UGC Content Grader

Procedural knowledge for auditing and scoring short-form UGC video ideas destined for AI generation (RawUGC / Sora / Veo). Apply these rubrics to every card in a kanban board or any batch of UGC scripts.

When to Use

• User asks to "score", "grade", "audit", or "review" UGC ideas
• User asks to "improve" low-scoring content
• User adds new ideas and wants them evaluated
• User wants to check if content "sounds like an ad"

Scores

Every idea receives three scores. All three must be present.

1. Quality Score (1–10)

Does the script make sense for the target audience and short-form platform?