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AI Misses the Mark When It Comes to Trademark Searches

Despite incredible progress in natural-language reasoning, AI tools still face fundamental limitations when it comes to performing even basic trademark searches. Here are five important reasons why.

3 minute read February 01, 2026 at 01:31 AM
By
Paula Hopkins and Andrew Price
AI Misses the Mark When It Comes to Trademark Searches

Artificial intelligence tools powered by large language models have become valuable resources in the trademark process. Today’s AI tools can speed crafting identifications of goods/services and the collection of evidence by quickly locating relevant content on a website.

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