Matching System
AI technology and detailed criteria instantly match you with the perfect guide
Achieving Perfect Matches
Our proprietary algorithm finds the guide best suited to your needs
Matching Factors
Language Skills
Considering supported languages and levels
Area Expertise
Evaluating regional knowledge and experience
Ratings & Reviews
Past performance and satisfaction
Budget
Price range compatibility
Interests & Themes
Culture, history, food, etc.
Schedule
Date and time availability
Group Size
Capacity for group numbers
Special Needs
Accessibility support
Smart Matching System
🤖 AI-Driven Optimization
- ✓ Continuous improvement through machine learning
- ✓ Learning from past successful matching patterns
- ✓ Real-time adaptation to condition changes
- ✓ Multi-criteria weight optimization
📊 Data Analysis for Accuracy
- ✓ Sentiment analysis of review data
- ✓ Seasonal demand forecasting
- ✓ Similar profile clustering
- ✓ Statistical analysis of success rates
Matching Process
Input Criteria
Enter your detailed preferences including destination, dates, budget, and interests.
Example: Tokyo, 3 days, $500 budget, Japanese culture experience, English speaking
AI Analysis
System instantly extracts optimal candidates from thousands of guide profiles.
Match rate: Prioritizing candidates with 95%+ compatibility
Display Results
Guides displayed in order of match rate. View detailed profiles and reviews.
Typically presenting 3-5 optimal candidates
Select & Book
Choose your preferred guide, discuss details via chat, and confirm booking.
Fast and efficient matching process
Advanced Filter Features
Basic Filters
- 🔹 Area & Region
- 🔹 Supported Languages
- 🔹 Price Range
- 🔹 Availability
- 🔹 Rating (Stars)
Advanced Filters
- 🔹 Specialties (History, Culture, Food, etc.)
- 🔹 Tour Type (Private/Group)
- 🔹 Transportation (Walking, Car, Public)
- 🔹 Duration
- 🔹 Special Needs (Wheelchair, Family-friendly, etc.)
Expected Outcomes
After service launch, our AI matching system will deliver
high-precision matching and rapid processing for an excellent user experience.
Cutting-Edge Technology
🧠 Natural Language Processing (NLP)
Analyzes text in reviews and profiles to understand sentiment and expertise. Enables more accurate matching.
📈 Predictive Analytics
Learns success patterns from historical data to predict and optimize matching success rates.
🔄 Real-time Updates
Instantly reflects guide availability and ratings. Always matching with the latest information.