Exam 2 - Ch. 5 Flashcards
(39 cards)
Customer Relationship Management
Systematic tracking of consumers preferences and behaviors over time to tailor individualized value propositions
Relationship marketing
Customer orientation
Capture customer info at touch point
Marketing Database
Includes all customers current, past, and potential customers aka prospects
Demographic, behavioral, psychographics, attitudinal
Customer profiles, segmentation, propensity score
Support analytics
Data Mining
Sophisticated analysis techniques to take advantage of the massive amount of information now available
Find patterns in data
Observable - existing patterns
Predictive - extend patterns to the future
Social media sources
Feeds from twitter and other sources
Sentimental analysis, web scraping, brand mapping
Sources of Big Data for Marketers
Social media Corporate It Government NGO Commercial entities Partners
One to one marketing
Facilitated by CRM, allows customer to control business
- Identify customers, collect info
- Differentiate customers, needs and value added to company
- Interact with customers, improve efficiency and effectiveness
- Customize - treat each customer differently
Characteristics of CRM
- Share of customers, % of customer purchase from same brand
- Lifetime value of a customer, profit from customer
- Customer equity, value from customer positive or negative
- Customer prioritization, some priority over others
Big Data
Exponential growth of data, structured and unstructured,
Provides Competitive Advantage
1. Identify new opportunities
2. Transform insights into better products
3. Delivering timely info ore efficiently and effectively
Types of Data
Demographics
Behavior, actions
Psychographics - quantifiable description of lifestyle, activity, interest, opinion
Attitudinal - expression or survey of favor/disfavor towards a product, placed, thing, or person
Commercial Entity Sources
Companies collect data in large quantities to sell
Data brokers
Info USA
Table
Stores data elements in named columns and unlimited rows
Each row having an unique identifier called a primary key
Database
A software system designed to store data
Operational Database
Database processing business transactions
Database Marketing
Marketing that relies on a database of customer and prospect profiles to create a targeted offering
Data warehouse
A system to store and process the data that result from data mining
Aggregation of data from operational databases
Structured Data
- Typically numeric or categorical
- Can be formatted or organized easily for computers
- Can be inserted seamlessly into a database
Excel
Unstructured Data
Computers can analyze unstructured data
Nonnumeric data formatted for humans
Body of an email
Analytics
Finding patterns in data
Effective Analytics
Requires three steps
Gated data - analyze data - communicate information
Trade offs executives must make
Cost, quality, quantity
High level marketing questions
Call for marketing analytics goes back to the 1800s
Half the money I spend on advertising is wasted, I just don’t know which half … John Wanamaker
1. Attribution, which ad,channel works
2. Efficiency - cost per click, sale, customer, etc
3. Effectiveness - customers match strategy and target markets desired
Uses of data mining
- Customer acquisition - demographics
- Customer Retention, Loyalty - focus on big spending customers
- Customer Abandonment - customer costs too much
- Market Basket Analysis - promotion based on products purchased
Market Analytics
A group of technologies and processes that enable marketers to collect, measure, analyze, and assess the effectiveness of marketing efforts
Major digital marketing channels
Social media
Digital ad networks
Email
Search engines
Cost per click
Online ad purchase, cost of the advertisement is charged only each time an individual clicks the advertisement and is directed to the web page that the marketer placed within the advertisement