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 dog toys 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.

Chewer-level (light/moderate/aggressive) and dog-size filter must lead the title, not follow it.

'Indestructible' claims get flagged — need calibrated language ('for tough chewers')
Size-to-breed mapping (S/M/L → lb ranges) usually missing
Squeaker vs non-squeaker preference split isn't surfaced in listings

Pre-loaded for TikTok Shop & Dog Toys. 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.