Is My Business Too Small to License Its Data to AI Companies?
By Andrew Smart, founder of MON$TER · About
It's a fair question, and the honest answer is: sometimes, yes. AI buyers pay for volume, history and consistency. A very small business often doesn't have enough records yet. But size isn't only headcount.
What usually matters most
- Team size. As a published guideline on our industry pages, the companies that qualify most often have 20+ employees and run their work in software every day. More staff usually means more jobs, orders, tickets or transactions on record.
- Years of history. Several years of records show trends and seasonality. One year rarely does.
- Software, not paper. Data has to live in systems that export: a CRM, ERP, ticketing, dispatch or accounting tool. See what a data inventory is.
- Consistency. Records captured the same way over time are worth more than scattered notes.
- Clear rights. You need to be able to use the data this way under your contracts and policies.
Signs you may qualify
- Your team logs every job, order or ticket in software
- You can pull reports going back several years
- Your industry produces records that are hard to find elsewhere, like logistics or supply chain data
If you're not there yet
Keep capturing clean records in software. Value grows with every year of history. You can also check how much company data is worth to see what drives price.
Find out for free
Published MON$TER ranges: an exclusive one-time sale typically lands at $50K-$1M, and a non-exclusive recurring license typically runs $300K-$3M per year. No amount is guaranteed and not every company qualifies. A free valuation tells you where you stand: start at /estimate/ or Business Data. Know a bigger company that fits? The Amba$$ador program rewards referrals that close a deal.