Billy Liu

Billy Liu runs Data Licensing Report. He has worked directly on licensing deals between operating companies and AI data buyers, and he edits every provider profile, comparison and guide on this site. He is paid commission on some Telegraph Lab deals; the How we make money page explains the arrangement.

What Billy edits

• Buyers directory: every provider profile and filtered list
• Comparisons: two providers at a time on the same fields
• The guide, and the questions and explainers it links to
• Market facts: dated, sourced events

Every page follows the same research rules: providers are described from their own public pages first, each fact is sourced and dated, and every provider is listed on the same fields. The methodology sets those rules out, and how we make money explains the commercial relationships.

Corrections and contact

To report an error or ask about a page, email corrections@sellcompanydatatoai.io with the page and a public source that shows the correct information. Corrections are checked against that source, and the page's "Updated" date changes when one is made.

Data Licensing Report is an independent comparison of companies that pay businesses to license their data for AI.