Industrial distributors and wholesalers: licensing your records for AI
Short answer
Distributors hold years of orders, quotes, substitutions and supplier back-and-forth: the everyday reasoning of B2B commerce. A data-licensing firm says it paid an industrial distributor $1.2M, the largest of its published examples (their claim, unverified).
Why buyers want distribution records
A distributor's archive shows how B2B buying actually works: a customer asks for a part, a counter rep finds a substitute, a quote goes out, gets negotiated, turns into an order, ships late, gets credited. Multiply that by decades and thousands of SKUs, and it's rich material for AI that is meant to handle real commercial work.
Records buyers look for
- Quotes and order history, including lost quotes and substitutions.
- Pricing records: price lists, contract pricing, margin decisions.
- Purchasing and supplier records: POs, lead times, backorders, returns.
- Your own product data: descriptions, cross-references, technical specs you wrote.
- Customer service email and tickets, cleaned of personal data.
- ERP and inventory exports.
Published example
A data-licensing firm says it paid an industrial distributor $1.2M, the highest of the examples it published. That's their claim, not verified, and not an estimate for your firm.
What usually stays out
- Supplier-authored catalogs and manuals.
- Personal information about customers' staff and your employees.
- Contract terms a customer or supplier required you to keep confidential.
Typical fit
An owner-led distributor or wholesaler with roughly 20 or more staff at peak and several years of records in an ERP, accounting system and email.
Quick questions
Can I license supplier catalogs?
Usually not, because the supplier wrote them. Your own product data, cross-references and pricing history are a different matter.
Is our ERP data useful?
Often very. Exports of orders, quotes, customers (with personal details removed) and inventory history are exactly the structured records buyers look for.
Do customer names have to come out?
Personal information does. Business customer names are often masked as well, depending on your contracts and the buyer's process.
Want an honest read on your own records?
Describe what you have in a few lines. I'll tell you whether buyers look for it. No files needed.
Ask for a free fit check You pay nothing · I never touch your files · Nothing happens without your written OK