How Scout's Personalization Algorithm Works

At Scout, we believe the best deals are the ones you'll actually use. That's why we built a personalization engine that learns your unique shopping preferences and delivers deals tailored specifically to you.

Understanding Your Preferences

When you first sign up, we ask about your interests, favorite brands, and shopping categories. But that's just the beginning. Our algorithm continuously learns from your interactions to refine its recommendations.

The Learning Process

Every time you click on a deal, save an offer, or ignore a recommendation, our algorithm learns a little more about what you like. We use this data to:

• Identify patterns in your shopping behavior
• Understand which brands resonate with you
• Predict what types of deals you'll find most valuable
• Filter out irrelevant offers

Privacy First

Your data privacy is our top priority. All personalization happens securely, and we never share your information with third parties. You can review and update your preferences at any time.

The Weekly Digest

Every Friday, our algorithm compiles the week's best deals that match your profile. We consider factors like:

• Deal quality and savings potential
• Your brand preferences
• Category interests
• Historical engagement patterns
• Seasonal relevance

Continuous Improvement

We're constantly refining our algorithm based on user feedback and behavioral data. Our goal is to make each week's digest more relevant than the last.

Join the Scout Community

Experience personalized deal curation for yourself. Sign up today and start receiving deals that actually matter to you.