---
title: "What types of hypotheses can AI generate for e-commerce?"
url: https://fibr.ai/faq/what-types-of-hypotheses-can-ai-generate-for-e-commerce
description: "AI generates e-commerce hypotheses for checkout flows, product recommendations, and design tweaks to boost sales."
last_updated: 2026-05-05T11:53:09.921830+00:00
---
AI can generate a variety of hypotheses to optimize your e-commerce website. For example, it can suggest changes to product recommendations, checkout processes, or website design. If AI spots patterns in user behavior, like users abandoning carts, it may propose a hypothesis that simplifying the checkout flow could reduce abandonment. Or, if AI notices that users often browse similar products, it might suggest testing personalized product recommendations.