Key Takeway

Extracting consumer needs from online reviews and other sources can inform product and service innovation but is typically costly. Large language models (LLMs) trained to professional standards can cost-effectively identify implicit consumer needs that are specific but abstract enough to be useful. Automating other innovation tasks may be more difficult.