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Big data
Large and complex sets of information that can reveal patterns and trends.
Customer insights
Deep understandings of customer needs and behaviors that guide marketing.
Marketing information ecosystem (MIE)
The system of people, technology, and processes that manage marketing data.
Competitive marketing intelligence
Information about competitors collected to make better marketing decisions.
Internal databases
Collections of customer and company data kept inside a business.
Behavioral targeting
Tracking customer behaviors to send them personalized ads or offers.
Causal research
Research that tests cause-and-effect relationships.
Customer insight community
A group of customers who share feedback and ideas with a company.
Descriptive research
Research that describes things like customer attitudes, preferences, or demographics.
Digital text analysis
Studying online posts, reviews, or comments to learn about customer opinions.
Ethnographic research
Studying people in their natural environment to understand their behaviors.
Experimental research
Research that changes variables to test how they affect outcomes.
Exploratory research
Research done to gather background information or discover new ideas.
Focus groups
Small groups of people discussing products or ideas led by a moderator.
Interviews
One-on-one conversations to get detailed customer opinions.
Marketing research
Collecting and analyzing data to guide marketing decisions.
Observational research
Watching how people act to learn about their behaviors.
Online focus groups
Virtual discussions with groups of people to get opinions and feedback.
Online marketing survey research
Using online surveys to collect customer data.
Primary data
Information collected directly for a specific research purpose.
Sample
A small group chosen to represent a larger population in research.
Secondary data
Information that already exists and was collected for another purpose.
Survey and questionnaire research
Asking people structured questions to gather data.
Artificial intelligence (AI)
Technology that can analyze data and make decisions like humans.
Customer relationship management (CRM)
Systems that manage a company's interactions with customers.
Marketing analytics
The use of data and tools to measure and improve marketing performance.