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 security cameras 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.

Subscription-free local storage, person detection, and cloud-vs-local processing are the new buyer questions.

Subscription-free / no-monthly-fee messaging is a huge winning angle — often missing
Local storage (SD, NAS, hub) vs cloud-only: privacy buyers read listings for this
Night-vision spec (IR, color, distance in ft) rarely quantified clearly

Pre-loaded for TikTok Shop & Security Cameras. 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.