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 charm bracelets 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.

Pandora-compatibility, chain type (link, bangle, cord), and charm inclusion — all title-worthy.

Compatibility-with-X claims need legal care but are search drivers — handle both
Number of included charms and whether they're replaceable matters to gifters
Metal specifics (solid vs plated) for charm attachments rarely specified

Pre-loaded for TikTok Shop & Charm Bracelets. 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.