How Personalization Works

Anonymous vs. Personalized Shopping

This demo store is powered by RecoMind. Every search, click, and purchase builds a unique user profile that personalizes the entire shopping experience. Here's what changes when you sign in.

Search

Anonymous Visitor

Results sorted by keyword relevance and popularity. Generic ranking for all visitors.

Logged-In User

Results re-ranked by your brand affinity, category history, and price preferences. Sony fan? Sony results float to the top.

Recommendations

Anonymous Visitor

Popular items and basic "similar products" based on category/brand overlap.

Logged-In User

"Recommended For You" based on your purchase graph. Cross-sell from co-purchase patterns. "Frequently Bought Together" weighted by your preferences.

Chatbot

Anonymous Visitor

Standard product search assistance. No memory of past interactions.

Logged-In User

Context-aware assistant: "I see you usually buy Sony headphones — here's the latest model." Remembers your purchase history and preferences.

Try It Yourself

  1. 1. Browse products and search as a guest — note the generic results.
  2. 2. Sign in with any email to create a profile.
  3. 3. Click on products, add to cart, interact with the chatbot.
  4. 4. Search again — watch your results personalize in real time.
  5. 5. Try info@recomind.io — a different persona activates each day of the week.