The verdict in three sentences
Buyers of boutique strategy consulting in Washington DC, from association CEOs to private equity operating partners and government contractors, increasingly start with a question to AI assistants like ChatGPT before asking their network. Whether your firm is named depends on how consistent, factual and widely corroborated your public information is, much more than on the size of your marketing budget. The work is new, typically priced at $3,000 to $15,000 for an assessment and $2,500 to $10,000 a month for ongoing work in 2026, and it can only be measured by a dated record of what the assistants actually say.
What are DC buyers asking AI assistants?
The questions are rarely "best consulting firm." They are precise, contextual and often include a constraint the buyer would not type into Google. Here are realistic examples for the Washington market.
| Question asked to an AI assistant | Who typically asks | What the answer needs to find about you |
|---|---|---|
| Which boutique strategy firms in DC help trade associations rethink their membership model? | Association CEO or board chair | A clear page on association strategy, with the type of engagements described |
| Who advises mid-market government contractors on growth strategy before an acquisition? | PE operating partner | Sector depth in govcon, partner backgrounds, anonymised examples |
| Small consulting firms in Washington with former federal agency leaders | Corporate development lead | Factual partner bios with prior roles, consistent across sources |
| Strategy consultancy for a nonprofit merger in the DC area | Nonprofit executive director | A page on mergers and combinations for mission-driven organisations |
| Alternatives to large consulting firms for a 3-month strategy review in DC | CFO of a regional company | Engagement format, typical duration, team size |
| What is [firm name] known for, and who are its partners? | Any buyer doing diligence | Accurate, current description repeated on your site and third-party profiles |
| Consultants who understand federal health policy for a healthtech go-to-market | Healthtech founder | Thought leadership on that topic, cited elsewhere |
The last-but-one row matters most. An assistant that describes your firm with an outdated focus or a partner who left two years ago can hurt more than silence.
Why do some firms appear in answers and others not?
AI assistants assemble answers from what is publicly and consistently said about a firm. Boutiques with strong reputations offline are often invisible because their expertise lives in partners' heads and private decks.
| Factor | What helps a firm be described | Typical gap for a DC boutique |
|---|---|---|
| Consistent public facts | Same name, focus, location and partners everywhere | Old directory profiles, inconsistent descriptions |
| Third-party mentions | Interviews, conference programmes, association publications | Partners speak often, but nothing is published online |
| Clear factual pages | One page per practice, sector and engagement type | A single "what we do" page with abstract wording |
| Structured data | Organisation and person markup consistent with content | Absent or generic |
| Thought leadership | Dated articles with a clear point of view | Last insight published years ago |
| Freshness | Pages updated as the team and focus evolve | Departed partners still listed |
| Reviews where appropriate | Professional profiles and endorsements that are allowed and real | Rarely relevant for strategy firms, handle with care |
Case studies deserve a specific word: they must be real and anonymised as clients expect, never composites presented as actual engagements.
What the work covers and what it costs on the market
In broad terms, the work combines an assessment of how assistants currently describe you, a clean-up of inconsistent public information, clearer factual pages, a plan for credible third-party mentions, and a recurring record of answers. It overlaps with SEO and PR but is judged differently.
The figures below are a 2026 ballpark from typical agency quotes and public rate pages; the market is emerging and prices vary widely.
| Type of engagement | Typical 2026 range (USD) | What is usually delivered |
|---|---|---|
| One-off AI visibility assessment | $3,000 to $15,000 | Answers to 20 to 50 questions recorded, gaps listed |
| Ongoing work, small boutique | $2,500 to $5,000 a month | Content fixes, profile clean-up, monthly answer log |
| Ongoing work with PR and content production | $6,000 to $10,000+ a month | Placements, articles, structured data, reporting |
| Combined SEO and AI visibility retainer | $5,000 to $12,000 a month | Search and assistant visibility tracked together |
| Kolonell | On quote | Scope set after a diagnostic |
Kolonell does not publish a price for this work: it depends on how many questions, practices and partners are in scope.
How results are measured
Need a professional website?
Kolonell builds websites that attract clients, optimized for the Sénégalese market. Free quote in 2 minutes.
Rankings do not exist in an AI answer, so measurement relies on a dated record: the same set of questions asked at regular intervals, answers stored, then compared. Three indicators matter: the share of answers that mention the firm, the accuracy of what is said (practices, partners, location), and the context in which you appear (named as a specialist or listed among many). Inbound enquiries that mention an AI assistant as a source are a useful qualitative signal. Nobody can promise that an assistant will recommend your firm, and providers who do should be avoided.
Compliance still applies to everything published. If you serve federal agencies, claims about past contract performance or the use of agency names and seals may be restricted; email outreach must follow CAN-SPAM; and accessibility suits under ADA Title III are frequent, so a WCAG 2.1 or 2.2 AA target is sensible for the site that feeds these answers. This is not legal advice.
Mini case study
Illustrative example, fictional firm: Foggy Bottom Strategy Partners, five partners serving trade associations and govcon companies. A recorded set of 30 questions shows the firm named in 3 answers, or 10%, with one answer citing a partner who left in 2024. The partners budget an assessment at $8,000 plus six months of ongoing work at $4,000, total $32,000. The partners set a working objective: the same 30 questions, asked again six months later, naming the firm in 9 answers (30%) with no mention of the former partner. One new association engagement at a typical $90,000 fee would cover the spend almost three times. The figures are hypothetical and the outcome is not guaranteed; the method of comparison is what matters.
FAQ
Is AI visibility different from SEO for a consultancy?
Partly. SEO aims at positions on Google, while AI visibility looks at whether and how assistants describe you; both rely on clear pages and credible mentions, and many firms budget $5,000 to $12,000 a month to cover both.
How quickly can a boutique appear in AI answers?
Corrections to inaccurate descriptions can show within 1 to 3 months, while being named for competitive questions often takes 6 months or more. No timeline is guaranteed.
Do we need to publish case studies?
Anonymised, real case studies help assistants understand what you do. Two or three well-described engagement types per practice are usually more useful than a long list.
How many questions should we track?
Most boutiques start with 20 to 40 questions covering their practices, sectors and name. Recording them monthly keeps the comparison reliable.
What does Kolonell charge?
Kolonell works on quote after a diagnostic of your current answers. You receive a reply within 48 hours of your diagnostic quote request.
Find out how AI assistants describe your firm. We record what AI assistants like ChatGPT answer today to the questions your DC buyers ask, and show where your public information falls short. 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.
