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Marketing Attribution Glossary

Master the language of data-driven marketing with our comprehensive glossary of 359+ terms covering marketing attribution, e-commerce analytics, and digital advertising.

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359Terms
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22A-Z Sections

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A

A/B Testing

A/B Testing compares two versions of a webpage or app to determine which performs better. It identifies changes that inc...

Conversion Optimization

Abandoned Cart Email

Abandoned Cart Email is an automated email sent to customers who added items to their cart but did not complete the purc...

Ecommerce Marketing

Ad Campaign

Ad Campaign is a set of advertising messages sharing a single idea and theme, appearing across different media within a ...

Advertising

Ad Exchanges

Ad Exchanges are digital marketplaces enabling advertisers and publishers to buy and sell advertising space through real...

Advertising

Ad Fraud

Ad Fraud illegitimately generates ad impressions, clicks, or conversions to create revenue. It skews attribution models,...

Advertising

Ad Impression

Ad Impression is a single instance of an advertisement displaying on a webpage. Impressions are a key input for models m...

Advertising

Ad Inventory

Ad Inventory is the total ad space a publisher has available to sell. Understanding ad inventory characteristics helps e...

Advertising

Ad Network

Ad Network is a company connecting advertisers with websites hosting advertisements. Ad networks provide data for measur...

Advertising

Ad Server

Ad Server is a web server storing and delivering advertisements to website visitors. Ad server logs are a critical data ...

Advertising

Ad Spend

Ad Spend is the total amount invested in advertising campaigns. It is measured against Return on Ad Spend (ROAS) to eval...

Metrics

Affiliate Marketing

Affiliate Marketing is performance-based marketing where a business rewards affiliates for each customer brought through...

General Marketing

Agentic Checkout

Checkout executed by an AI agent on a user's behalf, typically via API or a hosted agent flow: no browser session, no th...

Ecommerce

Agentic Commerce

Agentic commerce is shopping performed by AI agents on a customer's behalf: the agent finds, selects, and purchases prod...

Ecommerce

AI Shopping Agent

An AI shopping agent is software that completes purchases for a user: it searches, compares, and checks out via APIs, wi...

Ecommerce

Algorithmic Attribution

Algorithmic Attribution is a data-driven model using machine learning to analyze each touchpoint's impact in the custome...

Attribution

Ambassador Program

Ambassador Program is a marketing initiative where loyal customers or influencers promote a brand. They receive perks or...

Ecommerce Marketing

Analysis Paralysis

Analysis Paralysis occurs when overthinking prevents decision-making or forward action. In e-commerce, too many data poi...

Conversion Optimization

Analytics

Analytics is the systematic computational analysis of data. It reveals customer behavior and measures campaign performan...

Ecommerce Marketing

Anomaly Detection

Anomaly Detection identifies rare events or observations that differ significantly from the majority of data. It reveals...

Analytics

App Attribution

App Attribution identifies which marketing campaigns drive mobile app installs and opens. It shows marketers what drives...

Attribution

Artificial Intelligence

Artificial Intelligence (AI) is intelligence demonstrated by machines. It automates tasks, personalizes experiences, and...

Analytics

Association vs. Causation

Association indicates a relationship between two variables. Causation means a change in one variable directly produces a...

Causal Inference

Attribution

Attribution identifies user actions that contribute to a desired outcome and assigns value to each. It reveals which mar...

Attribution

Attribution Dashboard

An Attribution Dashboard visualizes marketing data to show which touchpoints and channels contribute to conversions. It ...

Attribution

Attribution Debt

Attribution debt is the gap between what your ad platforms claim drove revenue and what actually caused it, carried quar...

Attribution

Attribution Discrepancy

Attribution Discrepancy is the variance in conversion data reported between different marketing analytics platforms. It ...

Attribution

Attribution Model

An Attribution Model defines how credit for conversions is assigned to marketing touchpoints. It dictates how marketing ...

Attribution

Attribution Modeling

Attribution Modeling is a framework for assigning credit for conversions to various touchpoints in the customer journey....

Attribution

Attribution Platform

Attribution Platform is a software tool that connects marketing activities to customer actions. It tracks touchpoints ac...

Attribution

Attribution Provider

Attribution Provider is a technology company that offers software to track and analyze marketing channel effectiveness. ...

Attribution

Attribution Report

Attribution Report shows which touchpoints or channels receive credit for a conversion. It identifies which campaigns dr...

Attribution

Attribution Software

Attribution Software measures campaign impact by tracking customer interactions across touchpoints. It assigns value to ...

Attribution

Attribution Window

Attribution Window is the defined period after a user interacts with a marketing touchpoint, during which a conversion c...

Attribution

Attrition Bias

Attrition Bias occurs when participants who leave a study or marketing funnel differ systematically from those who remai...

Causal Inference

Audience Targeting

Audience Targeting divides consumers into segments based on characteristics and behaviors, then tailors marketing messag...

General Marketing

Average Order Value (AOV)

Average Order Value (AOV) measures the average total of every order placed over a defined period. It is calculated by di...

Ecommerce Metrics

Average Treatment Effect (ATE)

Average Treatment Effect (ATE) is the average causal effect of a treatment on an outcome in a population. It is the diff...

Causal Inference

Average Treatment Effect on the Treated (ATT)

Average Treatment Effect on the Treated (ATT) is the average causal effect of a treatment on those who received it. It m...

Causal Inference

B

B2B Ecommerce

B2B Ecommerce refers to the online sale of goods or services between businesses. Causal analysis helps understand the un...

Ecommerce

B2C Ecommerce

B2C Ecommerce sells goods or services from a business to a consumer through an online platform. Understanding consumer b...

Ecommerce

Backdoor Criterion

Backdoor Criterion identifies a sufficient set of variables to control for confounding between a treatment and an outcom...

Causal Inference

Backlink

Backlink is a link from one website to another. It signals authority and impacts search engine rankings....

Ecommerce Marketing

Bayesian Inference

Bayesian Inference updates the probability of a hypothesis based on new evidence. It refines marketing attribution by in...

Attribution

Behavioral Targeting

Behavioral Targeting delivers ads to users based on their past online behavior. It personalizes campaigns, but its causa...

Advertising

Beta Testing

Beta Testing releases a product to a limited audience to identify bugs and gather feedback. It occurs before a full prod...

Ecommerce Marketing

Big Data

Big Data refers to data sets too large or complex for traditional processing. Analyzing big data provides accurate and g...

Analytics

BigCommerce

BigCommerce is a SaaS ecommerce platform. It provides retailers with features for SEO, marketing, and multi-channel sell...

Ecommerce Marketing

Black Friday

Black Friday is the day after Thanksgiving in the United States. It marks the start of the Christmas shopping season and...

Ecommerce Marketing

Blinding

Blinding is a procedure where one or more parties in an experiment do not know which treatment subjects received. It pre...

Causal Inference

Bounce Rate

Bounce rate is the percentage of website visitors who leave after viewing only one page. A high bounce rate indicates lo...

Conversion Optimization

Brand Community

Brand community is a group of people who share an interest in a specific brand. They create a social universe around it....

Ecommerce Marketing

Brand Equity

Brand equity is the value a company generates from a recognizable product name compared to a generic equivalent. It refl...

General Marketing

Brand Marketing

Brand Marketing builds brand awareness, recognition, and emotional connection with consumers over time....

Ecommerce Marketing

Brand Safety

Brand Safety ensures online advertising does not appear in contexts that damage a brand's reputation. This protects the ...

Advertising

Brand Strategy

Brand Strategy is a long-term plan for developing a successful brand. It defines brand positioning and messaging to achi...

Ecommerce Marketing

Brand Voice

Brand Voice is the distinct personality a brand uses in its communications. It includes tone, style, and expressed value...

Ecommerce Marketing

Bundle

A Bundle packages several products together and sells them as a single unit. This often includes a discounted price....

Ecommerce Marketing

Buy Now, Pay Later (BNPL)

Buy Now, Pay Later (BNPL) services allow customers to purchase items and pay for them in installments over time. BNPL op...

Ecommerce

C

Call to Action (CTA)

A Call to Action (CTA) is a prompt on a website that tells the user to take a specific action. A CTA drives conversions....

Conversion Optimization

Campaign Effectiveness

Campaign effectiveness measures how well a marketing campaign meets its objectives. Causality Engine provides insights i...

General Marketing

Cart Abandonment

Cart abandonment occurs when a customer adds items to an online shopping cart but leaves without completing the purchase...

Conversion Optimization

Case Study

A case study is an in-depth analysis of a particular instance or event. Marketers use it to demonstrate a product's or s...

Ecommerce Marketing

Causal Analysis

Causal Analysis identifies true cause-and-effect relationships in data, moving beyond correlation to show how marketing ...

Attribution

Causal Attribution

Causal Attribution uses causal inference to determine which marketing touchpoints genuinely cause conversions, not just ...

Attribution

Causal Chain

A Causal Chain is a sequence of events where each event causes the next, leading from an initial cause to a final effect...

Causal Inference

Causal Discovery

Causal Discovery infers causal relationships from data, using statistical methods and machine learning to uncover a syst...

Causal Inference

Causal Forests

Causal Forests are a machine learning method that estimates heterogeneous treatment effects, extending random forests fo...

Causal Inference

Causal Inference

Causal Inference determines the independent, actual effect of a phenomenon within a system, identifying true cause-and-e...

Attribution

Causal Model

A Causal Model is a mathematical representation describing the causal relationships between variables, used to reason ab...

Causal Inference

Causal Pathway

A Causal Pathway is the sequence of events through which a cause produces an effect....

Causal Inference

Causality

Causality is the relationship where one event directly causes another, essential for identifying specific actions that d...

Causal Inference

Causation

Causation is the relationship where a change in one variable directly causes a change in another....

Attribution

Checkout Flow

The Checkout Flow is the series of steps a customer takes to purchase a product on an e-commerce website....

Conversion Optimization

Checkout Optimization

Checkout Optimization improves the checkout process to increase conversions and reduce cart abandonment....

Ecommerce

Choice Overload

Choice Overload is a cognitive process where too many options make decision-making difficult, possibly reducing conversi...

Conversion Optimization

Churn Rate

Churn Rate measures the number of individuals or items moving out of a collective group over a specific period. It is a ...

Conversion Optimization

Click

Click is the action a user takes to interact with a digital advertisement, redirecting them to a website or landing page...

Attribution

Click-Through Rate (CTR)

Click-Through Rate (CTR) is the ratio of users who click on a specific link to the total users who view a page, email, o...

Conversion Optimization

Cognitive Load

Cognitive Load refers to the amount of working memory resources used. In web design, minimizing cognitive load makes it ...

Conversion Optimization

Collider

A Collider is a variable in a directed acyclic graph (DAG) that two or more other variables cause. Conditioning on a col...

Causal Inference

Community Building

Community Building is the process of creating and nurturing a group of customers or fans who share a common interest in ...

Ecommerce Marketing

Confidence Interval

Confidence Interval is a statistical range of values that likely contains the true value of a metric. In marketing analy...

Attribution

Confirmation Bias

Confirmation Bias is the tendency to search for, interpret, favor, and recall information that confirms one's prior beli...

Conversion Optimization

Confounding

Confounding is a distortion of the estimated treatment effect when a third variable, a confounder, associates with both ...

Causal Inference

Confounding Variable

Confounding Variable is an unmeasured factor that influences both the marketing input and the desired outcome, distortin...

Attribution

Content Marketing

Content Marketing is a strategic approach focused on creating and distributing valuable content to attract and retain an...

General Marketing

Contextual Advertising

Contextual Advertising places ads on web pages based on the page's content, ensuring ad relevance without relying on per...

Advertising

Contextual Targeting

Contextual Targeting places advertisements on websites or media based on the content being viewed, offering a privacy-fr...

Analytics

Control Group

Control Group is a segment of an audience intentionally not exposed to a marketing campaign, used to measure the campaig...

Attribution

Conversion

Conversion is a specific, desired action a user takes in response to a marketing message, such as a purchase or a sign-u...

Attribution

Conversion Funnel

Conversion Funnel is the defined path a user takes through a website or app to complete a desired conversion....

Conversion Optimization

Conversion Optimization

Conversion Optimization is the systematic process of increasing the percentage of website visitors who complete a desire...

Ecommerce Marketing

Conversion Path

Conversion Path is the sequence of interactions a user has with various touchpoints before completing a desired action....

Attribution

Conversion rate

Conversion Rate is the percentage of website visitors who complete a desired action out of the total number of visitors....

Retail Commerce

Conversion Rate Optimization (CRO)

Conversion Rate Optimization (CRO) is the systematic process of increasing the percentage of website visitors who comple...

Ecommerce

Cookie

Cookie is a small piece of data stored on a user's computer by a web browser, used for tracking behavior, personalizing ...

Analytics

Cookie Policy

Cookie Policy informs users about website cookie use and how the site collects and uses their data....

Ecommerce Marketing

Copywriting

Copywriting is writing text for advertising or marketing to persuade readers to take a specific action....

Ecommerce Marketing

Correlation

Correlation is a statistical measure showing a relationship between variables; it does not imply causation....

Attribution

Cost Per Acquisition (CPA)

Cost Per Acquisition (CPA) measures the average cost to acquire a single customer....

Attribution

Cost Per Click (CPC)

Cost Per Click (CPC) is a digital advertising metric representing the price an advertiser pays for each click on their a...

Attribution

Cost Per Lead Cpl

Cost Per Lead (CPL) measures the cost to acquire a single potential customer....

Attribution

Cost Per Mille (CPM)

Cost Per Mille (CPM) is a digital advertising pricing model where advertisers pay for one thousand ad impressions....

Advertising

Counterfactual

Counterfactual is a hypothetical outcome that would have occurred if a subject had received a different treatment....

Causal Inference

Counterfactual Analysis

Counterfactual Analysis determines the causal impact of an action by comparing actual outcomes to what would have happen...

Attribution

Counterfactual Thinking

Counterfactual Thinking involves creating alternative scenarios to past events, contrary to what actually happened....

Analytics

Cross Channel Attribution

Cross Channel Attribution determines how different marketing channels and touchpoints contribute to customer conversions...

Attribution

Cross Device Attribution

Cross Device Attribution connects a user's interactions across multiple devices. It allows marketers to understand the f...

Attribution

Cross-Device Tracking

Cross-Device Tracking identifies and tracks a user's activity across multiple devices. This provides a complete view of ...

Analytics

Cross-selling

Cross-selling is a sales technique that encourages customers to buy related products. Causal analysis identifies the mos...

Ecommerce

Customer acquisition

Customer acquisition attracts new customers to a business. For e-commerce, this means driving the right traffic to the w...

Retail Commerce

Customer Acquisition Cost (CAC)

Customer Acquisition Cost (CAC) is the cost to convince a consumer to buy a product or service. It measures marketing ca...

Conversion Optimization

Customer Advocacy

Customer Advocacy is a form of customer service where companies prioritize customer interests. It builds trust and loyal...

Conversion Optimization

Customer Engagement

Customer Engagement refers to the ongoing interactions between a company and its customers. It builds relationships and ...

Ecommerce Marketing

Customer Experience

Customer Experience is the overall perception customers form from all interactions with a company....

Ecommerce Marketing

Customer Feedback

Customer Feedback is information customers provide about their experience with a product or service. It directly improve...

Conversion Optimization

Customer journey

Customer journey is the path and sequence of interactions customers have with a website. Customers use multiple devices ...

Retail Commerce

Customer Journey Mapping

Customer Journey Mapping is the process of visually representing the customer's path. It clarifies and improves the cust...

Conversion Optimization

Customer Lifetime Value (CLV)

Customer Lifetime Value (CLV) predicts the net profit from a customer's entire future relationship. It identifies valuab...

Attribution

Customer Loyalty

Customer Loyalty results from consistent positive experiences, satisfaction with product attributes, and perceived value...

Conversion Optimization

Customer Relationship Management (CRM)

CRM (Customer Relationship Management) is technology for managing all company interactions with customers and prospects....

Ecommerce

Customer Satisfaction

Customer Satisfaction measures how well a company's products and services meet or exceed customer expectations. It is a ...

Conversion Optimization

Cyber Monday

Cyber Monday is the Monday after Thanksgiving, known for significant online shopping deals. It consistently ranks as one...

Ecommerce Marketing

D

d-separation

d-separation is a graphical criterion that determines conditional independence between sets of variables in a Directed A...

Causal Inference

Dark Patterns

Dark patterns are user interfaces designed to trick users into unintended actions. These deceptive practices should be a...

Conversion Optimization

Dashboard

A dashboard is a visual display of key information required to achieve specific objectives. It consolidates data onto a ...

Ecommerce Marketing

Dashboards

Dashboards are graphical user interfaces that provide at-a-glance views of key performance indicators (KPIs). They monit...

Analytics

Data Driven Attribution

Data-Driven Attribution uses machine learning to analyze customer touchpoints and assign conversion credit. It determine...

Attribution

Data Layer

A data layer is a JavaScript object that passes information from a website to a tag management system. It ensures consis...

Analytics

Data Management Platform (DMP)

A Data Management Platform (DMP) collects and manages data to create audience segments for targeted advertising. DMPs fo...

Analytics

Data Privacy

Data Privacy is the ability of an organization to control what data it shares with third parties. It protects sensitive ...

Ecommerce Marketing

Data Warehousing

Data Warehousing is the process of collecting, storing, and managing data in a data warehouse. It provides a foundation ...

Analytics

Demand-Side Platform (DSP)

Demand-Side Platform (DSP) is a software platform advertisers use to buy advertising automatically. DSPs allow advertise...

Advertising

Deterministic Attribution

Deterministic Attribution links conversions to specific marketing touchpoints with certainty. It uses unique identifiers...

Attribution

Difference In Differences

Difference In Differences is a quasi-experimental method that estimates the causal effect of an intervention. It compare...

Attribution

Digital Analytics

Digital Analytics is the measurement, collection, and analysis of data from websites and mobile apps to understand user ...

Attribution

Digital Marketing

Digital Marketing uses electronic devices or the internet for marketing efforts. This includes search engines, social me...

Ecommerce Marketing

Direct Response Marketing

Direct Response Marketing elicits an immediate consumer response. This includes making a purchase or signing up for a se...

Ecommerce Marketing

Direct Traffic

Direct Traffic refers to website visitors who arrive by typing the URL directly into their browser or through bookmarks....

Ecommerce Marketing

Direct-to-Consumer (D2C)

Direct-to-Consumer (D2C) is a business model where a company produces and ships products directly to buyers. It bypasses...

Ecommerce

Directed Acyclic Graph (DAG)

Directed Acyclic Graph (DAG) is a graphical representation of causal relationships between variables. Nodes represent va...

Causal Inference

Display Ads

Display ads are visual advertisements, such as banners, images, and videos, that appear on websites and apps within an a...

Advertising

Do-Calculus

Do-Calculus is a set of rules for manipulating probability distributions to estimate the causal effect of an interventio...

Causal Inference

Double Machine Learning

Double Machine Learning is a statistical method for estimating causal parameters when high-dimensional confounding exist...

Causal Inference

Drip Campaign

Drip Campaign is a series of automated emails sent on a schedule or triggered by user actions to nurture leads....

Ecommerce Marketing

Dynamic Content

Dynamic Content is web content that changes based on user behavior, preferences, and interests....

Conversion Optimization

E

Ecommerce Platform

Ecommerce Platform is software that allows businesses to sell products online. It manages inventory, payments, and custo...

Ecommerce Marketing

Ecommerce Platforms

Ecommerce Platforms are software applications that manage an online business's website, marketing, sales, and operations...

Ecommerce

Econometrics

Econometrics applies statistical methods to economic data to provide empirical content to economic relationships. It pro...

Causal Inference

Email List

Email List is a collection of email addresses a business gathers from visitors and customers. These individuals opt in t...

Ecommerce Marketing

Email Marketing

Email Marketing is sending commercial messages to a group of people using email. Every email sent to a potential or curr...

General Marketing

Endogeneity

Endogeneity occurs when an explanatory variable correlates with the error term in a statistical model, leading to biased...

Attribution

Exit Rate

Exit rate is the percentage of visitors who leave a website from a specific page. A high exit rate on a page indicates a...

Analytics

Exit-Intent

Exit-intent technology detects when a website visitor plans to leave the site. It triggers a popup or offer to retain th...

Conversion Optimization

Exogeneity

Exogeneity is a property where a variable in a statistical model does not correlate with the error term. This allows for...

Causal Inference

Experimentation

Experimentation in marketing conducts controlled tests to determine the causal impact of specific actions. This includes...

Analytics

Experiments

Experiments are scientific procedures that test hypotheses or demonstrate facts. In marketing, experiments like A/B test...

Causal Inference

F

Facebook Ads

Facebook Ads are paid advertisements appearing on Facebook and Instagram. Businesses use them to target specific audienc...

Ecommerce Marketing

First Click Attribution

First Click Attribution assigns all conversion credit to the first marketing touchpoint. Causal inference evaluates if f...

Attribution

First Party Data

First-Party Data is data collected directly from your audience or customers. This data provides the most valuable insigh...

Ecommerce Marketing

First-Party Cookie

A First-Party Cookie is a cookie set by the website a user visits. These cookies provide essential website functionality...

Analytics

First-Price Auction

A First-Price Auction is an auction where the winning bidder pays the price they bid. This model dominates programmatic ...

Advertising

First-Touch Attribution

First-Touch Attribution gives 100% of conversion credit to the first marketing touchpoint a customer interacted with. Th...

Analytics

Flash Sale

A Flash Sale is a discount or promotion offered by an e-commerce store for a short period. It creates urgency and drives...

Ecommerce Marketing

Form Optimization

Form Optimization improves online forms to increase completion rates. This involves making forms shorter, easier to use,...

Conversion Optimization

Frontdoor Criterion

Frontdoor Criterion identifies a mediating variable to estimate the causal effect of a treatment on an outcome when unme...

Causal Inference

Funnel Optimization

Funnel Optimization improves each stage of a marketing or sales funnel to increase overall conversion rates....

Ecommerce Marketing

I

Identity Resolution

Identity Resolution connects and matches customer data from various sources. It creates a single, unified view of each c...

Analytics

Immortal Time Bias

Immortal Time Bias occurs in observational studies when the follow-up period includes time where the outcome cannot happ...

Causal Inference

Impression

An Impression counts each time an ad or content displays on a user's screen. It measures exposure, not engagement....

Attribution

Incremental ROAS (iROAS)

Incremental ROAS (iROAS) is revenue that would not have happened without the ad, divided by the ad spend. It counts only...

Attribution

Incrementality

Incrementality measures the true causal impact of a marketing campaign. It quantifies the additional conversions or reve...

Attribution

Incrementality Testing

Incrementality Testing measures the additional impact of a marketing campaign. It compares exposed and control groups to...

Attribution

Influencer

An Influencer affects purchase decisions due to their authority, knowledge, or relationship with their audience. They dr...

Ecommerce Marketing

Influencer Marketing

Influencer Marketing uses endorsements and product placements from individuals with dedicated social followings. It uses...

Social Media

Information Architecture (IA)

Information Architecture (IA) is the structural design of shared information environments, organizing and labeling conte...

Conversion Optimization

Instagram Shopping

Instagram Shopping allows businesses to tag products in posts and stories, enabling direct purchases within the Instagra...

Ecommerce Marketing

Instrumental Variable

Instrumental Variable is a causal analysis method that estimates a variable's true effect when controlled experiments ar...

Attribution

Interaction Effect

An Interaction Effect occurs when one variable's effect on an outcome depends on another variable's level....

Causal Inference

Interrupted Time Series (ITS)

Interrupted Time Series (ITS) is a quasi-experimental design that evaluates an intervention's effect by comparing outcom...

Causal Inference

Intervention

An Intervention is an action taken to produce a change in an outcome....

Causal Inference

Inverse Probability Weighting (IPW)

Inverse Probability Weighting (IPW) is a statistical method that estimates causal effects from observational data by wei...

Causal Inference

iOS 26 Attribution

The measurement impact of iOS 26's Advanced Fingerprinting Protection: click identifiers (fbclid, gclid, ttclid) are str...

Attribution

M

Machine Learning

Machine Learning involves computer algorithms that improve automatically through experience and data. It applies to task...

Analytics

Machine Learning Attribution

Machine Learning Attribution uses algorithms to analyze customer journeys and assign credit to marketing touchpoints. It...

Attribution

Macroconversions

Macroconversions are the primary conversion goals for a website, such as a purchase or a sign-up. They represent the ult...

Conversion Optimization

Magento

Magento is an open-source e-commerce platform built on PHP, providing flexibility and scalability for large online store...

Ecommerce Marketing

Marginal Structural Model (MSM)

A Marginal Structural Model (MSM) is a statistical model that estimates the causal effect of a time-varying treatment fr...

Causal Inference

Market Share

Market share represents the percentage of a market a specific entity controls. It indicates a company's competitiveness ...

General Marketing

Marketing Analytics

Marketing analytics measures, manages, and analyzes marketing performance to improve effectiveness and ROI. It tracks da...

Attribution

Marketing Attribution

Marketing attribution assigns credit to marketing touchpoints that contribute to a conversion or sale. Causal inference ...

Attribution

Marketing Debt

Marketing debt is the compounding cost of budget decisions made on wrong attribution. Each quarter a brand allocates spe...

Attribution

Marketing Funnel

A marketing funnel describes the customer's journey with a company, from initial awareness to purchase. It maps routes t...

General Marketing

Marketing Mix

The marketing mix is the set of actions a company uses to promote its brand or product. It traditionally includes produc...

Ecommerce Marketing

Marketing Mix Modeling

Marketing Mix Modeling (MMM) is a statistical analysis that estimates the impact of marketing and advertising campaigns ...

Attribution

Marketing ROI

Marketing ROI (Return on Investment) measures the return from marketing spend. It evaluates the effectiveness of marketi...

General Marketing

Matching

Matching is a statistical technique that reduces bias in observational studies. It pairs treated subjects with similar c...

Causal Inference

Media Coverage

Media coverage is the reporting of news and events by media outlets. It builds brand awareness and credibility....

Ecommerce Marketing

Media Mix Modeling

Media Mix Modeling is a statistical technique that measures the collective impact of marketing and advertising on sales....

Attribution

Mediation Analysis

Mediation analysis is a statistical method that explains how a treatment affects an outcome. It separates direct effects...

Causal Inference

MER vs ROAS

MER (marketing efficiency ratio) is total revenue divided by total ad spend; ROAS is revenue credited to a specific chan...

Attribution

Metrics

Metrics are quantifiable measures that track and assess business process status. They evaluate campaign performance and ...

Analytics

Microconversions

Microconversions are small user actions that lead to a larger conversion goal. Examples include email sign-ups or video ...

Conversion Optimization

Mobile Commerce (mCommerce)

Mobile Commerce (mCommerce) involves online sales transactions using wireless electronic devices. It impacts how consume...

Ecommerce

Mobile Optimization

Mobile Optimization adjusts website content to improve the experience for visitors on mobile devices. This ensures site ...

Ecommerce Marketing

Multi-Touch Attribution

Multi-Touch Attribution assigns credit to multiple marketing touchpoints across the customer journey. It provides a comp...

Attribution

Multivariate Testing

Multivariate Testing modifies multiple variables to determine which combination performs best....

Conversion Optimization

P

P Value

P Value indicates the probability an observed result occurred by chance. A low p-value suggests a campaign's impact is s...

Attribution

Paid Media

Paid media requires payment to feature content. This includes advertising, sponsored posts, and paid search....

Ecommerce Marketing

Paid Traffic

Paid traffic consists of website visitors who arrive through paid advertising channels. Examples include Google Ads and ...

Ecommerce Marketing

Pay-Per-Click (PPC)

Pay-Per-Click (PPC) is an advertising model where advertisers pay when a user clicks their ad. Causal attribution accura...

Ecommerce

Payment Gateways

Payment Gateways authorize and process credit card payments for online and physical stores. The choice of gateway causal...

Ecommerce

People Based Attribution

People Based Attribution connects marketing exposures to individuals across devices and channels. It provides a unified ...

Attribution

Performance Marketing

Performance Marketing is a digital marketing type where advertisers pay only for specific actions like clicks, leads, or...

Ecommerce Marketing

Personalization

Personalization tailors a service or product to specific individuals or groups. In marketing, personalization increases ...

Conversion Optimization

Personas

Personas are fictional characters representing different user types for a service, product, or brand. They help understa...

Conversion Optimization

PESO Model

The PESO Model categorizes media into Paid, Earned, Shared, and Owned channels. It provides a framework for integrated m...

Ecommerce Marketing

Pinterest Marketing

Pinterest Marketing uses Pinterest to promote products and drive traffic to e-commerce stores. It works well for visuall...

Ecommerce Marketing

Pixel Tracking

Pixel Tracking uses a small, invisible image on a webpage or email to monitor user behavior. It tracks conversions and b...

Analytics

Placebo Effect

The Placebo Effect is a beneficial outcome from a treatment attributed to a patient's belief, not the treatment itself. ...

Causal Inference

Podcast

A Podcast is a digital audio file available online for download. Brands use podcasts for content marketing and to establ...

Ecommerce Marketing

Pop-Up Ads

Pop-Up Ads are online advertisements that appear in a new browser window over the current page. Many users block them du...

Advertising

Post Click Conversion

Post Click Conversion is a desired action a user completes after clicking an advertisement. It directly links user actio...

Attribution

Post View Conversion

Post View Conversion occurs when a customer converts after seeing an ad but without clicking it. This metric shows the i...

Attribution

Potential Outcomes Framework

Potential Outcomes Framework defines the causal effect of a treatment as the difference between potential outcomes under...

Causal Inference

Privacy Policy

Privacy Policy is a statement disclosing how a website collects, uses, discloses, and manages customer data....

Ecommerce Marketing

Private Marketplace (PMP)

Private Marketplace (PMP) is an invite-only, real-time bidding auction where a publisher invites select advertisers to b...

Advertising

Probabilistic Attribution

Probabilistic Attribution uses statistical modeling and machine learning to estimate the likelihood a marketing touchpoi...

Attribution

Product Feed

Product Feed is a file containing product lists and their attributes. It distributes product information to shopping cha...

Ecommerce Marketing

Product Launch

Product Launch is the process of introducing a new product to the market. This includes marketing campaigns, public rela...

Ecommerce Marketing

Product Market Fit

Product Market Fit is the degree to which a product satisfies a strong market demand. It marks a critical milestone for ...

Ecommerce Marketing

Product Page

Product Page is a webpage dedicated to a single product. It includes images, descriptions, pricing, and purchase options...

Ecommerce Marketing

Product Pages

Product Pages are individual pages on an e-commerce site that describe a specific product. They provide detailed informa...

Ecommerce

Product Recommendations

Product Recommendations are a personalization technique that suggests products to customers. These suggestions align wit...

Ecommerce

Profit Margin

Profit margin measures profitability, calculated as net income divided by revenue and expressed as a percentage....

Ecommerce Marketing

Propensity Score

A propensity score is the probability a unit receives a specific treatment given observed characteristics. It reduces se...

Methodology

Propensity Score Matching

Propensity Score Matching is a statistical method that estimates the causal effect of a treatment from observational dat...

Attribution

Public Relations

Public relations manages information flow between an organization and the public. It builds and maintains a positive pub...

Ecommerce Marketing

Purchase Frequency

Purchase frequency measures how often customers buy from a business. It is a key metric for understanding customer behav...

Ecommerce Marketing

R

Randomization

Randomization: The process of assigning subjects to treatment and control groups by chance. This minimizes confounding a...

Causal Inference

Randomized Control Trial Rct

Randomized Control Trial RCT: An experimental method that measures the true causal impact of a marketing action. It rand...

Attribution

Randomized Controlled Trial (RCT)

Randomized Controlled Trial (RCT): A study design where subjects are randomly assigned to a treatment or control group. ...

Causal Inference

Real-Time Bidding (RTB)

Real-Time Bidding (RTB): A method of buying and selling digital advertising in real-time through an instantaneous auctio...

Advertising

Referral Program

Referral Program: A marketing strategy that encourages existing customers to refer new customers. It often offers reward...

Ecommerce Marketing

Regression Analysis

Regression Analysis is a statistical method that models the relationship between a dependent variable and independent va...

Attribution

Regression Discontinuity Design

Regression Discontinuity Design is a quasi-experimental method that measures an intervention's impact by examining subje...

Attribution

Regression to the Mean

Regression to the Mean describes the phenomenon where an extreme variable measurement tends to be closer to the average ...

Causal Inference

Repeat Purchase Rate

Repeat Purchase Rate is the percentage of customers who have made more than one purchase. It indicates customer loyalty ...

Ecommerce Marketing

Retargeting

Retargeting is online advertising that targets users who have previously interacted with your website or content. Attrib...

Social Media

Return on Ad Spend (ROAS)

Return On Ad Spend (ROAS) measures the total revenue generated for each dollar spent on advertising. It indicates campai...

Attribution

Return on Investment (ROI)

Return on Investment (ROI) is a ratio between net income and investment. It evaluates the efficiency of an investment....

Analytics

Revenue

Revenue is the total income generated by the sale of goods or services related to a company's primary operations....

Ecommerce Marketing

Rich Media

Rich media is a digital ad that includes advanced features like video or audio to encourage interaction. It provides mor...

Advertising

Rich Snippets

Rich snippets are enhanced search results that display additional information beyond the standard title, URL, and meta d...

Ecommerce Marketing

Rules Based Attribution

Rules Based Attribution assigns credit for conversions to marketing touchpoints using predefined formulas. It relies on ...

Attribution

S

SaaS

SaaS is a software licensing and delivery model where software is licensed on a subscription basis and hosted centrally....

Ecommerce

Sales Funnel

A Sales Funnel maps the journey a customer takes when making a purchase. Causal analysis identifies and fixes leaks in t...

Ecommerce

Scarcity Marketing

Scarcity Marketing is a tactic that uses the psychological principle of scarcity to increase product demand. It makes a ...

Conversion Optimization

SDK (Software Development Kit)

An SDK (Software Development Kit) is a collection of software development tools in one installable package. It facilitat...

Analytics

Search Engine Optimization (SEO)

SEO is the practice of improving website content and structure to rank higher in search engine results pages and drive o...

Ecommerce Marketing

Seasonal Marketing

Seasonal Marketing involves campaigns timed around specific seasons, holidays, or events. This capitalizes on increased ...

Ecommerce Marketing

Second-Price Auction

A Second-Price Auction is an auction where the winning bidder pays the price of the second-highest bid. This model was c...

Advertising

Segmentation

Segmentation divides a broad market into sub-groups based on shared characteristics. This allows for more targeted marke...

Analytics

Selection Bias

Selection Bias occurs when data points selected for analysis do not represent the target population. This leads to disto...

Attribution

Session

A Session is a group of user interactions with your website within a given timeframe. It can include multiple page views...

Analytics

Shopify

Shopify is an ecommerce platform for creating online stores and selling products. Attribution modeling shows which marke...

Ecommerce

Shopify Pixel Optimized Mode

Shopify's January 2026 App Pixel default that throttles events sent to ad platforms when attribution signals are missing...

Attribution

Shopping Cart

A Shopping Cart is software that processes online purchases. Its design directly impacts cart abandonment rates....

Ecommerce

Shopping Feed

A Shopping Feed is a file listing products and their attributes for display and advertising. Causal analysis improves sh...

Ecommerce

Simpson's Paradox

Simpson's Paradox shows a trend in data that reverses when groups combine. It proves association does not equal causatio...

Causal Inference

Sitemap

A Sitemap is a file that provides search engines with information about a site's pages and their relationships. A well-s...

Ecommerce

Social Proof

Social Proof is the psychological tendency for people to adopt the actions of others. Marketers use it to increase conve...

Conversion Optimization

Split Testing

Split Testing is a method of running controlled, randomized experiments. It tests website changes to improve conversion ...

Conversion Optimization

Spurious Correlation

Spurious Correlation is a statistical relationship between variables that are not causally linked. It occurs due to coin...

Causal Inference

Statistical Significance

Statistical Significance measures the probability that observed results are not due to random chance. It confirms the re...

Product Analytics

Structural Causal Model (SCM)

Structural Causal Model (SCM) is a mathematical framework representing causal relationships between variables. It uses e...

Causal Inference

Structural Equation Modeling

Structural Equation Modeling is a statistical method analyzing complex relationships between multiple variables. It test...

Attribution

Subscription Model

Subscription Model is a business model where customers pay a recurring price for product or service access. It generates...

Ecommerce

Supply-Side Platform (SSP)

A Supply-Side Platform (SSP) is a software platform publishers use to sell advertising automatically. SSPs provide data ...

Advertising

Survivorship Bias

Survivorship bias is the logical error of focusing on successful outcomes while ignoring failures. This leads to false c...

Causal Inference

Synthetic Control Method

The Synthetic Control Method estimates the causal effect of an intervention in a single case study. It constructs a 'syn...

Causal Inference

T

Tag Management System (TMS)

A Tag Management System (TMS) is a software solution that manages and deploys marketing tags on websites or mobile apps....

Analytics

Tagging

Tagging labels or mentions another user, page, or location in a social media post. It creates links between entities, wh...

Social Media

Target Audience

A target audience is a specific group of consumers identified as the intended recipients of a marketing message or campa...

Ecommerce Marketing

Testimonial

Testimonial is a statement from a satisfied customer that endorses a product or service, used as social proof in marketi...

Ecommerce Marketing

Third Party Data

Third Party Data is information collected by an entity without a direct relationship with the user, often purchased from...

Ecommerce Marketing

Third-Party Cookie

Third-Party Cookie is a cookie set by a domain other than the one a user currently visits. These cookies track users acr...

Analytics

TikTok Ads

TikTok Ads are advertisements on the TikTok platform. They allow brands to reach younger audiences through short-form vi...

Ecommerce Marketing

Time Decay Attribution

Time Decay Attribution is a multi-touch attribution model. It assigns increasing credit to marketing touchpoints closer ...

Attribution

Time Series Analysis

Time Series Analysis analyzes data points collected over consistent intervals of time. It is used for forecasting, trend...

Analytics

Touchpoint

Touchpoint is any interaction a customer has with a brand throughout their journey. In marketing attribution, each touch...

Attribution

Traffic Source

Traffic Source is the origin through which users find a site. Common sources include organic search, paid search, direct...

Analytics

Treatment Effect

Treatment Effect is the causal impact of an intervention on an outcome. In marketing, this means the change in a metric ...

Causal Inference

Treatment Group

Treatment Group is the set of users exposed to a specific marketing intervention. Comparing this group to a control grou...

Attribution

Trust Signals

Trust Signals are website elements that build visitor confidence. Examples include security badges, customer testimonial...

Conversion Optimization

U

U Shaped Attribution

U-Shaped Attribution is a multi-touch model that assigns 40% of conversion credit to both the first and last touchpoints...

Attribution

Unique Selling Proposition

Unique Selling Proposition is the distinct reason a product or service is superior to competitors. It defines what makes...

Ecommerce Marketing

Uplift Modeling

Uplift Modeling directly models the incremental impact of a marketing action on individual behavior. It identifies custo...

Analytics

Upselling

Upselling is a sales technique that encourages customers to purchase more expensive items or upgrades. Causal inference ...

Ecommerce

Urgency Tactics

Urgency Tactics are marketing strategies that create a sense of immediate need to encourage purchases. Examples include ...

Conversion Optimization

Usability Testing

Usability Testing evaluates a product by observing real users interacting with it. It provides direct feedback on how pe...

Conversion Optimization

User Engagement

User Engagement is the extent to which a user interacts with a website or app. It predicts conversions and measures prod...

Conversion Optimization

User Experience (UX)

User Experience (UX) describes a person's emotions and attitudes when using a product, system, or service. It covers all...

Conversion Optimization

User Flow

User Flow is the path a user takes on a website or app to complete a task. It directly impacts user experience and conve...

Conversion Optimization

User Journey

User Journey is the path a user takes to complete a goal on a website or in an app. Mapping this path reveals how users ...

Product Analytics

User Research

User Research identifies user behaviors, needs, and motivations through observation and feedback. It informs product des...

Conversion Optimization

User-Generated Content

User-Generated Content (UGC) is any content, such as images or text, created and posted by users on online platforms. It...

Social Media

UTM Parameters

UTM Parameters are URL tags marketers use to track campaign effectiveness across traffic sources. They provide data for ...

Analytics

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