The verdict in three sentences
In Luxembourg, buyers of strategy consulting (heads of industrial groups, fund boards, private equity operating partners) increasingly use AI assistants like ChatGPT to draw up a first shortlist before making any call. A firm shows up when its public information is consistent, factual and echoed by third parties, and it vanishes when its website offers slogans and a generic "Expertise" page. On the market this work costs a few thousand euros a month, it is measured with a dated record of answers, and no serious provider promises a recommendation.
What are your future clients really asking AI assistants?
The queries have changed shape. An independent director no longer types "strategy consulting Luxembourg": they ask a full question, often in English even when their company works in French, sometimes in German. The questions below are representative of this niche (illustrative examples built from typical cases).
| Question asked to the AI | Buyer profile | What the AI looks for to cite |
|---|---|---|
| "Which independent strategy consultancies in Luxembourg understand fund management companies?" | Conducting officer at a ManCo | Explicit sector pages, anonymised references |
| "Boutique firm to review the strategy of a family industrial group in the Grand Duchy" | Heir or holding company chair | Partner profiles, tenure, stated discretion |
| "Who can support a commercial due diligence for a private equity fund in Luxembourg?" | Operating partner | Precise description of the offer, timelines, deliverables |
| "Alternatives to the big firms for an 8-week strategy engagement in Luxembourg" | CFO or CEO of a mid-sized company | Price positioning, team size, public approach |
| "Strategy consultant speaking German and French for a Luxembourg private bank" | Executive committee member | Partners' actual working languages |
| "Which firm has published on the strategy of sustainable finance players in Luxembourg?" | Head of strategy at an insurer | Dated publications, public talks |
| "Reviews of [firm name] strategy consulting Luxembourg" | Any buyer in verification mode | Third-party mentions, directories, business press |
Two takeaways. First, language: a French-only site misses part of the questions asked in English or German, and the reverse also holds. Second, the last row is the most sensitive: when the AI finds nothing verifiable about a name, it says so, or it makes things up, which is worse.
Why some firms get cited and others do not
AI assistants like ChatGPT build an answer from whatever they find clearest and most consistent. For a boutique firm, six factors carry weight in practice.
- Consistent public information: same legal name, address, partners and sectors on the website, LinkedIn, the business register and professional directories.
- Third-party mentions: op-eds in the local business press, talks at financial-centre conferences, citations by professional associations.
- Factual pages: one page per sector served (funds, private banking, industry, logistics), one page per engagement type, direct answers to buyers' questions.
- Structured data: Organization, Person for partners, Service and FAQ markup, which makes facts easier to extract.
- Reviews and references: in strategy consulting, public reviews are rare and references often confidential. Real, anonymised cases beat vague testimonials.
- Freshness: an "Insights" page whose latest article dates from 2023 signals inactivity.
Discretion, the profession's core value, works against you when it turns into absence. You can stay discreet about clients while being precise about partners, sectors, engagement formats and public positions.
On data, the GDPR applies and the CNPD is Luxembourg's supervisory authority: a contact form, analytics tools or a newsletter must respect that framework. This is not legal advice.
What the work covers and what it costs on the market
The AI visibility market is young. The figures below are 2026 ballparks drawn from typical agency and consultant quotes in Western Europe, to be read with caution.
| Workstream | Scope in broad terms | Market range (2026 ballpark) |
|---|---|---|
| Initial diagnostic | Record of answers to 20 to 40 questions, consistency audit, analysis of cited sources | 2,000 to 6,000 EUR, one-off |
| Website upgrade | Sector pages, partner profiles, FAQ, structured data, in FR/EN/DE as needed | 4,000 to 15,000 EUR, one-off |
| Third-party editorial presence | Op-eds, talks, professional directory listings | 1,000 to 3,000 EUR per month |
| Monitoring and adjustments | Dated monthly record, correction of inaccuracies, new content | 1,500 to 4,000 EUR per month |
| Specialist translation | German or Luxembourgish for key pages | 0.15 to 0.25 EUR per word, market assumption |
At Kolonell this work is on quote, after a diagnostic that sets the real scope: number of questions tracked, languages, pages to create.
How to measure without fooling yourself
The only honest measure is a dated record: the same questions, asked under the same conditions, at regular intervals, with the answers archived. Three indicators are enough to decide.
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| Indicator | How to read it | Useful threshold for a boutique firm |
|---|---|---|
| Share of answers citing the firm | Out of 30 questions, how many mention your name | Moving from 0-2 to 6-10 in 6 months is real progress |
| Accuracy | Partners, sectors, address correct or not | Zero factual errors about identity |
| Cited sources | Which pages or mentions the AI draws on | At least one page from your site among the sources |
| Languages covered | Results in FR, EN and DE | Presence in at least two languages |
| Qualified inbound enquiries | Contacts mentioning an AI search | Quarterly tracking, no imposed target |
Answers vary from day to day: reason in trends over several months, never on a single screenshot.
Mini case study
Illustrative example. "Moselle Strategy Partners", four partners in Luxembourg-Kirchberg, focused on management companies and industry. The diagnostic covers 30 questions in French, English and German: the firm is cited in 2 answers, and one AI credits it with a partner who left in 2022.
First-year budget, on market assumptions: diagnostic 4,000 EUR, rebuilt sector pages and profiles 9,000 EUR, monitoring 2,000 EUR a month for 10 months, i.e. 20,000 EUR. Total: 4,000 + 9,000 + 20,000 = 33,000 EUR. A single 8-week strategy engagement billed at 120,000 EUR covers that amount 3.6 times. The decision test is simple: one extra engagement over two years from better visibility pays for the effort.
FAQ
How long before AI assistants start citing my firm?
Usually 3 to 6 months after the site and third-party mentions are upgraded, because AI assistants pick up new sources with a lag. Some factual corrections show up faster, others never if the wrong source stays online.
Do we have to publish client references to be cited?
No. Real, anonymised cases (sector, issue, engagement length, type of deliverable) are enough and respect confidentiality. Three to five well-written cases beat twenty logos.
Do I need a site in German and Luxembourgish?
It depends on your buyers. If 30% of your prospects work in German, a few key pages in that language make sense; Luxembourgish is rarely decisive for a consulting clientele.
Can anyone guarantee ChatGPT will recommend us?
No, and be wary of anyone who promises it. The work addresses the causes (consistency, sources, factual pages) and tracks progress on a panel of 20 to 40 questions.
Does this replace Google SEO?
No, it complements it: many sources AI assistants draw on are well-ranked pages. A budget of 1,500 to 4,000 EUR a month can cover both, depending on scope.
Find out how AI assistants describe your firm. A dated record of 30 questions in French, English and German will show where your firm stands against its competitors. 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.
