The verdict in three sentences
In New York, a founder considering a sale often asks an AI assistant like ChatGPT for a first list of M&A boutiques specialized in their sector, before even calling their attorney. The boutiques that show up are those whose publicly announced transactions, partners and sectors are described consistently on their website and in third-party sources. On the market this work costs between 3,000 and 10,000 USD for a diagnostic and 3,000 to 9,000 USD a month for monitoring, a 2026 ballpark for a market that is still emerging.
The questions your future clients ask
The clients of a New York M&A boutique are few and very specific. Their questions to AI assistants reflect their situation: deal size, sector, sell side or buy side.
| Who asks | Realistic phrasing | What gets a boutique named |
|---|---|---|
| SaaS founder, 40M USD revenue | « Which M&A boutiques in New York advise on selling B2B software companies? » | Software sector pages, public deals in that sector |
| Family-owned industrial group | « Independent investment bank in New York to sell a mid-sized family business? » | Experience with family sales, a clear stance on discretion |
| Private equity fund | « Buy-side advisers specialized in healthcare in Manhattan? » | Named partners, verifiable track record |
| CFO | « What does an M&A boutique charge for a 50M USD deal? » | Public explanation of fee structures |
| Family office | « New York M&A boutique with cross-border Europe experience? » | Announced international deals, languages |
| Corporate attorney | « Recognized sell-side boutiques in financial services in New York? » | Financial press mentions, real public league tables |
| Consumer brand founder | « Who advises on consumer brand sales in New York? » | Dedicated sector page, partner publications |
What separates the boutiques that get named
An AI assistant only knows your boutique through what is published and can be cross-checked. A very active but quiet boutique can be invisible online, or worse, described with errors.
| Element | What helps | What hurts |
|---|---|---|
| Tombstones | Publicly announced deals, dated, with your exact role | Logos with no context or deals that cannot be announced |
| Partners | Detailed bios, prior career, sectors | A team page with names and photos only |
| Sectors | One page per sector, using industry vocabulary | « We cover all sectors » |
| Third-party sources | Financial press, client announcements, speaking slots | No mentions outside the website |
| Consistency | Same information on the site, directories, profiles | Old address, departed partners still listed |
| Freshness | Market commentary dated within 6 months | Latest news from 2023 |
Regulation shapes all of this. Many US M&A advisers operate through a FINRA-registered broker-dealer, whose communications with the public fall under its rules, including Rule 2210; others rely on exemptions depending on their activity. Your visibility can therefore only rest on accurate information approved by your compliance function. On the website side, ADA Title III web accessibility lawsuits are frequent in New York, and WCAG 2.1 or 2.2 AA is the sensible target. This is not legal advice.
What this work covers and what it costs
In broad terms: make your boutique readable and verifiable, align public information, enrich the pages describing your sectors, partners and public deals, encourage legitimate third-party mentions, then record what AI assistants say. There is no reference rate card yet.
| Service | 2026 ballpark (USD) | Who offers it |
|---|---|---|
| Initial diagnostic of AI answers | 3,000 to 10,000 USD | SEO agencies and financial communications firms |
| Monthly monitoring with dated records | 3,000 to 9,000 USD per month | Specialized agencies, often alongside SEO |
| Rewrite of sector and partner pages | 5,000 to 15,000 USD | Finance specialist writers |
| Financial press relations | 8,000 to 20,000 USD per month | Financial communications agencies |
| Compliance review of content | Internal time or outside counsel | Your compliance function |
These amounts reflect typical quotes and public rate pages, with no survey value. No provider can promise that an AI assistant will recommend you.
How to judge progress
Credible measurement comes down to a dated, repeated record: 30 to 50 fixed questions, asked every month. You track the share of answers naming your boutique, the accuracy of the facts reported (sectors, partners, deals, sell side or buy side) and the competitors named in your place. A factual error repeated by an AI assistant, such as a departed partner presented as active, is a reputation risk as much as a visibility gap.
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Mini case study
Illustrative example: Hudson Ridge Advisors, a five-partner boutique in Midtown focused on business services, records 40 questions in March. It is named in 4 answers out of 40, or 10%, and one answer credits it with a partner who left in 2024. After a 6,000 USD diagnostic and six months of monitoring at 4,500 USD a month, 33,000 USD in total, the September record names it in 12 answers out of 40, or 30%, with no errors. If a single extra sell-side mandate with a 1.2M USD success fee follows, the spend is covered more than 36 times. Illustrative figures, with no promise of results.
FAQ
Do executives really use AI assistants to choose an M&A boutique?
Increasingly, to build a first shortlist of 3 to 5 names, especially first-time sellers. The final decision still goes through meetings and referrals.
What does this kind of work cost in New York?
A diagnostic runs between 3,000 and 10,000 USD, and monitoring between 3,000 and 9,000 USD a month, 2026 ballpark. Financial press relations, if added, are billed separately.
Can we publish more deals to be more visible?
Only transactions that were publicly announced and whose publication is authorized. A single unauthorized disclosure can cost a mandate and a client relationship.
How do we know if an AI assistant says false things about our boutique?
By recording each month the answers to 30 to 50 fixed questions and logging every error. Corrections go through public information: website, directories, profiles and third-party sources.
Does Kolonell publish a price for this work?
No, it is on quote, after a conversation about your sectors, public deals and compliance constraints. The proposal sets out the questions tracked and how often answers are recorded.
Find out how AI assistants describe your firm. We record what AI assistants like ChatGPT say today about your boutique and your competitors in New York, then price monitoring that fits. 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.
