AI-Guided Selling vs Category Pages: What Evidence Shows

Last verified: October 11, 2026.

Direct answer: The evidence supports adding an AI shopping assistant on top of crawlable category pages. Nobody removed the category pages. Why removing category pages carries a search cost Category pages are also how search engines understand a catalog.

Key takeaways

• Make every assistant outcome a shareable, crawlable category or product-set URL.
• Frequently asked questions Do AI shopping assistants increase conversion?
• Can an AI assistant replace category pages?

The controlled experiments tested an assistant added to an existing store, and removing crawlable category pages also removes the URLs that search engines index.

Read the full article: https://www.aipersonalization.cloud/ai-guided-selling-vs-category-pages/