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 motion sensors 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.

PIR vs mmWave, battery life, and outdoor rating — the three facts every hobbyist checks first.

PIR vs mmWave vs dual-tech is a skill-buyer distinction — surface it, don't dodge
Battery life (months, not days) affects buying decision — often unspecified
Indoor vs outdoor (IP rating) confusion drives returns — must be prominent

Pre-loaded for TikTok Shop & Motion Sensors. 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.