The verdict in three sentences
For a commodity trading house in San Francisco, the point is not to sell a product but to be described accurately when a bank, a counterparty, an NGO or a recruit asks AI assistants like ChatGPT who you are and how you handle compliance. Assistants rely on what is published and confirmed elsewhere: a trading house without clear pages on governance, sanctions, responsible sourcing and offices lets the answers be built from old sources or third parties. The market prices this work at roughly $3,000 to $12,000 a month as a 2026 ballpark, and the only honest result is a dated record of what the answers say.
Who asks AI assistants, and about what
The Bay Area hosts traders specializing in agricultural products exported to Asia, metals for the technology industry and energy transition credits. Their counterparts are not looking for a price: they are checking a reputation.
| Audience | Typical question to an AI assistant | Page that should answer it |
|---|---|---|
| Trade finance bank | What is this trading company's governance structure? | governance, ownership, risk committee |
| Asian counterparty | Is this San Francisco trader reliable for copper contracts? | activities, offices, public history |
| Supplier compliance officer | What sanctions and KYC policy does it apply? | compliance, sanctions, know your counterparty |
| NGO | How does this trader check the origin of its agricultural products? | responsible sourcing, published ESG report |
| Business journalist | Which commodity traders are based in San Francisco? | factual company overview, offices |
| Trader candidate | What is the culture and which roles at this Bay Area trader? | careers, graduate program |
| Investor or partner | Does this group publish a sustainability report? | dated, downloadable reports |
These questions are representative examples. They are about credibility, and the answer depends on what you have actually published.
What makes a trading house appear in the answers
The sector is discreet by culture, and that discretion shows in AI answers. The factors that matter:
- consistency: same legal name, same offices, same activities on the site, public registers, professional profiles and press;
- third-party mentions: trade press, industry associations, conferences, partner announcements;
- factual pages: one page per activity and per policy (sanctions, anti-bribery, sourcing), written without slogans;
- structured data describing the organization, its offices and its executives;
- freshness: dated ESG reports and policies, updated when they change;
- accuracy: no volume or counterparty data that you have not published yourself.
Compliance policies shown on the site must reflect what you actually apply, for example regarding OFAC sanctions programs, and pages collecting data from California applicants fall under the CCPA as amended by the CPRA. This is not legal advice: have your legal team approve any compliance copy.
What the work covers and what it costs on the market
In broad terms: a review of what assistants say today, clearer governance and compliance pages, consistent public information, signed expert content and regular tracking. The market is emerging and price gaps are wide.
| Service | 2026 ballpark (USD) | For whom |
|---|---|---|
| Diagnostic of current answers | 4,000 to 12,000 | any trading house |
| Monthly program, single-office trader | 3,000 to 6,000 per month | 1 to 2 activities |
| Monthly program, multi-office group | 6,000 to 12,000 per month | several regions and languages |
| Specialist commodities media relations | 5,000 to 15,000 per month | third-party mentions |
| Compliance page copywriting | 1,000 to 2,500 per page | market assumption |
| Answer tracking tool | 150 to 600 per month | depends on question volume |
Indicative ranges based on typical quotes from US agencies and financial communications firms. At Kolonell the engagement is priced on quote, after a diagnostic. No serious provider can promise that an assistant will cite you.
Measuring: the dated record
Need a professional website?
Kolonell builds websites that attract clients, optimized for the Sénégalese market. Free quote in 2 minutes.
Set a list of 30 to 50 questions per audience, asked every month under the same conditions. Record the share of answers that mention the company, the accuracy of the facts (offices, activities, policies) and the sources cited. A wrong answer about your sanctions policy weighs more than an absence: it is the first indicator to watch.
Mini case study
Illustrative example: Embarcadero Commodities, 60 people, trades metals and agricultural products from San Francisco and Singapore. The first record of 40 questions shows a mention in 6 answers, or 15%, of which 2 cite an office closed in 2022. Budget considered: a $7,000 diagnostic, then six months at $4,500, so 7,000 + 27,000 = $34,000, excluding compliance page copywriting (market assumption). Priority set by management: fix the 2 factual errors before aiming for a higher share of answers.
FAQ
Does a trading house gain from being visible in AI assistants?
Yes, because banks, counterparties and recruits look you up there before a first exchange. If 2 answers out of 10 contain an error about your offices or compliance, that is a reputational risk.
Do we have to publish volumes or counterparties?
No, nothing requires it. An assistant describes a company better when it publishes its governance, policies and offices, with no commercial figures at all.
How long before the answers change?
Allow 3 to 6 months in general after pages and third-party mentions are updated. The monthly record shows the trend question by question.
Does the ESG report matter?
A published, dated and accessible report is often picked up as a source. A 2021 report never updated can instead feed outdated answers.
Can we be sure ChatGPT will cite us?
No. The work improves the accuracy and consistency of information, then measures the share of answers that mention you across 30 to 50 questions.
Find out how AI assistants describe your firm. We record what AI assistants like ChatGPT say about your governance, compliance and offices, then price what is worth fixing. 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.
