AnalyticsHacker

AI powered Data Analysis

Guide to AI for Data Analysis

Why AI

Code assistance - AI acts as your coding co-pilot: writing snippets, optimizing for efficiency, pinpointing errors, and explaining complex logic in plain English

Data Cleaning and Preprocessing - AI streamlines tedious data cleaning, automatically identifying and addressing missing values, and flagging unusual outliers for review.

Data Analysis & Pattern Detection - AI excels at uncovering hidden insights in data. Its algorithms are masters at finding complex patterns and trends, and can even recommend (or even build!) the best visualizations to present this data clearly

AI TOOLS

Popular tools such as ChatGPT, Microsoft's Copilot, and Google’s Gemini are suitable for smaller datasets, allowing you to paste data directly into the prompt. For larger datasets, consider using ChatGPT-4 or Copilot, which support working with Excel and CSV files.

Privacy considerations

Be mindful of data privacy. Avoid uploading files containing sensitive or personally identifiable information to these tools.

AI Prompts for Data Analysis

  • google search console insights

    Google Search Analysis (GSC)

    A series of prompts designed to enable effortless analysis of Search query data.

  • Customer Segmentation

    Leverage your customer data to identify and characterize high-value customer segments

  • Churn Prediction

    Delve into customer data and uncover the’ who’ and the ‘why’ is likely to churn.

  • Marketing Mix Modelling

    Understand how the various marketing activities are impacting your conversions.

Ways to work with us

  • Courses & Training

    On demand training and courses for

    • Marketing professionals

    • Digital & Marketing Analysts

    • CMOs & CDOs

    • Online Entrepreneurs

    We can provide training either in person (UK), or online (Worldwide).

  • Consulting Calls

    • Consulting Calls are great for Troubleshooting, Quick Fixes, Training, Data Strategy and Expert Opinions

    • Consultations take place via Google Meet and can usually be booked at short notice.

    • First enquiry call is FREE and we offer it to allow you to get to know us and see if we could be of help.

    • To book a free call simply click on the “Book a call” button below.

Courses & Training

  • marketing analytics for marketing leaders

    Guide to Marketing Analytics for Marketing Leaders

    • A meticulously crafted course designed specifically for today’s CMOs and marketing managers. In a landscape where data-driven decision-making is key, this course serves as your compass to navigate the complex world of marketing analytics.

    • Course consists of nearly 3 hours of online videos, and is accompanied by an eBook.

  • marketing incrementality testing

    Why and How to Measure Incrementality of Marketing

    • What is Incrementality in marketing

    • Who should (and shouldn’t) worry about incrementality

    • Overview of approaches to measuring and improving incrementality of your marketing efforts

    • Tutorial best for Marketers, CMOs, online entrepreneurs and analyst

  • marketing mix modelling course

    Step by Step to Marketing Mix Modelling (MMM)

    • What is MMM and why its popularity is expected to go up

    • Practical examples of MMM

    • Do you need to be strong in stats to do MMM

    • How MMM combined with Incrementality testing should be the ultimate way of measuring effectiveness of marketing

Our expertise

We are a team of marketing analytics experts with a profound understanding of the dynamic digital landscape. Our mission is to guide you in transforming your marketing data into actionable insights.

We believe in simplicity and effectiveness, utilizing tools and methods that are both powerful and accessible. Whether leveraging AI or other innovative solutions, our focus is always on achieving your key objectives — maximizing marketing ROI and enhancing process automation.

Our expertise encompasses a range of essential skills:

  • Marketing Attribution

  • Marketing Mix Modeling (MMM)

  • Incrementality Testing

  • Customer Segmentation & Profiling

  • Marketing Data Automation

  • ChatGPT and AI for marketing data analysis

Let us help you navigate the complexities of marketing analytics with strategies that deliver tangible results.