NRF 2013 - Drive Profitable Customers with Analytics -Alteryx & Southern States Cooperative
Presentation from NRF 2013 by Alteryx and Southern States Coopertative.
Closing the Gap Between the Customer and the Profitable Customer with Analytics
By Paul Ross, VP of Industry and Product Marketing – Alteryx
Decision Making Purchase Use & Maintenance Data Sources Outbound Inbound Advertisin g PR Promotion Social … Social Content Loyalty SEO … Data Sources Traditional New Campaign Survey Compete … Social SEO Clickstream … Data Sources Traditional New Promotion POS Location … Golden Path Click stream Cart … Data Sources Traditional New CRM Services Survey … Social Forums Usage …
predictive analytics with unique spatial understanding Analyze App & Data All Relevant Data Enrich Packaged Market & Customer Data Consumerize the use of sophisticated analytics
~$2 B in annual revenues from retail and wholesale operations Primary customers are farmers and rural Americans Provide products and services essential to raising crops and livestock as well as farm supplies, home heating, lawn, and garden care Multiple-channel distribution network with 1,234 storefronts across 23 states
the drivers of PROFITABLE Loyalty and recommend strategies to increase PROFITABLE Loyalty Survey Data Survey Data Transactional Data Step 1: Paint The Complete Customer Picture Driving Profitable Loyalty
for Southern States Loyalty is measured by customer segment along a spectrum Not one but several metrics are combined Like the legs of a stool, if one is missing Loyalty collapses LOYALTY Driving Profitable Loyalty
Loyalty Combine, cleanse, explore, and analyze the data using Alteryx Combine transactional data with survey responses Cleanse data and calculate basic descriptive statistics BASIC EXPLORATORY PREDICTIVE Look for relationships (Association Analysis) Reduce variables / create consts. (Principal Components) Find unique segments (K-Means Clustering) Identify the Drivers of Loyalty and Quantify the Financial Impact of Improved Loyalty (Linear Regression) Driving Profitable Loyalty
Critical Improvement Opportunities Promote, Expand, & Maintain Negative Drivers Positive Drivers Out of dozens of potential drivers, only a handful will rise to the top This exercise helps focus the corporate strategy on what is MOST IMPORTANT! Driving Profitable Loyalty
Analysis • Humanizing Big Data • Strategic Analytics • Predictive Analytics • Data Scientist • Data Artisan • Data Analyst • Big Data Gap • Unstructured data • Analytics Platform • Unstructured Data • Alteryx • Paul Ross • Greg Bucko • Southern States Cooperative • Customer Loyalty • Retail Analytics • Alteryx Analytics Gallery Key Terms