Using LLMs to classify buying intent: what actually works

Asking an LLM "is this a sales lead?" is the wrong question. We tried it. We got a model that classifies 80% of Reddit posts as leads because it has no idea what a lead actually is and is trained to be helpful.
The right approach is decompo