Analytics & Data

Using Regression Analysis to Drive Ecommerce Sales

Have you ever wondered what drives your sales? Ecommerce businesses typically know the source of their revenue, the cost of acquisition, and whether campaigns are working. But what if you could drill down to find specific sales drivers? Using regression analysis, a business can determine subtle causes, such as: The social media channel that impacts […]

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How to Audit Google Analytics Data, for Ecommerce

Data from Google Analytics helps ecommerce merchants make key decisions — assuming the data is accurate. In this post, I’ll provide instructions for conducting a Google Analytics audit to confirm the accuracy of the data or identify potential errors. Google Analytics Audit Process The following areas can cause reporting errors. Duplicate Google Analytics tags. Go

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Guidelines for Data Cleaning, to Drive Performance

Most every ecommerce business collects lots of data. Examples are newsletter signups, loyalty programs, sales transactions, and even supplier information. Regardless of the type, however, at some point you will need to clean the data. But when and what to clean differs among companies. In this post, I’ll offer guidelines. Guidelines for Data Cleaning First,

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Use Google Analytics to Fine-tune Your Value Proposition

Niche ecommerce companies should focus on their value proposition. Fellow contributor Pamela Hazelton provides excellent advice on the subject in “Value Propositions Increase Interest and Sales.” I will add one point to her article: The value proposition should address a sustainable competitive advantage that the company will have over competitors — current or future. Once

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Analyzing Page Speed for Visitors with Slow Connections

Picture a potential customer working in his backyard. He opens his iPhone to search for “garden hose reel.” Unfortunately, there are no cell phone towers nearby with fast 4G connections. Thus his internet connection is painfully slow. Google’s search page loads quickly because it automatically optimizes pages for slow 3G connections. Among the first organic

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Case Study: Data Analysis Increases Profit for Manufacturer

My firm is frequently engaged by companies to analyze data. One example is a manufacturer of building materials. The company’s profit was stagnant. It asked us to analyze sales data for customers, products, and regions to determine where to focus its marketing efforts and where to streamline operations, to lower costs. In this post, I’ll

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