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 area rugs 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.

Washable, low-pile, indoor-outdoor, and runner lengths are the four most-searched rug attributes of 2026.

Machine-washable claim needs explicit machine-size limit (some are 'handwash only' in reality)
Pile height (low, medium, high) determines door-clearance and vacuum compatibility
Non-slip backing vs separate rug-pad-required distinction frustrates buyers when hidden

Pre-loaded for TikTok Shop & Area Rugs. 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.