Is this TikTok Shop listing optimizer free?

Yes. ListForge is free for everyone, no signup. We rate-limit per IP to keep API costs sustainable.

Will it invent retinol products features I didn't list?

No. The system prompt locks the model to features you provide. It won't claim certifications, materials, or specs you didn't list.

Beginner, intermediate, and advanced retinol strengths need three different listings, not one.

Retinol % (0.25, 0.5, 1.0) must be in title for the buyer-intent match
Encapsulated vs standard retinol distinction matters to sensitive-skin buyers
Retinal (retinaldehyde) vs retinol confusion costs sales — explain the difference

Pre-loaded for TikTok Shop & Retinol Products. Drop in your raw notes — get a buyer-ready listing in seconds.

Your product

Drop in raw notes — bullet points, half-thoughts, even Chinese / English mixed are fine.

Your optimized listing will appear here.