- Keyword and competitor mentions across target subreddits
- Thread velocity, sentiment, and mod culture signals
- Repeated objections and feature requests
- Competitor comments that land well
Discover threads where buyers debate your category — before you post a single comment.
Reddit punishes brand spam. Research first: which subs, which objections, which proof formats earn trust. The agent builds a queue of opportunities with risk notes.
What this agent watches, how it decides, and what it executes inside your guardrails.
Surface five threads this week where users ask for alternatives to a competitor
Cluster objections about pricing into FAQ and ad angles
Skip a hot thread in a promo-hostile sub with a risk flag