We start by reverse-engineering the threads. For every buying-intent query your prospects ask an LLM (“best [X] for [use case],” “[competitor] alternatives,” “is [your product] worth it?”) we map which Reddit threads — and which subreddits — the AI answers are already pulling from.
That becomes your target list. We score each community on traffic, AI-citation frequency, brand tolerance, audience alignment and moderator posture, then prioritize where your team should show up, what to post, and what to leave alone.
The deliverable is a 12-month Reddit roadmap that ties every community to a specific LLM, SEO and direct-conversion outcome. Not a vibes-based “let’s be on Reddit” plan.