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 can openers 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.

Arthritis-friendly, smooth-edge, and electric openers target three different buyer intents.

Smooth-edge / side-cut openers need explicit 'no sharp edges' copy — buyers search for it
Elderly and arthritis-friendly keywords often missing despite being the real intent
Electric models compete on battery life and noise — specs usually in images, not text

Pre-loaded for TikTok Shop & Can Openers. 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.