# Why use the Product agent instead of a general AI for specs?

## Why use the Product agent instead of a general AI for specs?

Product uses PM frameworks: RICE and ICE scoring, and a Discover → Prioritize → Specify → Detail → Validate lifecycle. It tracks which phase you are in, so it will not write user stories before the problem is defined. It loads your existing PRDs, customer feedback tickets and roadmap content from Loop, so prioritization scores are calculated against your backlog and not a hypothetical one.

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Source: https://loopllm.ai/public/knowledge/kn75gts9873ecfwa6hy271mj018hhrbr
Updated: 2026-11-03