ProductPoet analyzes your existing product listings, particularly your best-performing items, to understand your unique writing style, tone, and messaging patterns. It identifies key phrases, descriptive patterns, and selling points that resonate with your customers. This learning process ensures that all generated content feels authentically yours, not generic AI output.

Yes! ProductPoet's image-based generation is one of our most powerful features. Simply upload product photos and our AI will extract visual details, identify product types, materials, and features to create complete listings. This is perfect for dropshippers and Collective merchants who often receive minimal product data from suppliers.

We're built specifically for e-commerce product data, not generic content. Our AI learns from your best products to maintain your brand voice across thousands of listings. Plus, we handle everything - titles, descriptions, tags, categories, and SEO meta fields - not just product descriptions.

Absolutely! ProductPoet is designed with Shopify Collective merchants in mind. When you're selling products on behalf of other merchants, you often receive basic supplier data that needs enhancement. ProductPoet transforms these minimal listings into rich, brand-consistent product pages that convert.

Yes, ProductPoet includes a comprehensive preview and approval workflow. You can review all generated titles, descriptions, tags, and meta fields before applying them to your store. Make edits, regenerate specific sections, or approve in bulk. You're always in control of what gets published.

ProductPoet currently supports English and French, with more languages planned for 2025. The AI can maintain your brand voice across languages, ensuring consistent messaging for international markets. We're Shopify-first but expanding to other platforms soon.

Most merchants see their first optimized listings within minutes of setup. ProductPoet learns your brand voice from just a handful of existing products and starts generating immediately. Bulk processing thousands of products typically completes within hours, not days or weeks.

Not at all! ProductPoet is designed for merchants, not developers. Everything happens right in your Shopify admin - no coding, no complex setups, no CSV manipulation. If you can use Shopify, you can use ProductPoet. Our interface is intuitive and guides you through each step.

ProductPoet intelligently handles variants by understanding the relationships between parent products and their variations. It generates unique, relevant content for each variant while maintaining consistency across the product family. Size, color, and material variations all get properly optimized descriptions that highlight their specific features.