Really practical framing. The two-loop model clarifies something product teams feel but struggle to articulate: awarness content and evaluation content aren't just different depths, they're written for different jobs. What's underexplored is how AI-mediaded discovery in Loop 1 changes the content structuring problem, since teams are now writing for LLM summarization as much as human scanning. I've seen teams with weak awareness but strong evaluation content still close faster than the inverse.
Yes, we have a lot to consider in how we communicate our product knowledge. Awareness, evaluation and gating will eventually have tools to re-use content as the resolution needs. Thanks Yuji!
Really practical framing. The two-loop model clarifies something product teams feel but struggle to articulate: awarness content and evaluation content aren't just different depths, they're written for different jobs. What's underexplored is how AI-mediaded discovery in Loop 1 changes the content structuring problem, since teams are now writing for LLM summarization as much as human scanning. I've seen teams with weak awareness but strong evaluation content still close faster than the inverse.
Yes, we have a lot to consider in how we communicate our product knowledge. Awareness, evaluation and gating will eventually have tools to re-use content as the resolution needs. Thanks Yuji!