Store My Library
Home Meet Amy Tools and Resources Store Contact
Juniper Sterling
AI Personalization 路 Interactive Prototype
2 data sources active
Prototype 1
AI Transparency Dashboard
Why am I seeing this?
We use the data you have allowed to personalize your experience. You stay in control of all of it.
Data Used
Browsing Activity
Purchase History
Email Engagement
Location Data
Selected Preferences
Data sources in detail
Toggle any source in the Control Center and it updates here live.
Browsing ActivityActive
Pages viewed in the last 30 days 路 142 events
Purchase HistoryActive
Orders and returns 路 9 events
Email EngagementActive
Opens and clicks 路 23 events
Location DataActive
Region-level only, never precise GPS
Your recent activity
What AI has acted on, most recent first.
Recommended Merino Overshirt
From browsing activity 路 2h ago
Restock alert sent
From purchase history 路 Yesterday
Homepage reordered for you
From selected preferences 路 2 days ago
Your selected preferences
Categories you told us you care about.
OuterwearSustainableMinimalistFootwearHome+ Add
Settings and controls
You can export, pause, or clear anytime.

Purpose: Give consumers clear visibility into why recommendations appear and what data is used.

Key benefit: Increases transparency and builds trust.

Prototype 2
Consumer Personalization Control Center
Personalization Settings
Use browsing history
Pages and products you view
Use purchase history
Past orders and returns
Use email engagement
Opens and link clicks
Use location data
Region only, never precise GPS
Personalization Level
Balanced
Low
High
A balanced mix of personalized and popular content.

Purpose: Give consumers meaningful control over the data used to personalize their experience.

Key benefit: Empowers users, enhances privacy, and strengthens confidence.

Prototype 3
AI Recommendation Explanation Notice
IMG
Merino Wool Overshirt
Recommended for you 路 $148
This recommendation was generated using AI.
It is based on your recent browsing activity, your purchase history and your selected preferences.
Signals used

Purpose: Provide brief, real-time explanations with recommendations to increase clarity.

Key benefit: Reduces uncertainty and helps consumers feel informed and respected.

Overall goal: Increase transparency, empower consumers, and build long-term trust in AI-driven personalization through clear communication, meaningful choice, and ethical data practices.