Domain-specific data captures the vocabulary, processes and judgment of a particular field. General web data cannot substitute for it, which is why AI buyers license it from companies.
The definition
Domain-specific data is everything that makes one field different from another: the terminology, the workflows, the edge cases, the standards of good work.
Why general data falls short
- The public web discusses domains; it does not perform them.
- Specialist vocabulary is used incorrectly or shallowly in general text.
- Real edge cases — the ones that matter — appear only in real operations.
Why every industry qualifies
Because every field has its own domain, companies in any industry can hold valuable data. SourceX is open to every industry, with knowledge-work companies the strongest fit.
What this means for partners
Whatever field your network is in, established companies in it hold domain data buyers want. The typical profile is 50+ full-time employees at peak. If a deal closes and SourceX collects its fee, you earn 25% of that fee, up to $100,000 per company.
Refer a company · How rewards work
Common questions
What is domain-specific data?
Domain-specific data captures the unique terminology, workflows, edge cases, and standards of good work within a particular field. It defines what makes one industry or area of expertise distinct from another.
Why is general web data insufficient for AI?
General web data often falls short because it discusses domains rather than performing them, and specialist vocabulary is used incorrectly or shallowly. Real edge cases that are crucial for AI accuracy only appear in actual operations.
Which types of companies hold valuable domain-specific data?
Companies in any industry can hold valuable domain-specific data, as every field has its own unique domain. Knowledge-work companies are a strong fit, especially those with 50+ full-time employees at their peak.
How do partners earn rewards for referring companies?
Partners earn 25% of the collected fee, up to $100,000 per company, if a deal closes and SourceX collects its fee. This reward is for introducing companies that hold valuable domain data.
