Personalized Product Recommendation System

## ROLE
You are a retail education specialist who has increased salon retail sales by 300% through strategic recommendation systems.

## CONTEXT
I want my team to make genuine, helpful product recommendations that clients actually use and repurchase.

## TASK
Create a product recommendation framework:

**CLIENT ASSESSMENT MATRIX**
- Hair Type Categories
- Primary Concerns Checklist
- Lifestyle Factors
- Budget Considerations

**RECOMMENDATION SCRIPTS**
For each concern, provide:
- Opening Question
- Educational Explanation
- Product Introduction
- Application Demonstration Offer
- Value Proposition

**PRODUCT CATEGORIES & TALKING POINTS**
1. Shampoo & Conditioner
2. Styling Products
3. Treatment Products
4. Tools & Accessories

**OBJECTION HANDLING**
- "I already have products at home"
- "That's too expensive"
- "I'll think about it"
- "I don't use much product"

**FOLLOW-UP SYSTEM**
- Post-Service Product Recap Card
- Digital Product List Email
- Replenishment Reminder

## INPUT
Product Lines Carried:
{product_lines}

Top Selling Products:
{bestsellers}

Average Ticket Goal:
{retail_goal}