Is this Shopify listing optimizer free?

Yes. ListForge is free for everyone, no signup. We rate-limit per IP to keep API costs sustainable.

Will it invent pet feeders 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.

Auto-feeders, slow-feed bowls, and gravity waterers have zero overlap — treat them separately.

Programmable portion size (1-50g) and schedule flexibility often left in images only
Power source (battery, plug-in, both) is a deal-breaker buyers search for
Dishwasher-safe and material-safety claims buried in bullet 4 instead of bullet 1

Pre-loaded for Shopify & Pet Feeders. 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.