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guide by ugc ninja

The Claude Ecom Content Stack

10 agents, 15 prompts, 5 workflows โ€” the AI team that feeds creator campaigns for D2C brands, from product angles to viral breakdowns.

An ecom brand needs hundreds of native videos a month to matter in the feed. No human content team scales to that โ€” but a content system does. This is ours: the Claude stack we run at UGC Ninja for D2C creator campaigns. Every prompt is standalone โ€” paste into Claude or GPT, replace the brackets, run.

Inside:
โ€ข The 10-agent roster โ€” Angle Strategist, Hook Writer, Hook Judge, Scriptwriter, Brief Builder, Native Editor, Casting Matcher, Story Miner, Viral Analyst and more, each mapped to its prompts
โ€ข Workflow 1: one product โ†’ 30 video angles (explosion, scoring, shootable concepts)
โ€ข Workflow 2: 100 hook variants for any product โ€” generated, judged, scripted at creator cadence
โ€ข Workflow 3: native creator briefs โ€” the one-pager, the ad-shape detector, the casting matcher
โ€ข Workflow 4: product stories that don't read like ads โ€” story mining, story scripts, the review mine
โ€ข Workflow 5: why one video breaks out and its twin dies โ€” twin-diff diagnostic, template extractor, variant matrix

15 working copy-paste prompts with examples. The stack proposes. Your operator gut disposes.