What Our AI Taxonomy Automation Does
Understands your product data

Classifies and enriches at scale

Syncs across systems and channels

Benefits of AI Taxonomy Automation
Frequently Asked Questions About Hypotenuse AI’s Taxonomy Automation
What is AI taxonomy automation?
AI product taxonomy automation is the use of AI to automatically classify products into categories and apply relevant attributes or tags. Instead of manually organizing items in spreadsheets or PIMs, automation ensures that every product is accurately categorized and enriched—saving time, reducing errors, and improving consistency across your catalog.
Why does product taxonomy matter?
Product taxonomy directly affects how easily customers can find what they’re looking for. A clean, consistent structure improves navigation, search relevance, SEO, and overall shopping experience—ultimately driving conversions and revenue.
What are best practices for ecommerce product taxonomy?
- Make it customer-first: Structure categories based on how your customers think and shop—not just your internal systems.
- Keep it consistent: Use standard naming conventions and avoid overlapping categories.
- Use attributes wisely: Apply meaningful tags like color, material, use case, and brand to enable better filtering.
- Adapt and scale: Regularly revisit your taxonomy as your catalog grows. AI can help you automate updates and ensure long-term consistency.
Can it integrate with my existing systems?
Hypotenuse AI integrates with common ecommerce tools, including PIMs, CMSs, spreadsheets, and product feeds. We support custom integrations and flexible import/export formats, and can connect via API for seamless workflows across your tech stack.
Does it support mapping to marketplaces like Amazon or Google?
Absolutely. Our system can translate your internal taxonomy into external schemas required by platforms like Amazon, Google Shopping, Walmart, and more—saving your team hours of manual formatting and reducing listing errors.
How many products can Hypotenuse AI handle?
Hypotenuse AI is built to handle high volumes—whether you're managing thousands or millions of SKUs. The system processes products in bulk, enriches data, classifies them in minutes, and scales effortlessly as your catalog grows.
Which industries does Hypotenuse AI support?
We support a wide range of ecommerce industries, especially those with large catalogs and diverse product categories. Common use cases include fashion and apparel, home and furniture, industrial supplies, CPG, beauty, electronics, and automotive. If your catalog is complex or frequently changing, Hypotenuse AI can help bring structure and scale.