The verdict in three sentences
Founders, family groups and fund managers in Abu Dhabi now ask AI assistants like ChatGPT to name sell-side or buy-side advisers for a given sector before they call anyone, and a boutique that is absent from those answers is absent from the first shortlist. Whether a firm appears depends on consistent, verifiable public information: partner biographies, sector pages, publicly announced deals and third-party mentions in credible outlets. This work is measured by a dated record of the answers to the same questions over time, and on the 2026 market it costs roughly $2,500 to $8,000 a month or a one-off audit of $4,000 to $12,000.
What buyers now ask AI assistants about M&A advisers
The questions below are realistic examples for this city and trade, in English and often in Arabic. Each tests a different signal.
| Example question to an AI assistant | Who asks | Signal the answer relies on |
|---|---|---|
| "Which M&A boutiques in Abu Dhabi advise on sell-side for family businesses?" | Second-generation shareholder | Sector page, explicit family business positioning |
| "Independent corporate finance advisers in ADGM for healthcare deals" | Founder of a clinic group | Regulatory status as published, healthcare credentials |
| "Who advised on recent mid-market acquisitions in the UAE logistics sector?" | Fund associate | Public deal announcements, press coverage |
| "Is [firm name] a reputable M&A adviser?" | Board member doing checks | Consistency of facts, partner track record, reviews of the firm in the press |
| "Best way to find a buy-side adviser for a GCC acquisition under $50 million" | Corporate development lead | Clear mandate size and process pages |
| "M&A advisers in Abu Dhabi who speak Arabic and work with Saudi buyers" | Family office | Bilingual content, cross-border experience stated factually |
| "Fees for an M&A adviser in the UAE: retainer and success fee" | First-time seller | Pages explaining fee structures in general terms |
Clients choose an M&A boutique on sector expertise, partner seniority, deal tombstones and discretion. Assistants can only reflect what is publicly verifiable. A tombstone may appear only if the deal is real and publicly announceable with client consent: a confidential mandate stays off the web, and no work on AI visibility changes that.
Why some boutiques appear and others do not
| Factor | Firm often cited | Firm often absent |
|---|---|---|
| Firm facts | Same name, address, licence wording and partners everywhere | Old office, departed partners still listed on directories |
| Sector pages | One factual page per sector with mandate types | A single generic "Advisory" page |
| Deal record | Publicly announced deals with dates and roles | Vague claims, no dates, or nothing |
| Third-party mentions | Interviews, league table entries where earned, conference panels | Only self-published content |
| Structured data | Organisation and person markup consistent with the site | None, or inconsistent |
| Freshness | Insights updated each quarter | Last post three years old |
| Language | English and Arabic pages that say the same thing | English only, Arabic machine-translated |
Regulated status matters too. Depending on where the firm is licensed, onshore or in ADGM or DIFC, corporate finance advice may require authorisation from the relevant regulator, and descriptions must match the licence exactly. On data, the UAE has a federal personal data protection law (Federal Decree-Law No. 45 of 2021), while ADGM and DIFC run their own regimes: any contact form or newsletter should follow the one that applies. This is not legal advice.
What the work covers and what it costs
In broad terms, this kind of engagement covers an audit of how assistants currently describe the firm, a review of public facts across the site, directories, regulator registers and press, recommendations on the factual pages and third-party presence that are missing, and a monthly measurement. It is close to SEO and to financial communications, and often coordinated with both.
2026 ballpark from typical agency quotes and public agency rate pages in the Gulf. These are external market assumptions, not Kolonell prices: Kolonell scopes this work on quote.
| Item | Market range (USD) | Note |
|---|---|---|
| One-off AI visibility audit | 4,000 to 12,000 | Depends on number of questions and languages |
| Monthly retainer, specialist agency | 2,500 to 8,000 | Includes measurement and recommendations |
| Arabic professional translation | 0.10 to 0.20 per word | Third-party cost |
| Financial PR placement support | 3,000 to 10,000 a month | Separate provider, often already retained |
| Partner photography and bios update | 1,500 to 4,000 | One-off |
| Quarterly measurement only | 1,500 to 3,500 per quarter | For firms doing the work in-house |
How it is measured
The reliable method is a fixed list of 30 to 60 questions, asked to AI assistants like ChatGPT at regular dates, in English and Arabic, with every answer stored. Three indicators come out of it: the share of answers that mention the firm, the accuracy of what is said (sectors, partners, licence, office), and the sources cited or evidently relied upon. Business impact is tracked at intake: ask every new prospect how they found you. No serious provider can promise that an assistant will recommend your firm; the measurable objective is to be described correctly and to appear more often.
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Mini case study
Illustrative example: Corniche Capital Partners, a fictional four-partner boutique on Al Maryah Island, tests 40 questions and is named in 5 answers, 12.5%, while two answers still cite a partner who left in 2024. The firm budgets a one-off audit and six months of follow-up, an external market assumption of $6,000 plus 6 × $3,500, or $27,000. Arabic translation of eight sector pages at about 1,200 words each, 9,600 words at $0.15, adds $1,440, also an external market assumption. If the work contributes to one additional mid-market sell-side mandate with a success fee of 1.5% on a $20 million deal, that is $300,000 of fees, more than ten times the $28,440 spent. A single mandate is uncertain by nature: the case only shows the order of magnitude at stake.
FAQ
Do M&A clients really use AI assistants to shortlist advisers?
A growing share of founders and family offices use them for a first scan, then check by referral. Being absent from 30 or 40 typical questions means missing that first scan.
Can we show our deal history?
Only deals that are real, publicly announced and cleared by the client, with your actual role. Confidential mandates stay off the web, which assistants cannot see either.
How long before answers change?
Plan 3 to 6 months after public facts are corrected across your site, directories and press. Arabic answers often lag English ones.
What does it cost in Abu Dhabi?
Typical 2026 quotes run from $4,000 to $12,000 for an audit and $2,500 to $8,000 a month for a retainer (external market assumption). Kolonell works on quote after a first review.
Does our ADGM or onshore licence change the content?
Yes, the description of your activities must match your licence wording exactly. Any claim beyond it is a regulatory and reputational risk.
Find out how AI assistants describe your firm. We record how AI assistants like ChatGPT answer 40 buyer questions about M&A advice in Abu Dhabi, in English and Arabic, and show where your firm stands. 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.
