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Mobile Analytics Dr. Jared Hansen 2013 survey by “BtoB” of 556 b-to-b marketing professionals who are active in digital marketing ? 2013 survey by “BtoB” of 556 b-to-b marketing professionals who are active in digital marketing Guideline #1. By analogy, data does not equal fish. Data = Water that the fish (insights) might be in. More water isn’t always better. Guideline #2 Use the simplest tool for the question/decision at hand Guideline #2 (corrected) Use the most parsimonious tool for the question/decision at hand Guideline #3 Have Different Metrics for Mobile Web vs. Mobile App There are differences in navigational and usage patterns: Mobile websites = designed around pages – heavily reliant on clicks or taps to capture user interaction (clickstream analysis, pages, visits, visitors) Mobile apps = designed around behaviors – gestures to capture interaction. Measure them. Recognizing the difference between the two – clarify which metrics to capture – help avoid confusion down the road Mobile App Analytics: Descriptive Analysis ? ? ? Guideline #4 Mobile isn’t About the Company’s Products, its about the Customer’s Mind The real transformation associated with mobile is not about phones, and not even about apps. It’s about what happens in the customer’s mind. It’s a complete shift in psychology, a shift from looking things up to just expecting them to be there. --Josh Bernoff (2013) Marketing Strategy for the Mobile Mind Shift R E PA split D CA, IL, NJ split north-south east-west R A W Some communities merge several I states: LA-MS, AL-GA, New England N G C O M M U N I T Y B O U N D A R I E S (2013) How People Really Use Mobile, Harvard Business Review To win consumers' attention and trust, we must think less about what advertising says to its targets and more about what it does for them Is the primary goal of the mobile marketing activity to build awareness? Encourage consideration? Drive purchase? Reinforce loyalty? We must consider the sphere in which the consumer is operating. HBR, 2013, Advertising’s New Medium—Human Experience • • • • • • • • • • The public sphere, where we move from one place or activity to another, both online and off; The social sphere, where we interact with and relate to one another; The tribal sphere, where we affiliate with groups to define or express our identity; The psychological sphere, where we connect language with specific thoughts and feelings. Public Public • TheSphere public sphere, where we move from Sphere • • • • • • • • • one place or activity to another, •Is relevant in itsboth online and off; context The social sphere,•Aligns wherewith we interact goals. with and relate to consumer one another; •Provides utility The tribal sphere, where we affiliate with •Is engaging, groups to define orcompelling, express our identity; The psychological•and sphere, where we refreshing Psychological Tribal connect language with specific thoughts Sphere andSphere feelings. Public Social • TheSphere public sphere, where we move from Sphere •Is relevant in the • • • • • • • • • one place or activity to another, both social context online and off; •Addresses a social The social sphere, need where we interact with and relate to•or one another; solves a social The tribal sphere, where problemwe affiliate with •Facilitates groups to define or express social our identity; The psychological interactions sphere, where we Psychological Tribal connect language with specific thoughts Sphere andSphere feelings. •Addresses Public Public • TheSphere public sphere,individual where wedesires move from Sphere • • • • • • • • • forto another, both one place or activity online and off; •self-expression or identity The social sphere, where we interact •Performs as a social with and relate to signal one another; or a The tribal sphere,•status wheremarker we affiliate with groups to define or expressa our •Provides formidentity; of The psychological affiliation sphere, where we Psychological Tribal •Empowers the connect language with specific thoughts Sphere individual andSphere feelings. Public Public a new • TheSphere public sphere,•Provides where we move from Sphere means of • • • • • • • • • one place or activity to another, both articulating ideas online and off; •Identifies a brand The social sphere, with where interact an we action or with and relate to an one another; attribute to a with The tribal sphere,•Links wherea word we affiliate of our thought groups to define orpattern express identity; the we The psychological•Associates sphere, where Psychological Tribal brand with an connect language with specific thoughts emotion Sphere Sphere and feelings. HBR, 2013, Advertising’s New Medium—Human Experience We’re aware that our customers and prospects are increasingly living on their mobile devices; our mobile marketing activities are meant to enable customers to easily communicate with us, and find the content they’re looking for when and where they want it What really got our attention was seeing five-times the increase in traffic to our 3M.com sites coming from mobile devices compared to the previous year. --David Reynolds-Gooch, Interactive Marketing Group Manager at 3M Share heart and lung sounds with up to four students at once with 3M™ Littmann® Model 3200 Electronic Stethoscopes, a mobile device and Bluetooth® technology. A fantastic stethoscope training tool, the Listen-In Mobile Kit includes five Littmann model 3200 stethoscopes and a dedicated mobile device to link the instructor’s presenting stethoscope with four students. Sounds are shared directly with all four students for a consistent, efficient stethoscope training experience. Other Examples of Connecting to Spheres in Mobile Strategy… • The analytical techniques commonly used in these systems, popularized in the 1990s, • are grounded mainly in statistical methods developed in the 1970s • and data mining techniques developed in the 1980s. Mobile Analytics Growth Factors • The lightweight programming models of the current web services – (e.g., HTML, XML, CSS, Ajax, Flash, J2E) • maturing mobile development platforms such as Android and iOS • have contributed to the rapid development of mobile web services – (e.g., HTML5, Mobile Ajax, Mobile Flash, J2ME) in Mobile Analytics Research • New mobile analytics research is emerging in different areas – mobile sensing apps that are location-aware and activitysensitive; – mobile social innovation for m-health and m-learning; – mobile social networking and crowd-sourcing; – mobile visualization/HCI; and – personalization and behavioral modeling for mobile apps – social, behavioral, and economic models for gamification, – mobile advertising, and social marketing are under way Examples of visualization software Recap • Guideline #1. By analogy, data does not equal fish. Data = Water that the fish (insights) might be in. More water isn’t always better. • Guideline #2 Use the simplest tool for the question/decision at hand • Guideline #3 Have Different Metrics for Mobile Web vs. Mobile App • Guideline #4 Mobile isn’t About the Company’s Products, its about the Customer’s Mind