Wholesale Application Form: Vet New Retail Accounts With AI

A wholesale application form should ask for the legal and trading name, business type and registration number, premises and website, a decision-maker's contact, a resale certificate or other business proof, two trade references, expected first order and the credit terms requested. Vet each answer against a public source, score the file, then approve it yourself.

AI is useful in the middle of that sequence, not at either end. It reads the answers, flags what is missing and fills in a scoring sheet in seconds. You still choose the questions and make the decision, because granting trade terms puts your own cash and brand at risk. A slow reply costs you an applicant; a careless approval can cost a whole unpaid first order.

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The fields the form needs, and how to check each one

Every field should earn its place by answering a question you will act on. Here is the core set, grouped by what it settles, with the quickest way to verify the answer.

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Ten fields fit on one screen, and that matters. Every extra field loses some good applicants, and most small retailers fill in a form on their phone between customers. If a question does not feed a decision on your checklist, delete it.

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Questions that only add friction

Forms grow by accretion, each new field added after one bad account. Review yours against this list of questions that rarely change a decision:

• Years in business: a new retailer can be excellent, and a 20-year-old one can be insolvent. Ask for evidence of current trading instead.
• Annual turnover: small owners often do not know it to the dollar and guess. Expected yearly spend with you is more useful.
• Bank details: you do not need them until you set up payment, and collecting them early adds a data risk with no gain.
• Personal documents: avoid personal identity documents unless a law requires them. A sole trader's business details are enough to start.
• Long product-fit essays: one line asking which of your products they plan to stock tells you enough.

Collect only what you will use, and say on the form what it is for and how long you keep it. If you have customers in the EU, the GDPR applies to the personal details of sole traders and contacts, so keep a short privacy line on the form and delete rejected applications after a set period.

Proof that a real retailer sits behind the form

The commonest wholesale problem is not credit, it is the wrong sort of buyer: someone who wants trade prices to resell on a marketplace at a discount, or a private person pretending to be a shop. Look for evidence in tiers, and decide how many you require.

1. Tier 1, identity: the name matches a register or an established online presence.
2. Tier 2, trading: a live site or shop listing with real products, recent posts and a way for customers to buy.
3. Tier 3, premises: an address that can be seen, or a market pitch or pop-up with dates.
4. Tier 4, tax paperwork: a resale or tax-exemption certificate, if your accountant says you need one on file.
5. Tier 5, references: two suppliers who confirm they supply the applicant on terms.

Require tiers 1 and 2 for every account, plus either 3 or 4, and use tier 5 when you extend credit. Write the rule down so that a busy week does not lower the bar. On the tax certificate, rules differ by place and by what you sell, so ask your accountant what you must hold, and do not decide that from a form guide.

Credit terms: a ladder instead of a yes or a no

The form should ask what terms the applicant wants, and your rule should decide what they get. A ladder is fairer and safer than a binary answer, because every account starts on terms you can live with and earns better ones.

Say a homeware maker's minimum order is $300 and its typical wholesale order is $900. A new account that wants 30-day terms on the first $900 order is asking you to fund a stranger for a month at a margin of perhaps 50%, so you could lose $900 of goods that cost you $450 to make. Moving that account to prepay on the first order costs you a few hours of goodwill; an unpaid $900 invoice costs more than that and the time to chase it. The trade credit screening tutorial covers credit reports and limits in more depth.

A scoring sheet the AI completes

Scoring turns a file into a number you can compare. Keep it short enough to apply the same way each time. Six criteria, each scored 0, 1 or 2, gives a score out of 12.

Set the actions in advance. A score of 10 to 12 can start at the established stage of the ladder once both references confirm. A score of 7 to 9 starts prepaid. A score of 4 to 6 triggers a request for more evidence. A score of 3 or below gets a polite decline. Because you approve every file, these are suggestions, and you may overrule one when you know something the form does not.

The prompt

You are helping me vet a wholesale applicant. Score the application below against my six criteria (identity, trading evidence, premises, references, fit with my brand, order potential), 0 to 2 each, using the rubric I give. For each criterion, quote the answer you used, say what you could not verify, and give the score. Then total the score and list the three things I should check myself. Do not look anything up or assume facts that are not in the form. If an answer is blank, score it 0 and say so.

Give the assistant the form answers and the rubric, but not any uploaded certificates or personal documents unless the tool is approved for them. The point is to read what the applicant wrote and to flag gaps.

A sample result and what to fix

For an independent gift shop that applied with a live website of about 140 products, a shop address, no certificate uploaded, one trade reference, an estimated first order of $900 and a request for 30-day terms, the assistant might return (illustrative):

Identity 1 (trading name given, no registration number). Trading evidence 2 (site described with 140 products). Premises 1 (address given, not verified). References 1 (one named, unconfirmed). Fit 2 (stocks similar homeware brands). Potential 2 ($900 against a $300 minimum). Total 9 of 12. Check yourself: register search for the name, the shop's listing or street view, and the reference. Terms: prepay first order.

Two things to fix. The assistant scored trading evidence 2 from the form's description, but it did not visit the site, so that score is unproven until you click through. And it says "no certificate uploaded" without checking whether you need one, which is a question for your accountant, not the assistant. The score is a good starting point; your own five minutes of checking finishes it.

Three applicants, three different decisions

Scores help, but the decisions come from reading the file. Here are three illustrative applicants and how the process treats each.

A boutique with a live shop and site. The score is 11. The owner replies to the verification email within a day, and both references confirm. Approve on the established stage with a limit equal to the largest order so far, which is the first one, and move up after three on-time payments.

A weekend market trader. The score is 7, mostly from a missing registration and a social account as the only site. The trader is real and sells in person. Approve on prepay, ask for a photo of the stall with the brand name on a sign, and invite a reorder at the next round of terms.

A reseller with a social page only. The score is 4: the name cannot be matched, no shop, no references. Ask for a website, a premises address or a marketplace storefront. If the answer is a marketplace listing under a different name, the application may be for arbitrage rather than retail. Decline politely, and say that you are happy to reconsider with more evidence.

Writing the three replies

The reply is where the process meets the person, and good retailers judge you by it. Draft each reply with the assistant from the file summary, then edit it so it sounds like you. Here are the three shapes, as short as they should be.

Approved: "Hi [first name], thanks for applying. Your account is set up. Your first order ships on prepayment, and after three on-time orders we will move you to 14-day terms. Our trade price list and minimum order are attached. [your name]"

More information needed: "Hi [first name], thanks for applying. To finish setting up your account we need two things: a link to your shop's website or a photo of your premises, and one trade reference we can contact. Reply with those and we will confirm within two working days. [your name]"

Declined: "Hi [first name], thank you for your interest. We are not able to open a trade account on this application, as we could not match the details to a trading retailer. If that changes, you are welcome to apply again with a website or premises details. [your name]"

Never write the reason as a judgement of the person. State the missing evidence and leave the door open. Treat all applicants the same way, and do not let the assistant weigh anything about a person's background in the score. The fair screening tutorial for property managers covers consistent criteria and records in another setting, and the principles carry over.

Checking a trade reference in five minutes

References are the most skipped step and often the most informative. Keep the questions few and the same every time, so the answers compare. Send an email, or call if the reply is slow. A script that works:

1. "Do you currently supply [applicant's trading name]?" A no ends the check.
2. "For how long, and about how much a year?"
3. "What terms do they have with you, and do they pay by the due date?"
4. "Have you ever had to chase or reduce their limit?"
5. "Would you supply them again on the same terms?"

Record each answer in the file with the date and the name of the person. Treat a reference who will not answer as no reference, and a reference with a polite hedge such as "they pay in the end" as a warning. Give the assistant the written answers and ask for a one-line summary; never ask it to guess what a silent reference meant.

An account that passed because nobody looked

An illustration of the commonest failure. A brand set up an automatic approval for any application that included a website address and a business name. A seller with a real-looking site applied, was approved at once and placed a $1,400 first order on 30-day terms. The site turned out to be a template with no products, and the goods turned up on a marketplace at 20% below the brand's retail price within a fortnight. The invoice went unpaid.

The fix was cheap. Visiting the site before approval would have shown an empty shop in two minutes. The process was changed so that every file needs a human click on the website and a score of at least 7 before a trade price list is sent, and every first order is prepaid. Speed is a feature, but it is the last thing to optimise.

Keeping retail prices and channels clean

Vetting is also your chance to say how you expect your goods to be sold. Add a short paragraph to the form, which the applicant ticks: they will sell to the public through the channels they listed, they will not list the goods on marketplaces without written agreement, and they will keep to your minimum advertised price if you have one. Check your own terms with a qualified adviser, since rules on price agreements differ by place and product.

Ask which channels they use, and score "fit" with those in mind. A retailer with a shop and a small site is a different partner to one with a marketplace storefront that sells in dozens of categories. Neither is wrong, but you should choose knowingly, and the form is the cheapest place to find out. The tutorial on wholesale marketplaces compares two platforms that sit between brands and retailers, which is worth reading before you decide how much vetting to do yourself.

Measuring whether the form and the sheet work

Four numbers tell you after a quarter. Review time per file, aiming for 15 minutes or less. The share of applications approved, which should not be near 100% or near zero. The share of approved accounts that reorder within 90 days, which shows whether you chose retailers who sell. And late payments or write-offs by score band, which tells you whether the scores predict anything.

A quick sum for the time side: at 30 applications a month and 25 minutes a file, review takes 12.5 hours. With a form that collects the right fields and a scoring sheet filled in by the assistant, 10 to 15 minutes a file takes it to between 5 and 7.5 hours, a saving of 5 to 7.5 hours a month. At $30 an hour that is roughly $150 to $225, and the real gain is a consistent standard that does not depend on who is on duty.

If a band that scored high pays late, or a band that scored low turns into your best account, change the rubric. It is a working document. Keep the old versions so that you can show you applied the same rule to everyone within a period.

Keeping the files tidy and private

An application holds names, contact details, addresses and sometimes certificates. Store each file in one folder per applicant, with the form, the score, your notes and the decision. Limit access to the people who approve accounts, and delete declined files after the period you stated on the form. If you use an AI tool, choose a plan where your data is excluded from training, and keep identity documents out of it altogether.

When the account is approved, move its details into the system you invoice from and add a review date for the credit ladder. For a wider look at where AI fits a wholesale business, see the wholesale pricing tools tutorial, and if you would like the whole onboarding built around your own risk and margins, my AI implementation consultation covers that, via the contact page.

Questions about vetting wholesale applicants

Do I have to ask for a resale certificate?

Only if tax rules where you trade make it relevant, which depends on your product, your customer and your sales-tax setup. Ask your accountant whether you need one on file to sell without charging tax. If you do not, a business registration number, a trading website or a photo of the shop front can serve as proof of a genuine retailer.

Can AI approve or decline an account on its own?

It should not. Let it read the answers, check them against your rubric and write a one-page summary with a score and the gaps. A person then approves, asks for more or declines. Decisions that deny someone trade terms should have a named human behind them and a recorded reason.

What credit limit should a new account get?

A common starting point is a limit near the size of the first order, with the first order paid up front or on a short term, rising after two or three on-time payments. Your margin, your cash position and the applicant's evidence decide the exact figure, so set a written rule and keep to it.

How long should an application take to review?

With a form that collects the right fields and a scoring sheet, 10 to 15 minutes a file is realistic, and most of that is checking the live website and the references. Aim to reply within two working days so good retailers do not drift to a supplier who answered faster.

Further reads

• Can AI Read Emailed Orders Into a Wholesaler's System? — Handle the orders your approved accounts email in.
• AI for Coffee Roasters: Batch Logs, Wholesale Orders, Labels — A producer's view of running wholesale accounts.
• AI Order Entry for Distributors: Buy Software or Build Your Own? — Decide how to enter wholesale orders at volume.
• Builders Merchant Software: Trade Accounts, Quotes and Where AI Fits — See how trade accounts are run in a merchant business.
• How to Use AI in a Bakery Business: Wholesale and Standing Orders — Standing orders for repeat wholesale customers.
• Backorder Notification Email: A Template AI Fills From Stock Data — Keep approved accounts informed when stock is short.
• Line Sheet Template: Turn a Product Export Into a Wholesale PDF With AI — Export your products, let AI add wholesale prices, MOQs and case packs in a sheet, then check the maths and produce a PDF buyers trust.
• Best Dropbox Plan for a Small Business: Storage, Dash and Sign Compared — A five-person Dropbox plan choice that counts storage, Dash search and signature senders instead of guessing from tiers.
• AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.

Sources: the author's own method; scores, limits and applicant examples are illustrative. Tax-certificate and credit-reporting rules vary, so confirm with an accountant.