Personalized Travel Plans

I found this company Pickyourtrail interesting. I wanted to analyze more on their personalization algorithm. Some thoughts on the same.
Product Concept - Personalized End to End Travel Plans
Selling Point - Personalized recommendations
Target Audience - Well to do earning professionals

The initial dataset they collected on Travel Destinations, Trending destinations, Historical data is key

If we have to take an Automated Recommendation using ML Algorithm. I would see it this way

• Collect Social Media Data
• Analyze Income Range 
• Historical Data from previous travel collected from Social Network
• Interests collected from Likes, Comments from Social media
• Segment the customers into categories - Wildlife Travel, Spiritual, Normad Trips, Historical Interests
• Match their months of previous travel
• Match based on the data collected on future interests

Possible Options - Banks can tie-up and provide such offers. Instead of credit points personalized travel plans with tie-up from these vendors
Futuristic Way - Everything tied Banks - Flight Plans - Uber - Airbnd, Everything connected end to end and adjusted based on time changes and variations

Happy Learning!!!