Features updates

We analysed more than 40,000 sign comparisons drawn from opposition decisions published by the INPI, the French Trademark Office, isolating for each the degree of similarity retained on every level and the conclusion reached on the signs at issue. Three findings…

We analysed every comparison of goods and services carried out by the INPI in its opposition decisions, pair by pair. A meticulous, granular effort that also enables our AIs to operate with precision. Here is what the data shows – and what it changes for your…

Trademark invalidation at INPI is more complex than a straightforward clash between two signs. Using our data extraction system, lipstip analysed over 700 decisions issued by the INPI. Three structural findings emerge. Background. A trademark invalidation action…