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 pendant necklaces 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.

Chain length, pendant dimensions, and clasp type are the three spec questions that stall carts.

Chain length (16', 18', 20') needs an explicit mention, not a size-chart image
Initial / birthstone / custom options usually share a single listing — split them
Tarnish resistance (PVD, rhodium-plated) is a durability signal buyers search for

Pre-loaded for TikTok Shop & Pendant Necklaces. 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.