AI for Exporters: Six Jobs From Finding Buyers to Paperwork

A small exporter can hand six jobs to AI: researching buyers, replying to enquiries, building a priced quote with the right trade term, suggesting product classification codes, drafting shipping documents, and chasing payment and paperwork. AI drafts each; a person verifies every figure, code and name before anything leaves the building.

The reason to hand these over is time, not cleverness. Each job is mostly reading, rearranging and writing, which assistants do quickly, and each leaves a clear trail you can check: a company's own website, a tariff table, a line on an invoice. The order below follows a deal from first contact to final payment. For each job there is a tool, a prompt to adapt and the check that catches the usual error.

Follow me on Instagram@sagnikteaches

Throughout, I'll use an illustrative exporter: a small maker of stainless steel cookware shipping pallets of boxed sets to wholesale buyers abroad. Swap in your own product; the logic is the same.

Connect on LinkedInSagnik Bhattacharya

The six jobs on one page

Plans and prices for the assistants named: ChatGPT Plus costs $20 a month and Claude Pro $20 on monthly billing ($17 a month billed annually); Perplexity's pricing page lists Pro at $17 a month billed annually; and business plans such as ChatGPT Business start at $20 a seat billed annually ($25 monthly), from two seats. A free tier is enough to test every prompt here before you pay.

Subscribe on YouTube@sagnikteaches

Job 1: build a shortlist of buyers worth emailing

An assistant with web search can turn "who might buy this?" into a table of named companies faster than an afternoon of browsing. It works best when you describe the buyer by type and need, not by hope: independent kitchenware retailers, hospitality suppliers, department stores' private-label buyers.

I make stainless steel cookware sets (4 to 12 pieces) and want
wholesale buyers in [target market]. Find 15 companies that sell
cookware to retailers or restaurants and could stock a mid-price
set. For each: company name, website, what they sell, whether they
list a wholesale or trade-buyer page, and one reason they fit.
Use only information on their own websites or in trade-fair
exhibitor lists. If you cannot find something, write "not found".
Do not guess contact details.

A usable illustrative result is a table of fifteen rows, of which perhaps ten survive your check. The failure is predictable: assistants occasionally list a company that has closed, merged or never sold the item, and confidently describe its range. The check takes two minutes a row: open the website, look for the product category, find the trade or wholesale page, and note the real contact route (a form or a named department).

• Delete any row whose website you cannot open.
• Delete any row where the category does not match.
• Never type in an email address the assistant produced. Use only the form or address the company itself publishes.

Rules on unsolicited business email differ between the markets you write to, so check them before a campaign, keep the first batch small and personal, and give every recipient a plain way to opt out.

Turning a shortlist row into a first email

Once a row survives the check, the assistant can draft the opening email from what the buyer's own site says. The test of a good draft is that it could not be sent to any other company. Here is an illustrative before and after.

Before (generic): Dear Sir or Madam, we are a leading manufacturer
of high quality cookware and would like to cooperate with your
esteemed company.

After (specific): Hello [first name], I saw that you stock induction-
ready pans in the trade section of your site but no boxed sets
under mid-price. We make 10-piece 18/10 stainless sets that suit
induction hobs. I can send a price sheet and arrange a sample set.
Would that be useful? [your name]

The prompt that gets the second version asks the assistant to quote one detail from the buyer's site, make one offer and ask one question, in under 70 words, with no claims about quality that you cannot support. Read each draft for any claim the business has not earned, such as "leading" or "award-winning", and cut it.

Job 2: answer buyer enquiries in the buyer's language of business

New buyers ask the same questions: price, minimum order, lead time, payment terms, certificates, samples. Save your answers once, and the assistant drafts replies that fit each message. The long-form walk-through, with set-up of a reply sheet, is in the tutorial on answering overseas buyer enquiries and drafting quotes; here is the shortest version.

Make a one-page "facts sheet" for the assistant: product codes, prices per unit at three quantity breaks, minimum order, standard lead time, payment terms, packing details, sample policy. Paste it at the top of the conversation or save it in a project, then give each new enquiry like this:

Using only the facts sheet above, draft a reply to this enquiry.
Quote prices exactly as shown. If the buyer asks for anything not
on the sheet (a custom size, a certificate we do not hold), say we
will confirm and add it to a list of open questions for me.
Keep it under 150 words. Sign off with "[your name]".

Enquiry: "Hi, we are interested in your 10-piece set. What is your
price for 1,000 units and how soon could you ship?"

The illustrative draft quotes your 1,000-unit break and the standard lead time, and puts a question for you on the list: "buyer did not say which trade term." That open-question habit is the point. A well-instructed assistant reports what it does not know instead of filling the gap.

The check: place the draft beside the facts sheet and tick the price, quantity, lead time and terms. A wrong price in writing may bind you, so this tick cannot be skipped.

An enquiry that needs a better answer than the sheet

Some enquiries are not routine. A buyer writes: "We need the set in matte black, 600 units, delivered by the end of next month, and can you do our own label?" The facts sheet has no matte black, no private label, and no answer on the date. A weak assistant improvises. A well-instructed one returns something like this (illustrative):

Draft reply: Thank you for the enquiry. We will confirm the matte
black finish, the minimum for private labelling and the earliest
shipping date and come back to you within two working days.

Open questions for you:
1. Do we offer matte black? If so, at what unit price?
2. Is 600 units above our private-label minimum?
3. What is the earliest ship date for 600 units?

That is the correct behaviour: a holding reply, plus a list of three decisions for the owner. The owner answers the three, and the assistant writes the full quote. Without the instruction to list open questions, the draft would promise things the factory has not agreed.

Job 3: price the quote with the right trade term

A quote for an overseas buyer needs more than a unit price. It needs a trade term that says who pays for freight, insurance and export clearance, and where risk passes. The ICC's Incoterms 2020 are the current set of eleven three-letter terms (its page mentions no successor). Examples: EXW (ex works), FCA (free carrier), FOB (free on board) and CIF (cost, insurance and freight). EXW and FCA work for any mode of transport, while FOB and CIF are sea and inland waterway terms tied to a named port, which matters if your goods travel by air or by road.

Use a spreadsheet for the sum and the assistant for the explanation and the cover note. A worked illustration for 2,000 units, with the cartons holding 20 sets each:

• Ex-works price: $8.40 a unit.
• Inland haulage to the port and export clearance, spread across the order: $0.35 a unit.
• FOB price: $8.40 + $0.35 = $8.75 a unit, so 2,000 x $8.75 = $17,500.
• Payment terms: 30 per cent deposit, which is $5,250, and $12,250 before release.

The assistant's job here is to explain the difference between FOB and what the buyer assumed, and to write the paragraph that names the term and its named port. A typical misunderstanding is a buyer who read "FOB" as "delivered to my door". Make the assistant restate who pays for each leg in one sentence per leg, then check that against the ICC's rules or your forwarder.

The FOB costing sheet tutorial builds the sheet itself, with every cost line and a margin check.

Job 4: shortlist product codes before you ask the expert

The Harmonized System is the international code list for goods. The first six digits are harmonised worldwide, and countries add further digits, so the full code on a document depends on the destination. The WCO's next edition, HS 2028, comes into force on 1 January 2028; until then the current edition applies.

An assistant can read your product description and propose candidate headings, with reasons. That cuts the time you spend wading through chapter notes, and it prepares you for a better conversation with your forwarder or broker.

Product: stainless steel cooking pot sets with glass lids,
sold boxed, 4 to 12 pieces. Material: 18/10 stainless steel,
lids tempered glass with steel rim. Use: household cooking.
Suggest up to three candidate HS headings at six digits. For each,
give the reasoning in one sentence, say what detail in my
description would change the choice (for example lid material or
whether the set includes non-cookware items), and tell me which
official source to confirm it against. Do not present any code as
certain.

The illustrative answer lists candidates with their reasoning and flags that sets containing items of different materials may be classified by what gives the set its essential character. That is a useful flag: the answer depends on what is in the box, which you know and the assistant cannot.

The check is non-negotiable. Look up the candidate in the destination's official tariff, read the heading text and notes, and compare the duty line. Ask your forwarder or a customs broker to confirm before the code is printed on a commercial invoice. A wrong code can hold a shipment or change the duty owed, and the legal responsibility sits with the exporter or importer, not the assistant.

Why the product description decides the code

Two exporters selling "cookware" can end up with different codes, because the code follows what the goods are made of, how they are used and how they are presented. A lid-only spare part, a single pot, a boxed set with a glass jug thrown in and a set that includes a knife each point somewhere different. Before you ask for candidates, write the description the way a customs officer would read it: material, function, what is in the box, and how it is packed for sale.

Keep the final description in a product sheet and reuse it word for word on the invoice, the packing list and any certificate. Consistent wording across documents is as important as the code itself, and an assistant can check that for you in seconds by comparing the three texts.

Job 5: draft the invoice and packing list from the order

These are the documents with the most repetition and the least thinking, which suits AI. Give the assistant your confirmed order sheet and ask for a commercial invoice and a packing list in the layout your forwarder expects. The tutorial on AI tools for shipping documents compares ways to do it, and the invoice and packing list cross-check gives the audit.

A filled-in example for the cookware order, using invented figures and placeholders for names:

Order sheet: Buyer [buyer name], [address]. Goods: 10-piece
stainless steel cookware set, code COOK-10. 2,000 units at $8.75
FOB [port]. 20 sets per carton, 100 cartons. Carton gross
weight 14 kg, net 12.5 kg, 0.06 cubic metres each.
Produce (1) a commercial invoice and (2) a packing list. Show
totals: units, cartons, gross weight, net weight, volume, value.
Flag anything missing that a customs office normally expects.

The correct totals are 100 cartons, 2,000 units, 1,400 kg gross (100 x 14), 1,250 kg net (100 x 12.5), 6 cubic metres (100 x 0.06) and $17,500 in value. The draft should show exactly these. Compare the figures, and then compare the descriptions with the order. A realistic fault: the assistant writes "stainless steel pots" on the invoice and "cookware sets" on the packing list, and the mismatch is what a customs officer or a bank queries.

The check is a three-way match: order, invoice, packing list. Same description, same quantities, same totals, same trade term and port. Mismatches are cheap to fix at your desk and expensive at the port.

Job 6: chase payment and keep the paperwork moving

The last job runs after the goods leave. It is a rhythm of short messages: confirming sailing details, sending copies of the documents the buyer needs to clear the goods, and reminding the buyer of the balance. Assistants write these well because the content is fixed and only the tone varies.

A three-step reminder ladder you can save as a reusable instruction:

1. Day before due date: a friendly note with the invoice number, amount and bank-details line from your template.
2. Three days after: a short, courteous reminder that restates the amount and the terms agreed.
3. Ten days after: a firmer message asking for a payment date and offering to resolve any query.

Write the step 2 reminder. Invoice INV-0412, balance $12,250,
due last Friday, terms: balance before release of original documents.
Courteous, brief, no threats. Ask for a payment date. Do not
mention any fees or penalties.

Leave the bank line to the template, never to the assistant. A single transposed digit in account details sends money to the wrong place, so those details are pasted by a person from the source and read twice. If the buyer pays through a documentary credit, the bank's examination of the documents is strict about matching words; the letter of credit checklist shows how to pre-check.

Keep a log of every message and every reply, even short ones. If a dispute arises, a dated trail does more for you than a perfect memory.

Which job pays back first: a quick sum

Estimate before you commit hours. Take an illustrative exporter who handles eight enquiries and two shipments a week.

The total is 250 minutes, a little over four hours a week. At an internal cost of $30 an hour that is about $125 a week, or $6,500 over a year, against $20 to $50 a month in subscriptions. The assumptions are the weak point: your own minutes will differ, so time your next five replies by hand before you believe any table, including this one. The ranking still holds in most small firms: enquiries and documents repay first because they happen most often.

A slip that shows up in the second shipment

The mistake I would expect most is a stale facts sheet. An exporter saves the facts sheet in the first month and then raises prices in the third; the assistant, loaded with the old sheet, drafts a quote at the old price, and nobody notices because the draft reads well. The buyer accepts, and the order is in writing.

The cure has three parts: put a revision label on the sheet that the assistant must repeat in each draft ("prices as per sheet 3"), re-upload it whenever a price changes, and add a ten-second tick to the review: does the quoted price match today's sheet?

The same logic applies to every saved instruction. Anything frozen into the system needs an owner and a moment when someone re-reads it.

What to keep for people, whatever the tool says

Several parts of exporting stay human, and a good assistant makes that clear. A customs declaration is a legal statement made in your name, and a banker or forwarder carries obligations you cannot hand to a chat window. Sanctions and restricted-party screening, export controls on certain goods, and import licences depend on rules that change; use official screening lists and your adviser instead of asking an assistant to recall them.

Two practical safeguards help. First, keep a short never-paste list: bank details, passwords, signed contracts and anything a buyer has marked confidential. Second, use a business plan once more than one person is involved, since business plans from the main providers do not train on your content by default.

Starting order and a first week

You do not need all six at once. A sensible week for a small team looks like this.

• Day 1: write the facts sheet (price breaks, minimums, lead time, terms).
• Days 2 and 3: use it for every incoming enquiry, and keep a count of corrections you make.
• Day 4: run the three-way match on the last real shipment, using the assistant, and see whether it finds anything your team missed.
• Day 5: try the buyer research prompt for one target market and verify the first five rows.

If the corrections count falls over the week, the job is ready to stay. If it does not, change the facts sheet or the prompt, not your standards. When you would rather map the whole enquiry-to-shipment chain with someone, that is the kind of work my AI implementation consultation covers; the contact page has the details.

Questions exporters ask before handing jobs to AI

Can AI tell me the right HS code for my product?

It can suggest candidates and explain the reasoning, which saves research time. It cannot give a ruling. The first six digits are harmonised internationally, and each importing country adds its own further digits, so confirm the full code against the destination's official tariff or with your forwarder or broker before you print it on a document.

Is it safe to paste a buyer's details into a chat assistant?

Use a business plan or strip identifying details first. Business plans from the main providers do not train on your content by default, whereas consumer plans may need a setting switched off. Keep bank details, personal data and signed contracts out of free personal accounts.

Will AI-written emails to new buyers get me blocked as spam?

Wording is not the main risk; sending volume and permission are. Rules on unsolicited business email differ between the markets you write to, so check them, keep batches small and personal, include a clear way to opt out, and never buy a list of addresses.

Which job should I hand over first?

Start with enquiry replies or the invoice and packing list cross-check. Both use information you already hold, produce output you can verify line by line, and cost you nothing if the draft is poor. Leave bank paperwork and customs declarations until you have a month of clean checks behind you.

Do I still need a freight forwarder?

Yes, in most cases. A forwarder knows booking, routing, the destination's import rules and what a carrier will accept. AI can prepare drafts of the documents they ask for and spot mismatches, which makes you a better client; it does not take the place of someone who carries the liability for the shipment.

Further reads

• Export Declaration: What AI Can Pre-Check Before You File — What AI can pre-check before you file a declaration.
• Export Certificate of Origin: What AI Prepares, What the Chamber Issues — Prepare the application and know what the chamber issues.
• Line Sheet Template: Turn a Product Export Into a Wholesale PDF With AI — Make a wholesale line sheet from your product export.
• AI for Freight Business Analytics: Margin by Lane From a Spreadsheet — See margin by lane if you also move freight.
• How to Keep Customer Data Private When Your Team Uses AI — Rules for what staff may paste into an assistant.
• AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.

Sources: ICC Incoterms rules page (current edition), WCO pages on the Harmonized System and the HS 2028 edition, ChatGPT and ChatGPT Business pricing pages, Claude pricing page, Perplexity pricing page.