SYNTASA DATA SCIENCE SERVICES
|
|
- Mabel Walsh
- 8 years ago
- Views:
Transcription
1 SYNTASA DATA SCIENCE SERVICES A 3 : Advanced Attribution Analysis A Data Science Approach Joseph A. Marr, Ph.D. Oscar O. Olmedo, Ph.D. Kirk D. Borne, Ph.D. February 11, 2015 The content and the concepts presented in this document cannot be copied in full or in part for personal or commercial purposes without the permission of SYNTASA Corp. The content and the concepts of this document are of proprietary nature and owned by SYNTASA Corp.
2 WHY IS ADVANCED ATTRIBUTION ANALYSIS (A 3 ) IMPORTANT? When customers make web purchases it s important to understand what marketing channels drove that purchase and properly attribute purchase credit to them. This understanding enables subsequent advertising spend optimization. Typical attribution analysis utilizes last- click credit, first- click credit, even- click credit, split- credit, and other, arbitrarily chosen models of consumer response behavior. [1] But none of these models are effective at attributing purchase credit, because customer response behaviors vary per customer, per product category and also per industry. These response behaviors are not arbitrary! According to MediaPlex, "...true attribution is both custom and people intensive. You cannot apply a finite set of rules to every company. Nor can you 'guesstimate' the proper credit allocation with any degree of accuracy." [2] We agree. The traditional metrics are no longer sufficient and advanced insights are needed to truly understand what works, what doesn t, and how to improve ROI from marketing dollars. [3] Furthermore, mixed media modeling introduces complexities that render it impractical/impossible for day- to- day decision making. [1] The current choices for attribution analysis modeling therefore boil down to either inadequate, arbitrary models, or to hopelessly complex and impractical models. What s required instead is an attribution analysis framework that accounts specifically for customer, product and industry differences, and that can thereby deliver key, actionable insights from ecommerce data in an understandable way. Enter Syntasa s Advanced Attribution Analysis (A 3 ). WHAT ARE THE BENEFITS OF A 3? Syntasa s A 3 modeling methodology is different because A 3 models are based entirely upon the client s ecommerce data. Actual, measurable ecommerce data therefore drives the client s attribution model choice it is not arbitrary. The resulting A 3 model therefore reflects precisely the clients unique customer and product mixes, and, is situated within the client s specific ecommerce framework. A 3 models deliver a deeper understanding of marketing channel influences and consumer purchase preferences, thus providing marketing professionals with two key benefits: channel ranking and automated customer segmentation. CHANNEL RANKING The most important advertising channels that lead to website visitor conversion (here defined as product purchase) are ranked in importance over time, thereby revealing the highest impact (most influential) marketing channels. Marketers can then focus immediately on these channels. Channel attribution can therefore be calculated per customer, since each customer may arrive at their purchase decision via different channel touch sequences. The following figure displays the results of a channel ranking for two customers who arrive via different channel sequences:
3 It s clear from the figure that different advertising channels (labeled A through H in the figure) impact conversion differently, for different customers. Each advertising channel is therefore graded differently, based on actual ecommerce data and not on uninformed choice. That conclusion stands in stark contrast to conventional attribution models, which treat all advertising channels identically. For example, the popular last click model fails to differentiate between advertising channel effectiveness, but considers only the temporal placement of a channel: the channel immediately preceding the conversion event is assigned the majority of credit for the conversion. An arbitrary credit assignment is therefore imposed upon the chain of advertising channel touches preceding conversion. Those credit assignments are incorrect, but, this situation is regrettably all too common: In practice, the multiple touches a customer makes before a conversion are rarely taken into account when measuring campaign effectiveness across communication channels. [4] The channels that are the most effective at producing conversions should emerge from detailed analysis of a client s empirical website data [5]. Decisions about channel effectiveness should be made based on analysis of these data, and should inform attribution analysis. Advertising spends can then be adjusted accordingly, for maximum revenue impact.
4 AUTOMATED CUSTOMER SEGMENTATION That individual customers respond differently to advertising is obvious. And yet, attribution models in current use do not recognize this fact. All customers are treated equally by these models, and each customer is also assumed to respond equally to various advertising channels. These assumptions contradict the goal of personalization. If customer personalization is therefore the goal, then why are outdated, inapplicable and ineffective attribution models being used to pursue that goal? When our A 3 methodology is applied to a client s ecommerce stream, website visitors become segmented into groups automatically, ranked by the effectiveness of each advertising channel at producing converters: Each website visitor s advertising response behavior embodied in their actual advertising channel touch sequence is correlated with their purchase likelihood. Purchase credit can therefore be attributed across marketing channels in a rational, personalized way. As a result, Syntasa s A 3 methodology enhances personalization because attribution of purchase credit can occur at the level of the individual customer or at whatever level best fit our client s overall marketing strategy. HOW ARE A 3 MODELS CONSTRUCTED AND HOW ARE THEY USED? Syntasa employs advanced data science techniques and targeted numerical experimentation in concert with actual client website purchase data, to reveal the most effective advertising channels. Once revealed, the channels are ranked according to conversion effectiveness. Attribution profiles can therefore be personalized per visitor, and purchase credit assignment computed based on this individualized profile. When the contributions from all purchasers individual attribution profiles are aggregated, the resulting picture illustrates advertising impact across all marketing channels. Syntasa s A 3 methodology is general: It applies equally well to an organization, to a particular brand category, or to individual products. Furthermore, because our methodology is data driven, we can link attribution to actual purchase behaviors as they occur, and, update our model in real time to reflect changes in purchase circumstances, marketing campaigns and even the seasons. Our clients no longer need to remain shackled to outdated, ineffective and possibly misleading attribution model. Syntasa s A 3 methodology fits customized attribution models to our clients unique product mixes and market positions, and, can update these models as frequently as our clients wish.
5 REFERENCES [1]: Kaushik, A., Web Analytics 2.0, Wiley Publishing, [2]: Anthony, M., "Getting It Right: The Road to Genuine Marketing Attribution", MediaPlex, [3]: Latham, S., Observations on the Attribution Market, 7 July 2014, ( [4]: Hongshuang, A.I., and Kannan, P.K., Attributing Conversions in a Multichannel Online Marketing Environment: An Empirical Model and a Field Experiment, Journal of Marketing Research, Vol. 51, No. 1, pp , [5]: Xuhui Shao and Lexin Li Data- driven multi- touch attribution models. In Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '11). ACM, New York, NY, USA, NEXT STEPS For more information, or to schedule a demo of SYNTASA s Advanced Attribution Analysis, please contact: Grant Wagner VP, Sales & Marketing grant.wagner@syntasa.com
MARKETING ANALYTICS AS A SERVICE
MARKETING ANALYTICS AS A SERVICE WEATHER BASED CONTENT PERSONALIZATION Joseph A. Marr, Ph.D. Senior Principal Data Scientist SYNTASA Kirk D. Borne, Ph.D. Advisory Board Member SYNTASA MAY 2014 INTRODUCTION:
More informationPurchase Conversions and Attribution Modeling in Online Advertising: An Empirical Investigation
Purchase Conversions and Attribution Modeling in Online Advertising: An Empirical Investigation Author: TAHIR NISAR - Email: t.m.nisar@soton.ac.uk University: SOUTHAMPTON UNIVERSITY BUSINESS SCHOOL Track:
More informationLuth Research Whitepaper 7/24/2014
Luth Research Whitepaper Are You Seeing The Full Digital Picture? Find out how monitoring your customers entire online journey, not just the last click, can change your ad effectiveness measurement. This
More informationMedia attribution: Optimising digital marketing spend in Financial Services
Media : Optimising digital marketing spend in Financial Services A multi touch study on the role of Facebook, display and search marketing in Financial Services. Executive summary Media solves the key
More informationactionable big data. maximum roi. Making Analytics Make Actionable Sense: PART 2
actionable big data. maximum roi. Making Analytics Make Actionable Sense: PART 2 Why read this paper? The Big Data explosion has had a major fallout component: how do I track and measure all this data
More informationChoosing an. Attribution Solution
Choosing an 1 Attribution Solution a short guide Introduction Online marketing has grown at a fast clip over the years. Recently, however, measurability has led marketers to question the efficiency of
More informationFive Ways Retailers Can Profit from Customer Intelligence
Five Ways Retailers Can Profit from Customer Intelligence Use predictive analytics to reach your best customers. An Apption Whitepaper Tel: 1-888-655-6875 Email: info@apption.com www.apption.com/customer-intelligence
More informationEMAIL MARKETING REPORT. How India Reads Emails
EMAIL MARKETING REPORT How India Reads Emails - A study of 4 billion emails / month - MESSAGE FROM THE CEO A Time to Reflect. A Time to Look Ahead. As we welcome 2016, it's important for email marketers
More informationINTRODUCING RETAIL INTELLIGENCE
INTRODUCING RETAIL GET READY FOR THE NEXT WAVE OF ANALYTICS IN RETAIL By: Dan Theirl Rubikloud Technologies Inc. www.rubikloud.com Prepared by: Laura Leslie Neil Laing Tiffany Hsiao WHAT IS RETAIL? Retail
More informationBenefits of using Marketing Automation Software as part of your content marketing strategy
Benefits of using Marketing Automation Software as part of your content marketing strategy Ann Stanley Managing Director of Anicca Digital @AnnStanley @aniccadigital #ecommercial15 Our brands Generating
More informationBehavioral Segmentation
Behavioral Segmentation TM Contents 1. The Importance of Segmentation in Contemporary Marketing... 2 2. Traditional Methods of Segmentation and their Limitations... 2 2.1 Lack of Homogeneity... 3 2.2 Determining
More informationThe Scientific Guide To: Email Marketing 30% OFF
The Scientific Guide To: Email Marketing 30% OFF Who is this guide for? All Marketing and ecommerce Managers at B2C companies. Introduction Science gives us the power to test assumptions by creating experiments
More informationTop 5 Things to Consider When Evaluating PPC Management Tools
Top 5 Things to Consider When Evaluating PPC Management Tools By William Leake, CEO, For companies just starting out with online marketing, and for many who have been online for years, pay-per-click (PPC)
More informationMake Quality Content Count With Web Analytics
Make Quality Content Count with Web Analytics Rick Allen @epublishmedia edui 2011, October 14 #eduiconf 2 So what? Exactly. 3 [Web analytics] changed the game for marketers and advertisers. But with respect
More informationDATA BROUGHT TO YOU BY
DATA BROUGHT TO YOU BY WHY BEING CUSTOMER-CENTRIC MEANS BEING DATA-DRIVEN A CROSS-CHANNEL ANALYSIS OF HOW MULTI-TOUCH ATTRIBUTION CHALLENGES CATEGORY MARKETING NORMS. Changing habits and the rapid rise
More informationSOLVING. MARKETERS cross-channel. digital conundrum. a strategic guide to real-time marketing IN ASSOCIATION WITH
SOLVING MARKETERS cross-channel digital conundrum a strategic guide to real-time marketing IN ASSOCIATION WITH SOLVING MARKETERS CROSS-CHANNEL DIGITAL CONUNDRUM A strategic guide to real-time marketing
More information"SEO vs. PPC The Final Round"
"SEO vs. PPC The Final Round" A Research Study by Engine Ready, Inc. Examining The Role Traffic Source Plays in Visitor Purchase Behavior January 2008 Table of Contents Introduction 3 Definitions 4 Methodology
More informationHOW THE GAME IS CHANGING: BIG DATA IN RETAIL
BRICK MEETS CLICK BIG DATA UPDATE, 4Q 2013 HOW THE GAME IS CHANGING: BIG DATA IN RETAIL We ve been tracking retailing professionals experiences and attitudes toward big data regularly over the past two
More informationMobile Real-Time Bidding and Predictive
Mobile Real-Time Bidding and Predictive Targeting AdTheorent s Real-Time Learning Machine : An Intelligent Solution FOR Mobile Advertising Marketing and media companies must move beyond basic data analysis
More informationAdobe Analytics Premium Customer 360
Adobe Analytics Premium: Customer 360 1 Adobe Analytics Premium Customer 360 Adobe Analytics 2 Adobe Analytics Premium: Customer 360 Adobe Analytics Premium: Customer 360 3 Get a holistic view of your
More informationTop 5 Reasons to Use Call Tracking
Smarter business solutions Top 5 Reasons to Use Call Tracking Overview For organisations that utilise telephone touch points in their marketing campaigns, the tracking of this important consumer behaviour
More informationPre-qualified fan bases and the metrics that prove their superior worth
Pre-qualified fan bases and the metrics that prove their superior worth An Alchemy Social white paper Pre-qualified fan bases Pre-qualified fan bases and the metrics that demonstrate their superior worth
More informationIS YOUR WEBSITE LEAKING LEADS?
GETSMARTCONTENT ACCOUNT BASED MARKETING IS YOUR WEBSITE LEAKING LEADS? Always Relevant Marketing Catches Missed Opportunities to Connect www.getsmartcontent.com I. THE DREAM OF THE MARKETER It s the dream
More informationInfoGlobalData specialise in B2B Email Lists and Email Appending Services.
InfoGlobalData specialise in B2B Email Lists and Email Appending Services. We provide high quality mailing lists for your email marketing needs. Our data intelligence service can provide valuable insight
More informationIN-DEPTH USE CASE IN-DEPTH USE CASE. drive 9x. increase in reach INFLUENCERS. modernb2b.co
IN-DEPTH USE CASE IN-DEPTH USE CASE drive 9x INFLUENCERS increase in reach INFLUENCER MARKETING THE STATUS QUO For most businesses, social media is about spreading your news and driving awareness. Some
More informationCapturing Near Me Moments: How location-based mobile advertising is changing the marketing landscape
Capturing Near Me Moments: How location-based mobile advertising is changing the marketing landscape A Digital Marketing Depot Whitepaper Introduction: The mobile advertising opportunity Smartphone ubiquity
More informationWeb analytics, Dashboard & Optimization Experts. Web Analytics Audit Best Practices
Web analytics, Dashboard & Optimization Experts Web Analytics Audit Best Practices The Importance of Conducting a Web Analytics Audit When people hear the word audit there are a few stereotypical things
More informationREAL ESTATE FIRMS INVESTMENT FIRMS INSURANCE FIRMS CUSTOM DIGITAL MARKETING SOLUTIONS FOR ALL
REAL ESTATE FIRMS INVESTMENT FIRMS INSURANCE FIRMS CUSTOM DIGITAL MARKETING SOLUTIONS FOR ALL Targeted Email Newsletters Showcase your properties Target the right group of customers. Promotional emails
More informationEnsighten Activate USE CASES. Ensighten Pulse. Ensighten One
USE CASES Ensighten Activate Ensighten One Ensighten Pulse Use Case: On-Site Targeting based on Off-Site Display Ad Deliver relevant content to customers after they viewed or clicked through an Off-Site
More informationWhy Google Analytics Doesn t Work for E-Commerce
Why Google Analytics Doesn t Work for E-Commerce Why Google Analytics Doesn t Work for E-Commerce Customers they are the core of e-commerce. Because their buying behaviour has become so complex, businesses
More informationDigital Marketing to the Digital Self: Winning with Social & Predictive Marketing
PREDICTIVE SOCIAL MARKETING MEDIA Digital Marketing to the Digital Self: Winning with Social & Predictive Marketing Matt Langie Adobe Matt Langie @mattlangie The Four Challenges to Measuring ROI from Social
More informationFive Ways to Grow Your Agency with Inbound Marketing
Five Ways to Grow Your Agency with Inbound Marketing 1 2 3 4 5 The inbound marketing opportunity for agencies The way B2B prospects research and buy products has changed dramatically over recent years.
More informationIncreasing Marketing ROI with Optimized Prediction
Increasing Marketing ROI with Optimized Prediction Yottamine s Unique and Powerful Solution Smart marketers are using predictive analytics to make the best offer to the best customer for the least cost.
More informationAttribution Playbook
Attribution Playbook Contents Marketing attribution in Google Analytics 4 Plan your approach to attribution 5 Select your attribution models 6 Start modeling in Google Analytics 8 Build customized models
More informationIntroducing IBM Digital Analytics Lifecycle
Introducing IBM Digital Analytics Lifecycle Perfecting the science of the customer journey Contents 1. Introduction 2. Why IBM Digital Analytics Lifecycle? 3. Understanding the customer lifecycle 4. Pinpointing
More informationWorkingClix TM. In strategic partnership with
Results are never click deep WorkingClix TM 1 Impressions Clicks 2 User Activity Optimization 4 3 Dedicated Landing Pages Conversion Tracking 5 6 ROI Analysis The WorkingClix Advantage Standard Campaign
More informationWeb Advertising Personalization using Web Content Mining and Web Usage Mining Combination
8 Web Advertising Personalization using Web Content Mining and Web Usage Mining Combination Ketul B. Patel 1, Dr. A.R. Patel 2, Natvar S. Patel 3 1 Research Scholar, Hemchandracharya North Gujarat University,
More informationTrue Marketing Optimization A Marketswitch Paper
True Marketing Optimization A Marketswitch Paper Abstract Goals have changed for today s enterprise marketing organizations. While once measured by the sheer amount of marketing activity they were generating,
More informationTransforming Big Data Into Smart Advertising Insights. Lessons Learned from Performance Marketing about Tracking Digital Spend
Transforming Big Data Into Smart Advertising Insights Lessons Learned from Performance Marketing about Tracking Digital Spend Transforming Big Data Into Smart Advertising Insights Lessons Learned from
More informationShallow Review of Online Advertising
Shallow Review of Online Advertising There are four main types of online advertising: 1. Search Engine Marketing: Techniques that increase a sites visibility in search engine results. 2. Social Media Marketing:
More informationRedEye DATA: THE UGLY BABY OF MULTI-CHANNEL PERSONALISATION MATTHEW KELLEHER - CCO
RedEye DATA: THE UGLY BABY OF MULTI-CHANNEL PERSONALISATION MATTHEW KELLEHER - CCO CONTENTS Introduction What are you trying to achieve? pg 3 Multi-Channel Personalisation What is it? pg 4 Building Blocks
More informationSmall & Medium-sized Business (SMB) Lead Generation Benchmark Report
Small & Medium-sized Business (SMB) Lead Generation Benchmark Report Ascend2 Research Conducted in Partnership with Allegra. This work is licensed under the Creative Commons Attribution-NonCommercial 3.0
More informationSocial Media Strategy
Marketing Strategy and Performance Benchmarks Social Media Strategy Research Summary Report Ascend2 Research Conducted in Partnership with Leading Marketing Solution Providers Social Media Strategy Research
More informationSend hyper-personalized emails based on revolutionary predictive algorithms and increase email revenues by 30%.
Send hyper-personalized emails based on revolutionary predictive algorithms and increase email revenues by 30%. Companies using both the Salesforce Marketing Cloud and predictive marketing from AgilOne,
More informationMeasure the Value of Customer Experience Improvements
WHITE PAPER Measure the Value of Customer Experience Improvements Customer Experience Value Analysis connects customer initiatives to tangible financial impact. A TeleTech Company Table of Contents Key
More informationMARKETING AUTOMATION: HOW TO UNLOCK THE VALUE OF YOUR CRM DATA
: HOW TO UNLOCK THE VALUE OF YOUR CRM DATA Kynetix Technology Group Introduction People who remember using a Rolodex to keep track of their clients consigned this little piece of history to the back of
More informationAnalytics for Pros. SEMpdx
Analytics for Pros SEMpdx ISITE Design $39.5 IN 2012 BILLION $62 BILLION BY 2016 http://www.go-gulf.com/blog/online-ad-spending WHY WEB ANALYTICS IS IMPORTANT TO SEM AND ONLINE ADVERTISING Prove to people
More informationHotelier s Web Analytics Action Plan: Turning Knowledge into ROI-Focused, Action-Oriented Results
March 2010 Hotelier s Web Analytics Action Plan: Turning Knowledge into ROI-Focused, Action-Oriented Results I By Jason Price & Mariana Mechoso Safer Hospitality is an information intensive business. Hotel
More informationYour Toughest Questions. Answered
Introduction Are you setting aggressive, yet reasonable goals for your SEO program? Are you consistently measuring and tracking your results, but not seeing progress as soon as expected? If you are experiencing
More informationEmail Engagement Based on Time and Frequency
Email Engagement Based on Time and Frequency February 2015 update Email marketers should be very familiar with the Click-Through Rate (CTR) metric for emails. The metric is defined as number of recipients
More informationSEPTEMBER 2015 RETAIL ADVERTISING REPORT CARD MAKING THE GRADE IN AN OMNICHANNEL WORLD
SEPTEMBER 2015 RETAIL ADVERTISING REPORT CARD MAKING THE GRADE IN AN OMNICHANNEL WORLD IS YOUR DIGITAL MARKETING MAKING THE GRADE? A 7% These days, everyone is an omnichannel consumer. We shop in stores,
More informationPPC Plan Proposal. Exioms - "Dream Never Sleep"
PPC Plan Proposal PPC Program involves managing ad campaigns, selecting the right keywords and the right bid to ensure not only a high click rate but one that ensures high conversions rate also, understanding
More informationConnecting the Dots: Maximizing Your ROI with Attribution Reporting
Connecting the Dots: Maximizing Your ROI with Attribution Reporting Forthea Interactive We are an award-winning digital marketing agency that believes there are right ways and wrong ways to spend marketing
More informationMarketing Mix Modelling and Big Data P. M Cain
1) Introduction Marketing Mix Modelling and Big Data P. M Cain Big data is generally defined in terms of the volume and variety of structured and unstructured information. Whereas structured data is stored
More informationData-driven Multi-touch Attribution Models
Data-driven Multi-touch Attribution Models Xuhui Shao Turn, Inc. 835 Main St. Redwood City, CA 94063 xuhui.shao@turn.com Lexin Li Department of Statistics North Carolina State University Raleigh, NC 27695
More informationWhat is online? Offline?
Splinternet What is online? Offline? Web Windows Mobile Game Consoles Digital Asset FiOS TV Widgets Facebook Apps iphone Apps Android Apps One person? Multiple channels? Windows Mobile Web Game Consoles
More informationMultichannel marketing: creating a competitive advantage in today s complex marketing landscape For marketing and customer intelligence executives
Multichannel Marketing Solution Brief Multichannel marketing: creating a competitive advantage in today s complex marketing landscape For marketing and customer intelligence executives Executive summary
More informationDeploying Insights from Online Banking Analytics in Incremental Innovation
Universal Banking Solution System Integration Consulting Business Process Outsourcing The relevance of online analytics to banking In its 2010 report on the state of online banking in the United States,
More informationCLICKS DON T MATTER The Need For A Better Measure of Digital Media Effectiveness
WHITE PAPER: THE NEED FOR A BETTER MEASURE OF DIGITAL MEDIA EFFECTIVENESS CLICKS DON T MATTER The Need For A Better Measure of Digital Media Effectiveness MARKETING IN THE DIGITAL AGE 50% of my advertising
More information31 Examples of how Microsoft Dynamics CRM Integrates with Marketing Automation
31 Examples of how Microsoft Dynamics CRM Integrates with Marketing Automation Manage Email Campaigns In-House 1. Quickly Design Emails Save time creating marketing emails using drag and drop template
More informationAnytime - Anywhere ARE YOU THE NEXT MARKETING ADVISER. Digital Marketing Program
Anytime - Anywhere ARE YOU THE NEXT MARKETING ADVISER Digital Marketing Program Introduction Welcome to Scandlearn s Digital marketing program Start: 6 July 2015 End: 29 June 2016 Digital Marketing as
More informationMarketing Funnels integrated into your Customer Journey Maps: A Winning Combination
B2C Marketing Management Marketing Funnels integrated into your Customer Journey Maps: A Winning Combination On most websites the most common path is usually followed by less than five percent of visitors,
More informationCase Study: Closing The Loop
Case Study: Closing The Loop Connect digital marketing data and offline sales data to get true ROI with this cost-effective approach to Customer Intelligence. As digital marketing techniques and technologies
More informationWEB ANALYTICS Where to Begin
WEB ANALYTICS Where to Begin e-book SPOILER ALERT! People love the Internet. A lot. In fact, 92% of online adults rely on search engines when looking for information 1. That means your audience s first
More informationWhy Automation Should Drive Your Marketing Engagement, Starting Now
Why Automation Should Drive Your Marketing Engagement, Starting Now Do we need a marketing automation system? If you re planning on marketing in 2016 and beyond, the answer is Yes. The truth of the matter
More informationCoolaData Predictive Analytics
CoolaData Predictive Analytics 9 3 6 About CoolaData CoolaData empowers online companies to become proactive and predictive without having to develop, store, manage or monitor data themselves. It is an
More informationAn Integrated Approach to Digital Marketing through Web Analytics
I D C V E N D O R S P O T L I G H T An Integrated Approach to Digital Marketing through Web Analytics June 2005 Adapted from Worldwide Web Analytics Software Applications 2005-2008 Forecast and Analysis:
More informationWhere s my real ROI? White Paper #1 February 2014. expert Services
Where s my real ROI? White Paper #1 February 2014 expert Services revenue costs The growing confidence of advertisers and agencies in mobile marketing requires an effective and veridical sort of ROI metrics.
More informationDELIVERING RELEVANCE How to Increase Engagement and Drive Results with Web Personalization
BEST PRACTICES GUIDE DELIVERING RELEVANCE How to Increase Engagement and Drive Results with Web Personalization oho.com 617 499 4900 @ohointeractive What is Web Personalization? Websites have long been
More informationDigital Enterprise. White Paper. Multi-Channel Strategies that Deliver Results with the Right Marketing Attribution Model
Digital Enterprise White Paper Multi-Channel Strategies that Deliver Results with the Right Marketing Model About the Authors Vishal Machewad Head Marketing Services Practice Vishal Machewad has over 13
More informationIBM Coremetrics Web Analytics
IBM Coremetrics Web Analytics Analytics to power digital marketing optimization and execution Highlights Real-time Key Performance Indicators (KPIs) suitable for marketers from finance, retail, content
More informationThe Marketers Guide To Measuring Social Engagement
The Marketers Guide To Measuring Social Engagement ORIGAMI LOGIC EXECUTIVE SUMMARY Social media is increasing in importance as a marketing channel, with investment expected to rise to over 18% of total
More informationKnow Your Buyer: A predictive approach to understand online buyers behavior By Sandip Pal Happiest Minds, Analytics Practice
Know Your Buyer: A predictive approach to understand online buyers behavior By Sandip Pal Happiest Minds, Analytics Practice Introduction Retail and E-commerce are one of the first industries that recognized
More informationBest Practices for a Lead Management Strategy
Best Practices for a Lead Management Strategy Table of Contents Introduction Chapter 1: Define Your Lead Management Process Chapter 2: Include All Demand-Generation Stakeholders Chapter 3: Create Buyer
More informationIntegrating Extole with Adobe Analytics
Integrating Extole with Adobe Analytics Overview The Extole platform easily integrates with Adobe Analytics, passing campaign and event data directly into your Analytics reporting suite. All Extole customers
More informationThree proven methods to achieve a higher ROI from data mining
IBM SPSS Modeler Three proven methods to achieve a higher ROI from data mining Take your business results to the next level Highlights: Incorporate additional types of data in your predictive models By
More informationCUSTOMER EXPERIENCE MATURITY MODEL
Lars Birkholm Petersen E: Lpe@sitecore.net T: @LarsBirkholm CUSTOMER EXPERIENCE MATURITY MODEL It used to be so easy... Remember when... It was all about Technology Launch and forget websites Success was
More informationSalesXperts Solution Marketing Technology Sales Leads
SalesXperts Solution Marketing Technology Sales Leads Qualified Sales Leads for Technology Firms 11871 Horseshoe Way, Suite 1121 Richmond, BC V7A 5H5 Canada 1-866-377-1980 info@salesxperts.com www.salesxperts.com
More informationBruce Rogers. Forbes. Chief Insights Officer and Head of the CMO Practice
Publish or Perish Bruce Rogers Forbes Chief Insights Officer and Head of the CMO Practice Publish or Perish A CMO Roadmap for Managing, Systematizing, and Optimizing The Marketing Content Supply Chain
More informationDriving Results with. Dynamic Creative
Driving Results with Dynamic Creative Introduction In the world of digital advertising, reaching people is no longer the number one problem brands face when they plan a campaign. Ad networks and servers,
More informationSTATE OF B2B VIDEO MARKETING 2015
STATE OF B2B VIDEO MARKETING 2015 Research Report - November 2015 WHO WE SPOKE TO B2B marketers are giving increasing importance to video marketing, as suggested by the various studies that have been done
More informationFrom Web Analytics to Engagement Analytics
white paper From Web Analytics to Engagement Analytics Table of Contents Executive Summary 1 Engagement Analytics 2 Measuring Quality with Engagement Value Points 2 Engagement Analytics Examples 5 Overall
More informationIs All Data Created Equal?
Is All Data Created Equal? A Comparison of First and Third-Party Data in Campaign Performance Is All Data Created Equal? Much of the data that digital marketers rely on to target their ideal prospects
More informationOverview, Goals, & Introductions
Improving the Retail Experience with Predictive Analytics www.spss.com/perspectives Overview, Goals, & Introductions Goal: To present the Retail Business Maturity Model Equip you with a plan of attack
More informationHow to increase Marketing Efficiency to Gain and Retain Customers
How to increase Marketing Efficiency to Gain and Retain Customers How marketing automation and CRM can help a midsized business consolidate data, improve customer information, streamline marketing efforts,
More informationDIGITAL MARKETING. be seen. CHANNELADVISOR DIGITAL MARKETING ENABLES RETAILERS TO: And many more
DATA SHEET be seen. DIGITAL MARKETING With more and more digital marketing channels introduced each year, it can be hard to keep track of every place you re advertising let alone how each of your products
More informationto drive targeted marketing
Marketing Forward is using customer preferences to drive targeted marketing Experian Marketing Services and Bass Pro Shops increase customer response through data-driven marketing Introduction Bass Pro
More informationIntroduction to Integrated Marketing: Lead Scoring
Introduction to Integrated Marketing: Lead Scoring Are You Making The Most Of Your Sales Leads? Lead scoring is a key missing link in many B2B marketing strategies. According to a recent Gartner study,
More informationRETURN ON WORD OF MOUTH
RETURN ON WORD OF MOUTH SPONSORS PREFACE By 2014 WOMMA Chairman, Brad Fay Many companies -- from McKinsey and Boston Consulting Group to Nielsen and my own company, the Keller Fay Group -- have produced
More informationHow value attribution will shape the future of affiliate marketing
How value attribution will shape the future of affiliate marketing November 2013 By Matt Swan, Client Strategist, Affiliate Window The latest white paper from Affiliate Window s Strategy and Business Intelligence
More informationAdvanced Retargeting Balancing the art and science of online sales conversions
Contents Intro...2 Multi-Network Solution Advantages...3 The Dynamics of Dynamic Messaging...4 Relationship Building...6 Increasing Engagement...6 Measuring Attribution Beyond Clicks...8 Optimization -
More informationLionShare knows the Landscape
LionShare knows the Landscape LionShare has a long-standing commitment to the health care industry. For more than 20 years we have partnered with hospitals and health systems across the country to make
More informationTTI Summer Forum London, 2012. Barbara Pezzi, Director Web Analytics & Search Optimization
TTI Summer Forum London, 2012 Barbara Pezzi, Director Web Analytics & Search Optimization This Session: Marketing Tracking & Web Analytics Web Analytics Any successful online marketing initiative requires
More informationDetermine the True Value of Each Marketing Channel
Determine the True Value of Each Marketing Channel Research by Digital Relevance using client data from Jan -Dec 2011 Please feel free to share digital copies of this ebook with your colleagues. You may
More informationOnline Marketing Training
Online Marketing Training Level: 1 Duration: 3 Days Time: 9:30 AM - 4:30 PM Cost: 697 Overview Online Marketing is all about ensuring your business, product or service is maximising the potential of the
More informationIn recent years, many companies have embraced CRM tools and
The State of Campaign Management in the United States and the United Kingdom To better understand marketing challenges, Accenture surveyed marketing professionals in the United States and United Kingdom
More informationRetail Analytics: Game Changer for Customer Loyalty
Cognizant 20-20 Insights Retail Analytics: Game Changer for Customer Loyalty By leveraging analytics tools and models, retailers can boost customer loyalty by creating a personalized shopping experience
More informationEMAIL MEDIA SOLUTIONS FOR THE HOSPITALITY INDUSTRY
EMAIL MEDIA SOLUTIONS FOR THE HOSPITALITY INDUSTRY Email Media Solutions for the Hospitality Industry Our Email Media Offering allows you to add targeted, centrally-controlled signatures and marketing
More informationMarketing Automation 2.0 Closing the Marketing and Sales Gap with a Next-Generation Collaborative Platform
Marketing Automation 2.0 Closing the Marketing and Sales Gap with a Next-Generation Collaborative Platform 4 Contents 1 Executive Summary 2 Defining Marketing Automation 2.0 3 Marketing Automation 1.0:
More informationPresented by Sam shetty Nov 2012. Online marketing
Presented by Sam shetty Nov 2012 Online marketing Agenda The Digital landscape Online marketing, Which one is right for me? Planning your SEO implementation SEO process PPC Social media Mobile websites
More information