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MARK2038 Data Base Marketing Strategies II Week 1 Instructor: Santo Ligotti Email: [email protected] Today’s Agenda Introductions Housekeeping Course outline, evaluation Lecture Direct & Database Marketing-Review List Management Handout Assignment #1 Review of Direct & Database Marketing Learning Objectives 1. 2. To review what direct marketing is and how it differs from mass marketing; To understand its importance in contemporary marketing. This week DM review Compare DM to advertising DM agencies, suppliers and associations Review customer segmentation, targeting, positioning Assignment 1 handout Are you familiar with these brands? Why? 8 Direct Marketing “Any direct communication to a consumer or business recipient, that is designed to generate a response in the form of an order (direct order), a request for further information (lead generation), and/or a visit to a store or other place of business for purchase of a specific product(s) or service(s) (traffic generation).” The Direct Marketing Association (DMA) Alternate Definitionuse of interaction media with customers (Stone) The interactive use of advertising media, to stimulate an immediate behaviour that can be tracked, recorded, analyzed and stored on a database for future retrieval and use. stored on a database measurable results In Other Words… The purpose of direct marketing is to communicate with customers in a way that elicits response, which ultimately adds to… profit. Direct Marketing use of media Campaign interaction with customers Marketer Fulfillment measurable results Response stored on a Customer database Database Marketing • Database Marketing: the discipline of continuously aggregating, interpreting, analyzing, and applying information about customers and prospects to achieve business objectives. •OR Direct marketing is a way of acquiring and keeping customers by providing a framework for three activities: analysis of individual customer information strategy formation implementation such that customers respond directly In this course, the terms “direct marketing” and “database marketing” are interchangeable It began with Mass Marketing... Mass Marketing: A method of reaching millions of people to tell them about available products and services. predominated from 1950 to 1980 growth of television created mass audiences for national advertising mass marketing makes mass production possible: lower prices, improved quality, higher disposable incomes mass marketing losing effectiveness for some products most people have the basics media fragmentation Database marketing enables a 2way dialogue with one consumer Mass Marketing Database Marketing Targeting to Many Targeting to ‘One’ 13 Key Differences Mass vs. Direct Marketing Mass Directed at many via mass media Generic communications Highly visible to competition In general, no clear action communicated: designed to drive awareness, change attitudes, behaviour Effectiveness tough to measure “Noise” reduces effectiveness Direct Targeted to individual, valuable customers via direct marketing Customized communications Less visible to the competition Clear ‘call-to-action’ requested Results are measurable Almost “noise-free” Do you think mass marketing will eventually “cease to exist”? Key Differences Mass vs. Direct Marketing Mass marketing build a brand and advertise it distribution to retail customer initiates buying Direct marketing get to know customer because you start recording your transactions with them maybe distribute direct company initiates contact Database Marketing Why use Database Marketing? Five typical applications: 1. 2. 3. 4. 5. Use profiles to find more loyal and responsive prospects Increase customer retention rate, or repurchase rate Increase referrals Increase cross-selling and up-selling Decrease marketing costs Questions that DBM can answer: Which customers are profitable now? Which customers could be more profitable over time? Why are my customers leaving? What channels do customers prefer to buy through? How do I know when and what products to up-sell / cross-sell? Three levels of Direct Marketing Direct marketing drives the business: “stand alone” E.g. ING DIRECT, BELAIRdirect Direct marketing drives part or all of the marketing strategy: integrated E.g. traditional banks Direct marketing is used within the communications mix Peripheral E.g. mailing lists of small retailers Three levels of Direct Marketing DM 1. ‘Stand alone’ 2. Integrated DM DM 3. ‘Peripheral Reasons for Growth More demanding, time-poor consumers women make up higher % of workforce less time to spend on purchase decisions: DM is personal and targeted so saves time Decline in brand loyalty excessive price reductions, increasing retailer power, brand proliferation with DM, identify best customers and reward loyalty Reasons for Growth cont. Proliferation of media media fragmentation makes it difficult to reach customers by traditional media growth opportunities for DM because a cost effective means of reaching customers Demand for accountability often easier to measure effectiveness of DM tactics vs. traditional mass marketing tactics Changing technology continuing drop in computer processing costs Internet Core Concepts of Direct Marketing Customer-based, not product-based Individualized: High Customer Involvement Targeted vs. wide reaching Attract Relationship Buyers, Detract Transaction Buyers Focus on Retention vs. Acquisition Focus: Share of ‘Customer’ or ‘Wallet’ vs. Share of ‘Market’ Measurability: Test & Learn Approach Information-intensive Long-term oriented Industries that have adopted DM Telecommunications / Technology Financial services Automotive Retail Publishing Travel & entertainment Non profit / charities Consumer packaged goods Pharmaceutical Can you think of some examples from each industry? What job opportunities exist? Direct Response Ad Agencies Account Executives, Copywriters, Media Planners & Buyers List Brokers, List Compilers Telemarketing , Internet Account Executives, Script Writers, Centre Managers, Trainers Printers Fulfillment Hardware, Software vendors Financial Services Companies including banks, and insurance organizations Retail Services Industries (bricks and mortar stores, on-line stores) Data Analyst Roles Strategy Development Database Management Relationship Marketing Relationship marketing uses customer databases to record individual characteristics and preferences. Targets individual customers according to their specific needs, and building customer loyalty. Marketers find or create products and experiences tailored to delight individual customers (rather than the opposite). Relationship Marketing •It is the core business strategy that integrates internal processes and functions and external networks to create and deliver value to targeted customers at a profit. It is grounded on high-quality customer data and enabled by information technology F.Buttle, “Customer Relationship Management The 3 Direct Marketing Variables Creative Offer Media The 3 DM Variables: Creative Creative: the “packaging” of the offer in terms of: 1. 2. 3. Copy Layout (design) Theme The 3 DM Variables: Media Direct-response media include: Direct mail Telemarketing Print Broadcast Digital media Some are affinity channels, some are not. The 3 DM Variables: Offer Offer: the promise of the transaction, communicating the benefits of purchase in terms of: The product or service itself Price Payment terms Guarantee Incentives Strategy Corporate/ BU Strategy Marketing Strategy Where, when and how promotional expenditures will be made IMC Strategy Technology Strategy Database Marketing Strategy Campaign A Campaign B Vision/Mission Situation Analysis Competitive Strategy Objectives Target markets Marketing mix Resources Creative Brief Customer insight USP Messages Programs (strategic) Campaign C Campaigns (tactical) RECALL: Setting Direct Marketing Strategy Objectives • What are you trying to achieve? Strategy How are you are going to achieve your objectives? • Are generally broad statements about the approach you are going to take to your business • Strategies provide direction – a set of guidelines which guide your actions • Tactics • Individual campaigns / programs intended to implement the strategy Typical Marketing Strategies 1. 2. 3. 4. 5. 6. Create new profit centers Launch new products Maximize after-market sales Lead generation Drive retail traffic Develop niche markets Marketing Plan Marketing Plan: A document that communicates marketing objectives, activities and resources. Purpose of a marketing plan Sets objectives for sales, profit, market share, new customers, timelines Outlines the target segments and consumer behaviour Specifies the competition and other environmental variables Product, pricing, promotion, distribution Specifies the measurement activities Provides a formal review process Marketing Plan Elements 1. Introduction 2. Executive Summary 3. Situation Analysis (SWOT) a) b) c) d) e) f) Market environment Competitive situation Target group analysis (segmentation) Distribution channels Product situation Research Marketing Plan Elements (cont’d) 4. 5. 6. Opportunity and Issue Analysis Objectives Marketing Strategy 1. 2. 3. 7. 8. 9. IMC strategies Creative brief Technology strategy (data brief) Campaigns (tactics) Metrics Budget Objective Setting GENERIC SPECIFIC Increase market share Increase share of market from 12% to 15% (in Q4) Increase sales revenue Increase sales revenue by 10% to $110MM (in Q4) Maintain prices Maintain an average price of $72.00 per unit thru Q4 Increase margin Achieve a gross margin profit of 40% (in Q4) Generate leads Generate 1200 new leads in Q4 Segmentation A Segment is: A group of customers or prospects with similar characteristics that you have identified for marketing purposes. Segmentation is: The process of dividing larger customer groups into profile groups (or segments) based on one or more meaningful characteristics for targeted marketing purposes. Direct your marketing dollars to where they will do the most good. 28 Segmentation 1. 2. 3. Group customers that respond similarly to various marketing treatments. Establish & refine segments as ongoing points of reference in your business. Segments must be profitable to serve. Segmentation Methods 1. 2. 3. 4. 5. 6. Geographic Demographic Geo-demographic Psychographic Attitudinal Behavioural …or some combination of the above Segmentation: Data Types Purchase behaviour data Segment by customer value (LTV) Segment by customer need Profile data Target existing customers – identify those most likely to respond (ROI-driven marketing) Target new customers more accurately 30 Segmentation: Data Types Segmentation is based on 2 main types of data Behavioural (purchase) data-such as what banks and retailers like Shoppers Drug Mart do (OPTIMUM CARD) Profile data (consumer characteristics)DEMOGRAPHICS or PSYCHOGRAPHICS (Lifestyle attributes) 30 Segmentation Applications & Techniques in Direct Marketing Application Technique Setting budgets LIFE TIME VALUE (LTV) Understanding customers’ value to you RFM (RECENCY, FREQUENCY, MONETARY), LTV Understanding existing customers as individuals: what they want from you Database overlays with external data; profiling/modelling techniques Targeting your spend in order to maximize ROI per campaign Modelling techniques, RFM Profiling existing customers in order to target new customers Profiling/modelling techniques Principles of Direct and Database Marketing, 3 rd Ed., Alan Tapp, pg 58. Discovering opportunities Data Mining • • • is the process of using statistical analysis to detect relevant patterns and trends in purchasing behavior in a database requires task-appropriate software to sift through massive quantities of data helps transform data into marketing information, e.g.: develop models that predict future purchase behavior based on past purchases determine response to marketing programs help forecast sales allows for creation of customer profiles Some Commonly Used Statistical Procedures and Software for DM Statistical Procedures Regression Analysis Cluster Analysis Discriminant Analysis Factor Analysis CHAID (Chi-square automatic interaction detection) Segmentation Applications Segment by customer value Not all customers are created equal - most sales are to a minority of customers PARETO Principle: For most companies the 80/20 rule applies: 20% of customers account for 80% of profits Goal : increase profitability by identifying and focusing on that 20% of customers How much are your customers worth today, their lifetime value (present value of future profits), or their potential value (future growth) given growth 30 Segmentation Applications: LTV Lifetime Value (LTV) Calculate how much profit each customer is likely to be worth to the company Focus marketing strategy Determine allowable marketing spend What it really means is that throughout the time that a customer spends with you, they will generate revenue for you That revenue generated over those years is essentially their lifetime value You can determine, what the value of that customer is today, given how long they will stay, this is all you need to understand about LTV 30 Customer Value Dictates Strategy Best Customers (MVCs) 20% of Customers 80% of Revenue Best hope for new GOLD customers Worst Customers 50% of Customers 1% of Total Revenue Source: Strategic Database Marketing, A. Hughes GOLD Objective: Retain Spend Service Dollars Here Move up Objective: Grow Spend Marketing Dollars Here Unprofitable Objective: Drop or make Profitable Reprice, move up, lose Segmentation Applications Segment by customer need Quite common in marketing to segment by customer need Helps to understand the benefits obtained by different sets of consumers from the same product How: Market Research In house information from your warehouse External psychographic or demographic information (PSYTE) 30 Customer Profiling Customer profiles a way of identifying possible new prospects for your company Divide customer base into segments with similar attributes: purchase behaviour, demographics, lifestyle Works on the principle that our best prospects are like our existing customers 30 Customer Profiling-Helps Find the Low Hanging Fruit GET IT? High $ Low $ Customer Profiling Various ways to create customer profiles, e.g.: – Demographics – Cluster Analysis 30 Customer Profiling: Demographics What are Demographics? • • Facts about people that describe who they are and that we can determine, measure and record e.g. - income, age, presence of children, housing, sex, marital status type of car, occupation etc. Sources • Surveys - ask questions on satisfaction surveys, application forms, contests etc. • Applicant data - banks, insurance, credit card companies Customer Profiling: Cluster Analysis • • Data is searched to find natural groupings, the members of each group having more in common with each other than they do with members of other groups e.g.: – parents of babies – sports enthusiasts – people who read: fiction vs. biographies Software suggests additional purchases that would likely appeal to a customer based on what others in the segment have bought Customer Profiling: Cluster Analysis Applications - e.g.: • Bank - have teller display screens suggest “next product” • Department store - identify households that buy cribs and strollers and target them for baby clothes and infant toys • Start thinking about relationships that might not be obvious - e.g., a U.S. company that sells wine direct discovered: Champagne buyers are more likely to add glassware, chocolates or gift items to their order Red wine buyers more likely to take advantage of full case discounts Buyers of California wine are more likely to add other California wines to their order Major Industry Roles Marketers (Clients) Suppliers Agencies •Brand/Category Management •Account Executives/ Supervisors/ Directors •Media •Regional Management •Creative Services/ Copywriters/ Art Directors •List houses •Segment Management •Global Management •Media measurement •Research Services •Fulfillment houses •Production •Technology vendors/integrators •Media Planners/ Buyers/ Supervisors •Data Processing services Review of Key Terms Direct marketing: • The interactive use of media to stimulate customer response that can be measured and stored using database technology. Relationship (1-to-1) marketing: Marketing messages specifically tailored for individual customers based on information about their preferences and purchases contained in an individual’s database record. Review of Key Terms (cont’d) LTV: Net present value of all future profits to be realized on the average new customer during a given number of years. Lead generation: Direct marketing activity designed to invite inquiries for sales follow-up. Review of Key Terms (cont’d) Direct mail: a direct marketing medium Direct-response advertising: The use of traditional advertising media as a carrier vehicle for a direct marketing message. True/False Database technology allows marketers to create a different marketing mix for each target segment. (T/F) True/False Sustainable competitive advantage comes from making products or services that are very similar to those sold by competitors. (T/F) True/False Alternative direct marketing plans are best evaluated by the amount of sales volume they are expected to generate. (T/F) True/False Marketers should take advantage of all opportunities they see in the marketplace. (T/F) True/False Given that a marketing plan consists of forecasts and estimates, management will never really know if a plan is successful even well after it has been executed. (T/F) Multiple Choice Marketing objectives are usually classified in terms of: A) B) C) D) Timelines Market share Financial targets All of the above. It all starts with the list A list is a collection of names and addresses used by direct marketers to target offers. The list determines: WHO will ultimately receive your message The total number of interactions possible for the campaign The total projected revenue from the campaign List Types and Sources House Lists Internal Combined List Renter A Response Lists Renter B Renter C Compiled Lists House Lists House List: an internal list compiled from internal customer records. Can contain purchase data and purchase patterns A valuable asset House lists can be “bartered” (traded) with strategic partners House List Sources accounting records shipping records records of inquiries warranty cards survey research results Response Lists Response List: an external list made up of individuals who have already exhibited a type of interaction desired by the firm. = “Another firm’s house list” Examples: Buyer lists Attendee/Membership/Seminar Lists Subscription lists Donor lists Compiled Lists Compiled List: an external list that includes records without any previous indication of willingness to respond, but with some defined characteristics. Examples: Consumer compiled list Consumer lifestyle-enhanced list Business compiled list (directories) Example: InfoUSA BusinessUSA: HouseholdsUSA: Physicians & Surgeons: Big Businesses: Manufacturers: Small Business Owners: . 14 million businesses 200 million households 732,000 physicians 218,000 top firms 612,000 manufacturers 4.5 million Discuss If you were purchasing a single response list for an upcoming direct mail campaign, which one would you choose? List A: bought a similar product List B: bought within the category List C: bought something by mail Affinity bought an identical product by mail bought a similar product by mail inquired about your product bought within the category bought something by mail any other action by mail Affinity – Another Perspective Most Effective Least Effective • Active Customers (bought in last x months) • Inactive Customers (bought in > x months) • Former Customers • Select Prospects (high propensity to buy) • Other Prospects RFM Case Study – CAA In your new job as a direct marketer at the CAA, you are responsible for building membership. What are some potential list sources? List Management The role of list managers Selection criteria Seeding Data hygiene List Management Roles List renter: the list “buyer” List compiler: the company or person who compiles the list List broker: an intermediary who: Maintains list hygiene and suppression Provides recommendations, discounts, etc. Typically paid on a commission basis Selection Criteria When was the list last updated? How deliverable is the list? (hygiene) What selections are available, and at what cost? What is the source of the list? Is the list owner a member of the CDMA? What is the rollout potential of the list compared to rollout fees? Size and turnover Selection Criteria - Costs “Premium” lists contain: Recently verified contacts (30-90 days) Proven mail-order buyers Contacts with highly detailed profiles Hard-to-find customer data “Bargain” lists contain: Unconfirmed contacts Inquired instead of purchased Names/addresses only Seeding Seeding: a common practice by list compilers/brokers of adding disguised names and addresses to monitor list usage. Data Hygiene Data hygiene: business processes that maintain the usability of customer data. Reasons: Non-standard/missing address data Incorrect Name Titles, Gender Duplication Inappropriate Gone away, died Demonstration - InfoUSA Use the InfoUSA web site to investigate how many small retail stores could be targeted in the Manhattan area. Selections: Under 20 employees “Excellent” or “Very Good” credit rating Toronto-GTA area (area code 416,905,647) Homework … Sign up for an industry e-newsletter www.1to1.com www.dmn.ca www.crmcommunity.com Peppers & Rogers Consulting Direct Marketing News CRM Community • Determine group for Group Project • Start working on Assignment 1 • Reading • Today covered Chapter 1, 2 and 3 in TAPP textbook • Next week: Chapters 10, 11, and 12 in TAPP textbook, Stone pp. 37-44 • READ the DMN Article handed out in class; “Is it Possible to change public perception of direct marketers as junk mailers, if so how?”. Be prepared to discuss in class next week: http://www.dmn.ca/Articles/Articles/2004/readerforum1.htm