Marketers often share survey results like the one below, but these presentations are frequently hard to interpret at a glance. Common issues include poor formatting, lack of context, or unclear messaging. In these cases, the marketer is presenting raw data—not actionable information.

This is where large language models (LLMs) excel: extracting meaningful insights from data and turning it into clear, useful information.