What is data provenance?
Data provenance means knowing where data came from, who consented to its use, and what rights attach to it. Licensed data has provenance; scraped data usually does not.
The definition
Provenance is the documented history of a dataset: where it originated, who owns it, what consent exists, and what uses are permitted.
Why buyers pay for it
- Legal exposure. Courts are actively weighing scraping claims; undocumented data is a liability (Reuters legal coverage).
- Model quality. Known origins mean known quality and fewer surprises.
- Customer trust. Enterprise AI customers increasingly ask where training data came from.
What this means for partners
SourceX structures company data with provenance, consent and anonymization built in — which is what makes it licensable. The typical company profile is 50+ full-time employees at peak. Introduce one; if a deal closes and SourceX collects its fee, you can earn 25% of that fee, up to $100,000 per company.
- Step 1Share your linkSend your personal link to a company you know.
- Step 2Company appliesThe company applies itself at /apply.
- Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
- Step 4You get your rewardYour share of SourceX fees becomes payable.
Free resources
- Earnout scenario calculator — Probability-weighted earnout value and its present value.
- Profit margin calculator — Profit and margin across three scenarios.
- Client opportunity brief generator — An editable intro email, summary and checklist.
- All free tools · MCP resource center
By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09
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