What Is Aggregated Data? How It Lets Businesses License Patterns, Not People
By Andrew Smart, founder of MON$TER · About
Aggregated data is data that has been combined into totals, averages, counts or trends, so no single record stands on its own. Instead of 10,000 individual orders, you share "orders per week by region" or "average delivery time by route type."
A simple example
Raw: one row per service job, with the customer, address and price. Aggregated: jobs per month by service type and region, average job length and repeat rate. The second version shows the pattern without showing any customer.
Aggregated vs. anonymized
- Anonymized data keeps individual records but strips anything that identifies a person. See anonymization vs. pseudonymization.
- Aggregated data rolls records up into groups, so individual rows disappear.
- Many deals use both: anonymized records where buyers need detail, aggregated summaries where they only need trends.
Why it matters when licensing
- Lower privacy risk. Groups are harder to trace back to a person, especially when very small groups are left out or merged.
- Fits many privacy promises. Some privacy policies treat aggregated or de-identified data differently from personal information. See does our privacy policy allow data licensing?
- Still valuable. Forecasting and planning tools often need trends across years more than individual rows.
The trade-off
Aggregating too much can remove the detail some buyers pay for. The right mix depends on what you hold and what buyers want, which is part of a valuation. This is general information, not legal advice; your attorney should confirm what your agreements allow.
Next step
Published MON$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. Get a free valuation at /estimate/ or start at Business Data.