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 smart plugs 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.

Matter, Wi-Fi 2.4GHz only, energy-monitoring — three keywords that route traffic to three different SKUs.

Matter / Thread support is a title-worthy fact — pre-smart-home buyers search for it
Indoor-only vs weatherproof distinction must be unmistakable, not footnoted
Energy-monitoring accuracy (kWh precision) is a buying signal for savers — usually vague

Pre-loaded for TikTok Shop & Smart Plugs. 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.