Point-of-Sale Software Data for AI Training: What POS Companies Can License
By Andrew Smart, founder of MON$TER · About
If your company builds point-of-sale (POS) or checkout software, your platform records something AI developers and market researchers want badly: what actually sells, when, where and how it gets paid for. Years of that history across many merchants is valuable business data.
Why buyers want POS data
Forecasting, pricing and inventory tools need to learn from real sales patterns: weekday versus weekend, seasonal peaks, how a promotion moves a category, how payment habits shift. Real, anonymized transaction history shows that. Made-up examples do not. See synthetic data vs. real business data.
What can often be licensed
- Sales by category and item type, by hour, day and season
- Order size and mix: what tends to sell together
- Payment method mix at a summary level: card, cash, mobile
- Refund, void and discount patterns
- Merchant type, size band and region, never the merchant's name
- Several years of history, recorded the same way over time
What stays out
- Card numbers and any other cardholder details
- Shopper names, emails, phone numbers and loyalty profiles. See what counts as PII.
- Merchant names and staff identities
- Anything your merchant agreements, payment partner contracts or privacy policy don't allow. See does our privacy policy allow data licensing?
Much of the value survives as aggregated data: patterns across many merchants, with no single shop or shopper visible. This is general information, not legal advice; have your attorney review your agreements first.
Related reading
See fintech and payments data, subscription billing data and how supply chain and inventory data compares.
What it can be worth
Published MON$TER ranges: an exclusive one-time sale typically lands at $50K-$1M, and a non-exclusive recurring license typically runs $300K-$3M per year. Because sales data is created every day, it often suits a recurring license. No amount is guaranteed and not every company qualifies. Buyers see a description first, never your raw data. Get a free valuation at /estimate/ or start at Business Data. Know a POS or payments software company with years of history? The Amba$$ador program rewards referrals that close a deal.