Start with the question
Collect questions before brainstorming titles. A repeated confusion in a discussion and a comment on a tutorial can reveal what an explanation is missing. Keep the original wording and URL so your team can distinguish audience evidence from an assistant’s interpretation.
A workflow you can check
Use the following steps as a small acceptance test. Keep the underlying observations with your notes so someone else can review the conclusion.
- Choose a narrow audience problem and a bounded set of discussions and videos.
- Extract questions, objections and unresolved follow-ups with source links.
- Cluster by the decision the reader is trying to make, not just matching words.
- Draft a brief that answers one cluster and notes which claims need independent verification.
Interpret the evidence
A small comment sample is directional, not a survey of the whole audience. MARqentic Reddit and YouTube tools are implemented with live verification pending. Check availability and validate a small sample manually before relying on the output for an editorial calendar.
A prompt to adapt
Replace the inputs with your own approved examples. Ask the assistant to explain its scope before starting research.
Cluster these sourced Reddit questions and YouTube comments into content opportunities. Show the evidence for each, avoid invented demand counts and propose a focused brief.