tm-vocabulary · paper · online appendix · theme explorer · IPO viewer · code
Companion site for Business Themes in the Trademark Record: Language Signals of Product Survival, Funding, and Listing (SSRN 6954598), which scores the goods and services descriptions of USPTO trademark filings against the themes of the surrounding record and follows each registration through the five-year proof of continued use, SEC financial reporting, and IPO.