation | Articles signed by partners, a precise biography |
| Who advises private equity funds in Asia on post-acquisition value creation? | Operating experience | Anonymised, real cases, public speaking |
| How much does an 8-week strategy engagement cost in Hong Kong? | A ballpark | A page explaining engagement formats, without an invented rate card |
| Which consultancies publish analysis on the Greater Bay Area? | Thought leadership | Dated notes, downloadable reports |
| What is an alternative to the large firms for a strategic review of a Hong Kong listed company? | Comparative positioning | A factual "our approach" page, identifiable partners |
| Does this firm work in English and Traditional Chinese? | Language capability | Pages in both languages, consistent with each other |
These questions are realistic examples, not an exhaustive list. What they share: the buyer expects names, not generic advice. If your firm is not cited, it does not make the shortlist.
Why some firms appear and others do not
AI assistants like ChatGPT build their answers from what is publicly available and consistent. A boutique firm has a volume disadvantage against the big names, but it can compensate with precision. The factors that matter most in this sector:
- Consistent information: same name, same address, same partners and same sectors on the website, LinkedIn, professional directories and press releases.
- Third-party mentions: quotes in the regional business press, talks at chambers of commerce, op-eds published somewhere other than your own site.
- Factual pages: one page per sector and per engagement type, saying what you do, for whom and in what formats, instead of abstract brand copy.
- Structured data: markup describing the organisation, the partners and the services, so the information is machine-readable.
- Freshness: dated, regular publications, because a 2021 note on border reopening no longer feeds any answer in 2026.
Discretion remains a hard constraint. Case studies must be anonymised and real: sector, size, problem, nature of the work, with no client name and no confidential figure. In Hong Kong, the Personal Data (Privacy) Ordinance (PDPO), enforced by the PCPD, governs the personal data collected through your contact form or analytics tools: in practice, a clear privacy policy and minimal collection. This is not legal advice.
Language matters too. Part of the family group leadership queries AI assistants in Traditional Chinese. An English-only site reduces your chances of being cited in those answers; a Traditional Chinese version belongs to a multilingual project whose languages are set in the quote.
What the work covers and what it costs on the market
In broad terms, the work covers a diagnostic of what AI assistants say about your firm today, aligning the public information, clarifying the expertise pages, structured markup, a strategy for signed content and external mentions, then tracking over time. The market is young in Hong Kong and prices vary widely.
| Service | 2026 ballpark (USD) | Approximate equivalent (HKD) | Note |
|---|---|---|---|
| One-off AI visibility diagnostic | 2,000 to 6,000 | 15,600 to 47,000 | Typical quotes from local agencies and consultants |
| Aligning public information | 1,500 to 5,000 | 11,700 to 39,000 | Depending on the number of profiles and directories |
| Expertise page overhaul and markup | 3,000 to 12,000 | 23,400 to 94,000 | Depends on the number of sectors covered |
| Monthly tracking with answer record | 1,500 to 5,000 per month | 11,700 to 39,000 per month | Often includes content |
| Signed content and press relations | 2,500 to 8,000 per month | 19,500 to 62,400 per month | Varies with the target media |
These amounts are prudent, drawn from public agency rate pages and typical quotes; they are not a study. At Kolonell this work is on quote, after a diagnostic that sets the scope.
How to measure without fooling yourself
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Measurement rests on a dated record: the same list of questions, put to AI assistants like ChatGPT at regular intervals, with the answers archived. Three indicators are enough for a partners' meeting: the share of answers that cite the firm, the accuracy of what is said (partners, sectors, offices), and the firm's position in lists. Add inbound enquiries that name an AI assistant as their source. Answers vary from one day to the next: only a trend over several months is meaningful.
Mini case study
Illustrative example: Harbourline Partners, a six-partner boutique in Central specialising in strategy for family groups. The firm commissions a diagnostic at USD 4,000, then six months of tracking at USD 3,500 a month, so 4,000 + 21,000 = USD 25,000 in total (about HKD 195,000). Its typical engagement brings in USD 180,000 in fees. A single engagement won through a shortlist in which the firm is now cited would cover the spend 7.2 times. The baseline record, on 30 questions, serves as the starting point for judging progress without assuming anything in advance.
FAQ
Can anyone guarantee that AI assistants like ChatGPT will recommend our firm?
No. Nobody controls those answers; a serious provider commits to work and measurement, for example a record of 30 questions every month, never to a recommendation.
How long before the answers change?
Generally allow 3 to 6 months to see a trend, depending on how often the sources are updated. Third-party mentions often take longer than fixes to your own site.
Do we have to publish our case studies to be cited?
Not in an identifiable form. Two to five anonymised, real cases, described by sector, size and nature of the work, are often enough to make your expertise legible without breaching confidentiality.
Is Traditional Chinese essential?
Not always, but if a large share of your target clients, family groups for instance, research in Chinese, a version in that language widens the questions you can match. Languages are set in the quote.
What budget should we plan for a first diagnostic?
On the market, a one-off diagnostic sits around USD 2,000 to 6,000 (about HKD 15,600 to 47,000), 2026 ballpark. At Kolonell it is priced on quote.
Find out how AI assistants describe your firm. We record what AI assistants like ChatGPT say today about your consultancy when faced with your future clients' questions in Hong Kong. Request a diagnostic quote: reply within 48 hours.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
