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 phone cases 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.

Exact model number + MagSafe compatibility must be in first 60 characters — everything else is noise.

Model variant (Plus, Pro, Pro Max) must match exactly — 'fits iPhone 16 series' is a lie and buyers know it
Drop-test rating (MIL-STD-810G) backed up or not — builds trust
MagSafe-compatible vs MagSafe-certified is a distinction the savvy buyer cares about

Pre-loaded for TikTok Shop & Phone Cases. 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.