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Spree Product Recommenations Using Prediction.io

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Slides from a talk at Spree Conf 2014 on using Prediction.io to improve the customer experience and sales on ecommerce sites.

Slides from a talk at Spree Conf 2014 on using Prediction.io to improve the customer experience and sales on ecommerce sites.

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    Spree Product Recommenations Using Prediction.io Spree Product Recommenations Using Prediction.io Presentation Transcript

    • Spree Product Recommendations (No data scientists required!) By David Jones Resolve Digital - @d_jones
    • Amazon’s sales jumped ~29% after adding recommendation features* *“Amazon's recommendation secret” http://tech.fortune.cnn.com/2012/07/30/amazon-5/ David Jones, @d_jones
    • Product Recommendations ✓ Better user experience ✓ More pages viewed per visitor ✓ Higher conversion rate ✓ Higher average order size ✓ Win-win for customers and store owners David Jones, @d_jones
    • The problem ⨯ Requires a solid understanding about machine learning ⨯ You need a data scientist to run it ⨯ Out of reach for small/medium sized stores David Jones, @d_jones
    • Prediction.IO ✓ Open Source ✓ Deploy yourself or instantly on Amazon’s Cloud ✓ Cheap to run (starts at $0.06/hr) ✓ Developer friendly API ✓ Easy to use admin UI David Jones, @d_jones
    • ratings product views orders David Jones, @d_jones
    • David Jones, @d_jones One important thing • Existing data is key: • Quality • Quantity • No existing data? Start logging data today, add recommendations later.
    • Deploy Server
    • David Jones, @d_jones
    • David Jones, @d_jones
    • David Jones, @d_jones
    • Ruby SDK
    • Thank you David Jones - @d_jones resolvedigital.com Talk to us about Spree Customizations