// GLOSSARY
Analytics & Product Glossary
Learn the terminology about analytics, product, and technical terms and get their definitions here.
A
A/B Testing
A/B testing, also known as split testing, is an experimentation method used to compare two or more variants of a webpage, app feature, or marketing campaign to determine which one performs better.
ExperimentationAARRR Metrics
AARRR stands for Acquisition, Activation, Retention, Referral, and Revenue. These five metrics are used to track and optimize the user lifecycle in SaaS or digital products.
MetricsActivation Metrics
Activation metrics measure how well users engage with a product or service after their initial interaction, often tracked by key events like account setup, first-time use, or successful completion of a tutorial.
MetricsActivation Rate
Activation rate is the percentage of users who complete a key action (like onboarding, using a feature, or engaging with the product) after signing up or starting to use the product.
MetricsAnalytics Platform
An analytics platform is a software solution that helps businesses track, analyze, and visualize data related to user behavior, product performance, and marketing efforts.
AnalyticsAnomaly Detection
Anomaly detection is a technique used to identify unusual patterns or outliers in data that deviate significantly from expected behavior.
GeneralAttribution Modeling
Attribution modeling is a method used to assign credit to different touchpoints in a customer's journey that lead to a conversion or desired outcome.
AnalyticsAttribution Window
The attribution window is the period of time during which interactions with a marketing channel are credited for influencing a conversion.
AnalyticsB
Behavioral Analytics
Behavioral analytics involves analyzing user interactions and behaviors within a product to gain insights into how users engage with it.
AnalyticsBehavioral Segmentation
Behavioral segmentation is the practice of dividing users into groups based on their behaviors, such as purchase history, product usage, or engagement level.
User ResearchBehavioral Targeting
Behavioral targeting is a marketing technique that uses data about users’ past behavior.
User ResearchBounce Rate
Bounce rate refers to the percentage of visitors who land on a webpage and leave without interacting with it further.
MetricsBusiness Intelligence (BI)
Business Intelligence (BI) refers to the technologies, processes, and tools used to collect, analyze, and present business data.
Data InfrastructureC
Causal Inference
Causal inference is the process of determining whether and how one variable or action directly causes another.
AnalyticsChurn Analysis
Churn analysis is the process of examining why users stop using a product or service.
AnalyticsChurn Rate
Churn rate is the percentage of customers who stop using a product or service within a given period.
MetricsCohort Analysis
Cohort analysis is a method of analyzing the behavior and performance of a group of users who share a common characteristic or experience within a specific time period.
AnalyticsControlled Experiment
A controlled experiment is a scientific method used to test the effects of a variable by comparing a treatment group.
ExperimentationConversion Funnel
A conversion funnel is the path that a user takes from first becoming aware of your product or service to completing a desired action, such as making a purchase, signing up, or subscribing.
GrowthConversion Optimization
Conversion optimization is the process of improving your website, landing page, or product experience to increase the percentage of visitors or users who complete a desired action.
GrowthConversion Rate
Conversion rate is the percentage of visitors or users who complete a desired action.
MetricsConversion Rate Optimization
Conversion Rate Optimization (CRO) is the process of systematically improving a website or landing page to increase the percentage of visitors who complete a desired action.
GrowthCross-Device Tracking
Cross-device tracking is the process of tracking a user’s interactions and behavior across multiple devices, such as smartphones, tablets, and desktops.
AnalyticsCross-Selling
Cross-selling is a sales strategy that involves offering additional products or services to customers based on what they have already purchased or shown interest in.
GrowthCustomer Acquisition Cost (CAC)
Customer Acquisition Cost (CAC) is the total cost a company incurs to acquire a new customer.
MetricsCustomer Feedback Loop
A customer feedback loop is a process where businesses collect, analyze, and act on feedback from customers to improve products, services, and customer experience.
User ResearchCustomer Journey Mapping
Customer journey mapping is the process of visualizing and analyzing the steps a customer takes from first becoming aware of your product to completing a purchase or becoming a loyal user.
User ResearchCustomer Lifetime Value (CLV or LTV)
Customer Lifetime Value (CLV or LTV) is the predicted net revenue a customer will generate over the entire duration of their relationship with a business.
MetricsCustomer Retention Cost (CRC)
Customer Retention Cost (CRC) is the total cost associated with retaining existing customers.
MetricsCustomer Satisfaction (CSAT)
Customer Satisfaction (CSAT) is a metric used to measure how happy customers are with a company's products, services, or overall experience.
MetricsCustomer Segmentation
Customer segmentation is the process of dividing a customer base into distinct groups based on shared characteristics such as demographics, behavior, or purchasing habits.
User ResearchCustomer Support Metrics
Customer support metrics are quantitative measures used to assess the performance of customer service teams and the quality of support provided to customers.
MetricsD
Data Governance
Data governance is the set of policies, processes, and standards that ensure data is accurate, consistent, secure, and used responsibly within an organization.
Data InfrastructureData Mining
Data mining is the process of analyzing large datasets to uncover hidden patterns, trends, and insights that can be used for decision-making, predictions, and strategic planning.
AnalyticsData Pipeline
A data pipeline is a series of processes and technologies used to collect, transform, and load (ETL) data from various sources into a centralized system, such as a data warehouse or database.
Data InfrastructureData Visualization
Data visualization is the graphical representation of data and information through charts, graphs, and dashboards.
AnalyticsData Warehouse
A data warehouse is a centralized repository where large amounts of structured data from various sources are stored, processed, and made available for analysis.
Data InfrastructureData-Driven Decision Making
Data-driven decision making is the process of making business decisions based on data analysis rather than intuition or personal experience.
Data InfrastructureE
Engagement Metrics
Engagement metrics are the key performance indicators (KPIs) that track how actively users interact with a product, service, or content.
MetricsEngagement Rate
Engagement rate is a metric that measures the level of interaction users have with content, products, or services.
MetricsETL
ETL (Extract, Transform, Load) is a process used in data integration to collect data from various sources, transform it into a usable format, and then load it into a data storage system.
Data InfrastructureEvent Tracking
Event tracking is the process of recording specific user actions (events) on a website or app, such as clicks, form submissions, video views, or purchases.
AnalyticsEvent-Based Analytics
Event-based analytics is a method of tracking and analyzing individual actions or events (e.g., clicks, views, sign-ups) taken by users within an application or website.
AnalyticsExperiment Design
Experiment design is the process of planning and structuring an experiment to test hypotheses, gather data, and draw valid conclusions.
ExperimentationExperimentation Culture
Experimentation culture refers to an organizational mindset where testing, learning, and iteration are prioritized to continuously improve products, processes, and strategies.
ExperimentationF
False Positive Rate
The False Positive Rate (FPR) is a metric that measures the proportion of false positives among all negative instances.
ExperimentationFunnel Analysis
Funnel analysis is the process of tracking users through a series of defined steps (or stages) that lead to a conversion or desired outcome.
AnalyticsFunnel Optimization
Funnel optimization is the process of improving each stage of the conversion funnel to increase the percentage of users who successfully complete the desired action.
GrowthG
GDPR
The General Data Protection Regulation (GDPR) is a regulation by the European Union that governs how companies collect, store, process, and share personal data of EU citizens.
Privacy & ComplianceGrowth Funnel
The growth funnel refers to a series of stages that lead to the growth of a business, particularly around customer acquisition, activation, retention, and revenue.
GrowthGrowth Hacking
Growth hacking is a data-driven approach to achieving rapid business growth, particularly for startups, by experimenting with low-cost marketing techniques and using creative, innovative solutions.
GrowthGrowth Loops
Growth loops are self-reinforcing cycles where an action taken by a user leads to a series of outcomes that generate more users or interactions, which then loop back to create more growth.
GrowthGrowth Metrics
Growth metrics are key performance indicators (KPIs) used to measure and track the growth of a business.
GrowthGrowth Strategy
A growth strategy is a comprehensive plan designed to achieve business expansion.
GrowthH
Heatmaps
Heatmaps are a type of data visualization used to represent the intensity of user interaction on a webpage or application.
AnalyticsHypothesis Testing
Hypothesis testing is a statistical method used to determine whether there is enough evidence in a sample of data to support a particular hypothesis or assumption.
ExperimentationI
Incremental Growth
Incremental growth refers to achieving business growth through small, continuous improvements over time.
GrowthInteractive Testing
Interactive testing involves testing user interactions with a product or feature to understand how users engage with and respond to different elements.
ExperimentationL
Lean Analytics
Lean Analytics is an approach to using data to validate and refine business models quickly and efficiently, with a focus on actionable insights.
AnalyticsLean Experimentation
Lean experimentation is the process of running small, low-cost experiments to test hypotheses, validate assumptions, and gather feedback in a quick and efficient way.
ExperimentationM
Machine Learning
Machine learning is a subset of artificial intelligence (AI) that allows systems to learn from data and improve their performance over time without being explicitly programmed.
ProductMarket-Product Fit
Market-product fit is the degree to which a product satisfies the needs and desires of a specific market.
ProductMarketing Funnel
A marketing funnel is a model that represents the stages a customer goes through before making a purchase.
GrowthMinimum Viable Product (MVP)
A Minimum Viable Product (MVP) is a version of a product with just enough features to satisfy early customers and gather feedback for future development.
ProductModel-Market Fit
Model-market fit refers to the alignment between a business's model and the market's needs.
ProductMultivariate Testing
Multivariate testing is a method of testing multiple variables at once to understand their individual and combined effects on a particular outcome.
ExperimentationP
P-value
The p-value is a statistical measure that helps determine the significance of results in hypothesis testing.
ExperimentationPersonalization
Personalization is the practice of tailoring a product, service, or experience to meet the individual needs and preferences of a user.
User ResearchPredictive Analytics
Predictive analytics is a branch of data analytics that uses statistical algorithms, machine learning, and historical data to predict future outcomes.
AnalyticsPredictive Modelling
Predictive modelling is a statistical technique used to forecast future outcomes based on historical data.
AnalyticsPricing Strategy
A pricing strategy refers to the method used by a business to set the prices of its products or services.
GrowthProduct Adoption Curve
The product adoption curve is a model that illustrates the rate at which customers adopt a new product or innovation.
ProductProduct Analytics
Product analytics refers to the process of tracking, measuring, and analyzing data related to user interactions with a product or service.
AnalyticsProduct Analytics Lifecycle
The product analytics lifecycle is the process of collecting, analyzing, interpreting, and acting on data related to product usage and user behavior.
AnalyticsProduct Roadmap
A product roadmap is a high-level visual representation of a product’s development timeline, outlining key features, milestones, and goals over a specific period.
ProductProduct-Channel Fit
Product-channel fit refers to the alignment between a product and the most effective marketing channels to drive customer acquisition and growth.
ProductProduct-Discovery
Product discovery is the process of understanding user needs, identifying market opportunities, and defining the right features or solutions to build.
ProductProduct-Market Fit
Product-market fit (PMF) is the degree to which a product satisfies the needs of a specific market.
ProductR
Recommendation Engine
A recommendation engine is a system that uses algorithms to suggest relevant content, products, or services to users based on their preferences, behavior, or past interactions.
ProductRegression Analysis
Regression analysis is a statistical method used to understand the relationship between a dependent variable and one or more independent variables.
AnalyticsRetargeting
Retargeting is a form of online advertising that targets users who have previously interacted with your website or app but did not complete a desired action.
GrowthRetention Rate
Retention rate is the percentage of customers who continue to use a product or service over a specified period.
MetricsReturn on Investment (ROI)
Return on Investment (ROI) is a financial metric used to evaluate the profitability of an investment.
MetricsS
Sample Size Calculation
Sample size calculation is the process of determining the number of observations or participants required in a study or experiment to achieve statistically reliable results.
ExperimentationSegmentation
Segmentation is the process of dividing a large customer base into smaller groups based on shared characteristics, such as demographics, behavior, or preferences.
User ResearchSentiment Analysis
Sentiment analysis is the process of using natural language processing (NLP) and machine learning to determine the emotional tone behind words, phrases, or opinions expressed in text.
AnalyticsSplit Testing
Split testing (also known as A/B testing) is the process of comparing two or more versions of a webpage, app screen, or ad to determine which one performs better.
ExperimentationSQL
SQL (Structured Query Language) for analytics refers to using SQL to query, manage, and analyze data stored in relational databases.
Data InfrastructureStatistical Analysis
Statistical analysis is the process of collecting, analyzing, interpreting, and presenting data to uncover patterns, relationships, and trends.
ExperimentationStatistical Confidence
Statistical confidence refers to the level of certainty that a sample statistic accurately represents the population parameter.
ExperimentationStatistical Confidence Interval
A statistical confidence interval is a range of values used to estimate the true population parameter, with a certain level of confidence.
ExperimentationStatistical Power
Statistical power refers to the probability that a statistical test will correctly reject the null hypothesis when it is false.
ExperimentationStatistical Significance
Statistical significance is a measure of whether the results of an experiment or test are likely due to the effect being studied rather than random chance.
ExperimentationT
Test and Learn Culture
A test and learn culture refers to an organizational approach where experimentation, testing, and data-driven learning are central to decision-making.
ExperimentationTrial-to-Paid Conversion Rate
Trial-to-paid conversion rate refers to the percentage of users who convert from a free trial version of a product or service to a paid subscription.
MetricsU
Upselling
Upselling is a sales strategy where a business encourages customers to purchase a more expensive or upgraded version of a product or service they are already considering or have purchased.
GrowthUser Acquisition Channels
User acquisition channels are the different platforms, methods, or strategies used by businesses to attract and acquire new users or customers.
GrowthUser Behavior
User behavior refers to the actions and interactions that users have with a product, service, or platform.
User ResearchUser Engagement
User engagement refers to the level of interaction and involvement users have with a product or service.
User ResearchUser Feedback Loop
A user feedback loop is a continuous process in which businesses gather, analyze, and act on user feedback to improve products and services.
User ResearchUser Flow
User flow is the path that users take to complete specific tasks or achieve their goals within a product or website.
User ResearchUser Journey
A user journey is the complete experience a user has with a product, service, or brand, from the initial interaction to the final outcome.
User ResearchUser Onboarding
User onboarding is the process of guiding new users through a product or service to help them understand its features and start using it effectively.
User ResearchUser Persona
A user persona is a semi-fictional representation of a business’s ideal customer, created based on research and real data about the target audience.
User ResearchUser Retention
User retention is the ability of a product or service to keep users engaged and coming back over a defined period.
User ResearchUser Segmentation
User segmentation is the process of dividing users into distinct groups based on shared characteristics or behaviors.
User ResearchV
Viral Coefficient
The viral coefficient is a metric used to measure how many new users are generated by each existing user through referrals or word-of-mouth.
GrowthViral Loop
A viral loop is a process in which existing users refer new users, who then become active users and refer even more people, creating a cycle of organic growth.
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