---
title: Personalized Recommendations
language: en
page: use-cases/personalized-itineraries
url: https://spoki.com/en/use-cases/personalized-itineraries
generated_at: 2026-03-19T05:19:18.139Z
format: LLM-friendly Markdown
version: 1.0.0
---

# Personalized Recommendations

**AI-powered**

Deliver AI-powered personalized product recommendations and itineraries based on customer preferences via WhatsApp.

## The Challenge

Generic recommendations don't convert. Customers expect personalized suggestions based on their preferences, budget, and previous interactions. Manual personalization doesn't scale.

## How It Works on WhatsApp

### Preference Collection

Customer shares their preferences, interests, and requirements through natural conversation.

### AI Analysis

AI analyzes preferences against your catalog to find the perfect matches.

### Personalized Suggestions

Send tailored recommendations with images, descriptions, and pricing.

### Follow-up & Refinement

Based on feedback, refine suggestions until the customer finds exactly what they need.

## Business Impact

- **+65%** Conversion rate
- **4x** Engagement
- **+30%** Average order
- **95%** Satisfaction

## Customization Options

Adapt this solution to your business:

- Product catalog integration
- Budget-based filtering
- Seasonal recommendations
- Purchase history analysis
- Cross-sell suggestions
- Wishlist management

## Example Conversation

**🎯 RecommendBot** (Online)

**🤖 RecommendBot:** Hello! 🎯 I'm here to help you find the perfect solution.
> 📋 **Personalized Recommendations** - Tell me your preferences
> • [Get recommendations]
> • [Browse catalog]

**👤 Cliente:** I need help choosing

**🤖 RecommendBot:** Based on your profile, I recommend:

⭐ Option A - Best value
⭐ Option B - Premium features
⭐ Option C - Budget friendly
> • [Tell me more about Option A]

---

## Ready to Personalize Every Interaction?

Deliver AI-powered recommendations that convert via WhatsApp.

**Action:** Get Started with Spoki

