Attribution
What Is Attribution? Attribution is the process of identifying which marketing touchpoints influenced a conversion, lead, sale, or other business outcome. In marketing, attribution helps teams understand where results came from, which channels contributed, and how campaigns supported the customer journey. What Does Attribution Mean in Marketing? In marketing, attribution connects user actions to the […]
What Is Marketing Mix Modeling (MMM)? Definition and Use Cases
Marketing mix modeling is a measurement method that analyzes how different marketing channels, external factors, and business conditions contribute to sales, revenue, or other outcomes over time. Often called MMM, it uses historical data to estimate the impact of channels such as paid search, paid social, TV, offline media, email, and promotions. Unlike user-level attribution, […]
What Is Unified Marketing Measurement?
Unified marketing measurement is a marketing measurement framework that combines different data sources and methodologies to understand how marketing affects performance across channels, campaigns, and customer touchpoints. It is designed to give teams a more complete view than any single reporting method can provide on its own. In practice, unified measurement connects online offline data, […]
Propensity Scores in Marketing: What They Measure and How Teams Use Them
Propensity scores in marketing are numerical ratings that estimate how likely a person, account, or audience segment is to take a specific action. That action might be making a purchase, requesting a demo, renewing a subscription, clicking an ad, or becoming a qualified lead. A propensity score is usually based on behavioral, demographic, firmographic, transactional, […]
UTM Parameters: Definition and Best Practices
UTM parameters are short pieces of tracking code added to the end of a URL to identify where website traffic comes from and how a campaign performs. Marketers use UTM parameters, also called UTM tags, to track sources, channels, campaigns, and specific links in analytics and attribution tools. For example, a paid social ad, email […]
What Is Invalid Traffic? IVT Definition
Invalid traffic is website, ad, or campaign traffic that does not come from genuine users with real intent. In digital advertising, the IVT definition usually includes bot activity, accidental clicks, repeated non-human interactions, click fraud, and traffic generated to inflate impressions, clicks, or conversions. Invalid traffic matters because it can distort campaign performance, waste media […]
What Is Offline Conversion Tracking?
Offline conversion tracking is the process of connecting customer actions that happen outside your website or ad platform back to the marketing activity that influenced them. These conversions can include phone calls, CRM-qualified leads, closed deals, in-person purchases, store visits, consultations, or sales conversations. In simple terms, offline conversion tracking helps marketers understand what happened […]
What Is Conversion Propensity Modeling in Marketing?
Conversion propensity modeling is a method marketers use to predict how likely a user is to complete a desired action, such as filling out a form, booking a demo, or making a purchase. It uses historical behavior, audience attributes, and engagement signals to assign a likelihood-to-convert score to leads, visitors, or audience segments. In practice, […]
Assisted Conversions: What They Mean and How to Use Them
Assisted conversions are conversions where a marketing channel helped influence the customer journey but was not the final touchpoint before the conversion happened. In attribution reporting, this metric helps show which channels support conversions earlier or mid-funnel, even if they do not get full credit under a last-click model. For example, a paid social ad […]
What Is View-Through Attribution? Definition and Examples
View-through attribution is a measurement method that gives credit to an ad impression when a user sees an ad, does not click it, but later converts within a defined attribution window. In simple terms, it helps marketers understand whether ads may have influenced a conversion even when the ad did not generate a direct click. […]
Attribution Windows Explained (Click vs View-Through)
An attribution window is the period of time in which a conversion can be credited back to an ad interaction. In practice, it defines how long after a click or an impression a platform will still count a purchase, lead, or signup as influenced by that ad. Attribution windows matter because they directly shape conversion […]
What Is Cross-Channel Attribution? Definition and Examples
Cross-channel attribution is the process of measuring how multiple marketing channels contribute to a conversion across the full customer journey. Instead of giving all credit to a single click, it looks at how channels like paid search, social media, email, organic traffic, and direct visits work together before a lead or customer converts. In simple […]
What Is Algorithmic Attribution Model? How It Works and When to Use It
An algorithmic attribution model is a marketing attribution method that uses statistical analysis or machine learning to assign conversion credit across multiple touchpoints in the customer journey. Instead of giving all credit to the first click or last click, it evaluates how different interactions influence the likelihood of conversion and distributes credit accordingly. In simple […]