Target Advertising Effects on Campaign Success
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A Brief Primer on the Economics of Targeted Advertising
ECONOMIC ISSUES A Brief Primer on the Economics of Targeted Advertising by Yan Lau Bureau of Economics Federal Trade Commission January 2020 Federal Trade Commission Joseph J. Simons Chairman Noah Joshua Phillips Commissioner Rohit Chopra Commissioner Rebecca Kelly Slaughter Commissioner Christine S. Wilson Commissioner Bureau of Economics Andrew Sweeting Director Andrew E. Stivers Deputy Director for Consumer Protection Alison Oldale Deputy Director for Antitrust Michael G. Vita Deputy Director for Research and Management Janis K. Pappalardo Assistant Director for Consumer Protection David R. Schmidt Assistant Director, Oÿce of Applied Research and Outreach Louis Silva, Jr. Assistant Director for Antitrust Aileen J. Thompson Assistant Director for Antitrust Yan Lau is an economist in the Division of Consumer Protection of the Bureau of Economics at the Federal Trade Commission. The views expressed are those of the author and do not necessarily refect those of the Federal Trade Commission or any individual Commissioner. ii Acknowledgments I would like to thank AndrewStivers and Jan Pappalardo for invaluable feedback on numerous revisions of the text, and the BE economists who contributed their thoughts and citations to this paper. iii Table of Contents 1 Introduction 1 2 Search Costs and Match Quality 5 3 Marketing Costs and Ad Volume 6 4 Price Discrimination in Uncompetitive Settings 7 5 Market Segmentation in Competitive Setting 9 6 Consumer Concerns about Data Use 9 7 Conclusion 11 References 13 Appendix 16 iv 1 Introduction The internet has grown to touch a large part of our economic and social lives. This growth has transformed it into an important medium for marketers to serve advertising. -
Point of Sale: the Heart of Retailing
POINT OF SALE: THE HEART OF RETAILING Analysis and insights on the latest trends in retail: artificial intelligence, Quick Service Restaurants, and more Capgemini has deep expertise in retail and digital transformation. This is a proficiency developed over countless projects, including those centered on a critical element of retail technology: the Point of Sale. Whether it is called Point of Sale, Point of Service, Point of Contact, or some similar name that encompasses both online and offline purchases, the goal is a financial transaction and, regardless of the name, the interaction with the customer is what ultimately matters most. The market for Point of Sale (POS) evaluation of their POS solution Intel has positioned solutions has changed dramatically only once every 10 to 15 years, over the last couple of years. there is limited knowledge and the following Acquisitions, omnichannel strategy, experience available to complete market trends as demand for a lower Total Cost of the evaluation internally. Ownership (TCO), introduction of influencing the need cloud-based POS solutions, and To help retailers accelerate the for innovative POS the need for real-time analytics POS vendor selection process, capabilities have transformed the Capgemini has developed a proven solutions: industry. As a result, retailers are methodology. The Capgemini POS increasingly confused about the tool, supported by Intel, is a crucial • New store experience-focused route to take when selecting a part of this process. Using this tool capabilities in an era of new POS solution. Just taking the and Capgemini’s methodology, omnichannel commerce most recent Forrester Wave: Point retailers are able to reduce the of Service report or Gartner Magic time taken from identifying a long • Customer demand for Quadrant can provide a starting list of potential vendors to making frictionless experiences, point with some insight on leading their final selection. -
Setting Goals and Objectives Setting Advertising Campaign Goals 1
Department: Journalism and Mass Communication Course Name: M.A. JMC Semester - 4th Semester Paper name: Advanced Public Relations and Advertising Teacher Name: Prof. Manukonda Rabindranath Note: This is for the purpose of reading only but not for any publication. Unit-5 1. Advertising Campaigns: Setting goals and objectives Setting advertising campaign goals 1. Brand Awareness. It is common for marketers to appoint brand awareness as the most important goal in their marketing strategy. 2. Website Traffic. 3. Social Engagement. 4. Displaying Video Ads. 5. Understanding your target audience. Advertising has three primary objectives: to inform, to persuade, and to remind. Informative Advertising creates awareness of brands, products, services, and ideas. It announces new products and programs and can educate people about the attributes and benefits of new or established products. Within these broad goals, companies normally have more specific, quantified objectives, as well. Advertising campaigns are built to accomplish a particular objective or a set of objectives. Such objectives usually include establishing a brand, raising 1 brand awareness. The rate of success or failure in accomplishing these goals is reckoned via effectiveness measures. Following types of Advertising are most effective. • Social Media. With 56% of Americans having a profile with a social networking service, social media is undoubtedly a killer advertising platform to maximize brand recognition and spend as little money as possible. • Print Media. • Television. • Radio. • Direct Mail. • Email. Here's a breakdown of the top four most trusted advertising mediums, according to a recent study by Future Foundation for FEPE International. 1. TV. Twenty-eight percent of consumers believe television advertising is the most trustworthy, making it the most trusted advertising medium. -
Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook
University of Pennsylvania ScholarlyCommons Marketing Papers Wharton Faculty Research 1-2018 Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Dokyun Lee Kartik Hosanagar University of Pennsylvania Harikesh Nair Follow this and additional works at: https://repository.upenn.edu/marketing_papers Part of the Advertising and Promotion Management Commons, Business Administration, Management, and Operations Commons, Business Analytics Commons, Business and Corporate Communications Commons, Communication Technology and New Media Commons, Marketing Commons, Mass Communication Commons, Social Media Commons, and the Technology and Innovation Commons Recommended Citation Lee, D., Hosanagar, K., & Nair, H. (2018). Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook. Management Science, http://dx.doi.org/10.1287/mnsc.2017.2902 This paper is posted at ScholarlyCommons. https://repository.upenn.edu/marketing_papers/339 For more information, please contact [email protected]. Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Abstract We describe the effect of social media advertising content on customer engagement using data from Facebook. We content-code 106,316 Facebook messages across 782 companies, using a combination of Amazon Mechanical Turk and natural language processing algorithms. We use this data set to study the association of various kinds of social media marketing content with user engagement—defined as Likes, comments, shares, and click-throughs—with the messages. We find that inclusion of widely used content related to brand personality—like humor and emotion—is associated with higher levels of consumer engagement (Likes, comments, shares) with a message. We find that directly informative content—like mentions of price and deals—is associated with lower levels of engagement when included in messages in isolation, but higher engagement levels when provided in combination with brand personality–related attributes. -
Improving Transparency Into Online Targeted Advertising
AdReveal: Improving Transparency Into Online Targeted Advertising Bin Liu∗, Anmol Sheth‡, Udi Weinsberg‡, Jaideep Chandrashekar‡, Ramesh Govindan∗ ‡Technicolor ∗University of Southern California ABSTRACT tous and cover a large fraction of a user’s browsing behav- To address the pressing need to provide transparency into ior, enabling them to build comprehensive profiles of their the online targeted advertising ecosystem, we present AdRe- online interests. This widespread tracking of users and the veal, a practical measurement and analysis framework, that subsequent personalization of ads have received a great deal provides a first look at the prevalence of different ad target- of negative press; users associate adjectives such as creepy ing mechanisms. We design and implement a browser based and scary with the practice [18], primarily because they lack tool that provides detailed measurements of online display insight into how their data is being collected and used. ads, and develop analysis techniques to characterize the con- Our paper seeks to provide transparency into the targeted textual, behavioral and re-marketing based targeting mecha- advertising ecosystem, a capability that has not been ex- nisms used by advertisers. Our analysis is based on a large plored so far. We seek to enable end-users to reason about dataset consisting of measurements from 103K webpages why ads of a certain category are being displayed to them. and 139K display ads. Our results show that advertisers fre- Consider a user that repeatedly receives ads about cures for a quently target users based on their online interests; almost particularly private ailment. The user currently lacks a way half of the ad categories employ behavioral targeting. -
A Privacy-Aware Framework for Targeted Advertising
Computer Networks 79 (2015) 17–29 Contents lists available at ScienceDirect Computer Networks journal homepage: www.elsevier.com/locate/comnet A privacy-aware framework for targeted advertising ⇑ Wei Wang a, Linlin Yang b, Yanjiao Chen a, Qian Zhang a, a Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong b Fok Ying Tung Graduate School, Hong Kong University of Science and Technology, Hong Kong article info abstract Article history: Much of today’s Internet ecosystem relies on online advertising for financial support. Since Received 21 June 2014 the effectiveness of advertising heavily depends on the relevance of the advertisements Received in revised form 6 November 2014 (ads) to user’s interests, many online advertisers turn to targeted advertising through an Accepted 27 December 2014 ad broker, who is responsible for personalized ad delivery that caters to user’s preference Available online 7 January 2015 and interest. Most of existing targeted advertising systems need to access the users’ pro- files to learn their traits, which, however, has raised severe privacy concerns and make Keywords: users unwilling to involve in the advertising systems. Spurred by the growing privacy con- Targeted advertising cerns, this paper proposes a privacy-aware framework to promote targeted advertising. In Privacy Game theory our framework, the ad broker sits between advertisers and users for targeted advertising and provides certain amount of compensation to incentivize users to click ads that are interesting yet sensitive to them. The users determine their clicking behaviors based on their interests and potential privacy leakage, and the advertisers pay the ad broker for ad clicking. -
TARGET MARKETS for RETAIL OUTLETS of LANDSCAPE PLANTS Steven C
SOUTHERN JOURNAL OF AGRICULTURAL ECONOMICS JULY 1990 TARGET MARKETS FOR RETAIL OUTLETS OF LANDSCAPE PLANTS Steven C. Turner, Jeffrey H. Dorfman, and Stanley M. Fletcher Abstract male shoppers by age and education as an effective Merchandisers of landscape plants can increase retail strategy. With respect to landscape plants, the effectiveness of their marketing strategies by Turner investigated the influence of socioeconomic identifying target markets. Using a full information characteristics on retail purchases, while Gineo ex- maximum likelihood tobit procedure on a system of amined the characteristics of plants that influence three equations, target markets for different types of landscaper and retailer purchases. retail outlets in Georgia were identified. The results The objective was to investigate the socioeco- lend support and empirical evidence to the premise nomic characteristics of consumers that can be used that different retail outlet types have different target by different types of landscape plant retailers to markets and thus should develop different market segment their markets. This information can be used strategies. The estimated target markets are identi- in identifying different target markets, which could fled and possible marketing strategies suitable for lead to more efficient allocation of marketing and each type of retail outlet are suggested. advertising resources. Key words: landscape plants, target markets, THE MODEL simultaneous equations, tobit. Identifying target markets is important to retailers rT' u-, o ea of landscape plants (Phelps; Altorfer). The success he success of retail merchandisers in identifying of various retailer decisions, such as store location, target markets is important to plant growers. Orna- product pricing, and advertising strategies, are de- mental horticulture grower cash receipts grew from pendent on a better understanding of clientele. -
The Value of Targeted Advertising to Consumers the Value of Targeted Advertising to Consumers
The Value of Targeted Advertising to Consumers The Value of Targeted Advertising to Consumers 71% of Consumers Prefer Ads Targeted to Their Interests and Shopping Habits 3 out of 4 Consumers Prefer Fewer, but More Personalized Ads Only 4% of Consumers Say Behaviorally Targeted Ads Are Their Biggest Online Concern Half (49%) of Consumers Agree That Tailored Ads are Helpful Nearly Half Say the Greatest Benefit of Targeted Ads is in Reducing Irrelevant Ads Next greatest benefits of personalization are product discovery (25%) and easier online shopping (19%) 2 71% of Consumers Prefer Personalized Ads 71% Prefer ads tailored to their interests and shopping habits 75% Prefer fewer, but more personalized ads Consider personalized ads to be targeted based on their online shopping behaviors Source: Adlucent, May, 2016 3 Adlucent surveyed 1000 US consumers in 2016 Only 4% of Consumers Say Behaviorally Targeted Ads Are Their Biggest Online Concern Source: Zogby Analytics and DAA, Apr. 2013. 4 Survey of 1000 US consumers Half of Consumers View Tailored Ads as Helpful • Targeted ads help consumers quickly find the right products and services “Advertising that is tailored to my needs is helpful because I can find the right products 49% and services more quickly.” Agree US Consumers Source: Gfk, March 2014 5 GfK surveyed 1,000 people on their attitudes to targeted advertising in March, 2014 Nearly Half Say the Greatest Benefit of Targeted Ads is in Reducing Irrelevant Ads Consumers list the greatest benefits to personalization to be: • Helping reduce irrelevant ads (46%) • Providing a way to discover new products (25%) • Making online shopping easier (19%) Source: Adlucent, May, 2016 6 Adlucent surveyed 1000 US consumers in 2016 Consumers on Targeted Ads In Their Own Words… “I don’t think ads are bad. -
Restaurant Business Plan Template
Restaurant Business Plan Template 2021 The restaurant business plan is a crucial first step in turning an idea for a restaurant into an actual business. Without it, investors and lenders will have no way of knowing if the business is feasible or when the restaurant will become profitable. Business plans span dozens (or even hundreds) of pages, and due to the stakes that lie within the document and the work required to write it, the process of writing a restaurant business plan can threaten to overwhelm. That’s why BentoBox has created a restaurant business plan template for aspiring restaurant owners. This template makes creating a business plan easier with section prompts for business plan essentials like financial projections, market analysis and a restaurant operations overview. Download the Template Restaurant Business Plan 2 Table of Contents Executive Summary 04 Leadership Team 05 Restaurant Business Overview 06 Industry & Market Analysis 07 Marketing Strategy 08 Operating Model 09 Financial Overview & Projections 11 Appendix & Supporting Documentation 12 Business Plan Glossary 13 Restaurant Business Plan 3 Executive Summary The executive summary provides a 1-2 page overview of the restaurant and its business model. While the details of how the restaurant will succeed will be explained throughout this business plan, this section will both prove the legitimacy OVERVIEW of the restaurant idea while encouraging investors to enthusiastically read through the rest of the plan. Some specific topics that might be covered in the executive summary include: • Restaurant name, service type and menu overview. • A quick mention of why the leader of the restaurant business is positioned to help it succeed. -
Downtown Lebanon Market Analysis & Business Development Plan
Downtown Lebanon Market Analysis & Business Development Plan May 2011 Acknowledgements This project was made possible in part by financial assistance provided by USDA Rural Development and by in-kind contributions from the City of Lebanon and Lebanon Partners for Progress. Downtown Lebanon Retail Market Analysis & Business Development Plan i Contents Introduction................................................................................................... 1 Methodology...............................................................................................................1 Survey Research........................................................................................... 2 Shopper Survey Summary ...........................................................................................2 Business Owner Survey Summary...............................................................................3 Downtown Assessment............................................................................. 4 Overview of Downtown Lebanon Environment ...........................................................4 Competitive Assessment..............................................................................................5 Market Supply............................................................................................... 7 Market Demand..........................................................................................10 Target Markets ..........................................................................................................10 -
Using Market Segmentation Theory to Select Target Markets for Sun Protection Campaigns
University of Wollongong Research Online Faculty of Health and Behavioural Sciences - Papers (Archive) Faculty of Science, Medicine and Health 2005 Using market segmentation theory to select target markets for sun protection campaigns Sandra C. Jones University of Wollongong, [email protected] L. Rees University of Wollongong Danika Hall University of Wollongong, [email protected] A. Tang Cancer Council of New South Wales Follow this and additional works at: https://ro.uow.edu.au/hbspapers Part of the Arts and Humanities Commons, Life Sciences Commons, Medicine and Health Sciences Commons, and the Social and Behavioral Sciences Commons Recommended Citation Jones, Sandra C.; Rees, L.; Hall, Danika; and Tang, A.: Using market segmentation theory to select target markets for sun protection campaigns 2005. https://ro.uow.edu.au/hbspapers/66 Research Online is the open access institutional repository for the University of Wollongong. For further information contact the UOW Library: [email protected] Using market segmentation theory to select target markets for sun protection campaigns Abstract This paper describes the initial steps in target market segmentation and evaluation as part of an industry- linked research project to develop a social marketing program for sun protection. The Project Reference Group developed a set of segmentation evaluation criteria based on recommendations from marketing and health promotion literature, as well as adding criteria specifically eler vant to the industry partner. The process enabled an informed, representative and defensible selection of a primary target market as an initial starting point for further target market research and segmentation. It also demonstrated that bridging terminology from the fields of marketing and health promotion as well as including context- specific ve aluation criteria can enhance target market segmentation in social marketing. -
Selling the Abercrombie and Fitch Image
Driessen UW-L Journal of Undergraduate Research VIII (2005) Message Communication in Advertising: Selling the Abercrombie and Fitch Image Claire E. Driessen Faculty Sponsor: Scott Dickmeyer, Department of Communication Studies ABSTRACT Advertising is a frequently used influential and persuasive means of communication, especially on teens and young adults. Abercrombie and Fitch is a corporation whose advertising methods have been controversial because of the profound effect its message has on the target audience of teens and young adults. Research found Abercrombie and Fitch used its new campaign to communicate four prevalent messages: The look of an Abercrombie & Fitch Person, The one and only Abercrombie & Fitch, The Abercrombie & Fitch life of luxury, and Not making the Abercrombie & Fitch cut. These messages were communicated through numerous venues, and persuaded consumers to purchase the products through identification with the Abercrombie & Fitch image. Keywords: content analysis, message communication, Abercrombie & Fitch, identification INTRODUCTION Less than one year ago Abercrombie & Fitch decided to remove its main form of advertising, the magalog A&F Quarterly, from the market. The controversy created around this company’s advertising is intriguing. The way a company communicates its image to consumers is an interesting method of message communication. Image by itself is “multidimensional constructs containing cognitive and emotional elements” (p. 86). Corporate image also includes “the extent to which each marketing instrument contributes to the brand image and the extent to which that image enhances desired economic behavior of markets” (p.83). Additionally it encompasses “the quality of management, corporate leadership, and employee orientation” (Haedrich, 1993, p.83). This research study will examine the messages communicated to sell the Abercrombie and Fitch image, this will be done by analyzing the messages sent through Abercrombie & Fitch’s advertising and how these messages are packaged.