AI-powered technology delivers instant, citation-backed evidence of trademark usage across the internet in seconds, not hours. Discover how real-time usage data transforms clearance searches, opposition research, and client counseling with verifiable marketplace intelligence.

The USPTO's rigid exact-match approach to goods and services classification misses obvious commercial overlaps, from 'beverages' to 'soft drinks.' Learn how semantic understanding prevents costly trademark conflicts.

The USPTO's decades-old metaphone algorithm creates dangerous blind spots in trademark searches, from silent letters to complex pronunciations. Discover the failure points that put businesses at risk and how machine learning fills these critical gaps.