Generation is the easy part — validation is the hard part
Any AI model can write a product description. The tools worth paying for add structure: they return validated sections you can actually use, not a wall of prose. Look for output that separates title, bullets, description, and backend keywords so you can drop them straight into your platform.
The second differentiator is proof handling. Good tools refuse to invent reviews, ratings, or certifications and instead prompt you to supply verified claims.
Exports and workflow matter more than you think
If you manage many products, you want one-click copy, a text export, and ideally bulk CSV support. A tool that slows your workflow is a cost, not a saving.
Finally, check whether the tool scores compliance. A simple risk score per output helps you catch problems before a human reviewer ever sees them.