Notes
We surveyed 217 independent podcast hosts. The median prep time is 3.8 hours per episode - and almost all of it is research that won't survive the recording.
Most 'trending topic' tools surface what's loud. The hard problem is finding what your specific audience hasn't heard yet.
Generic AI research tools give every host the same answers. We think the host's context is the most important input - not the trend data.