From Mockups to Masterpieces | Revolutionizing Data Analysis with GPTs

Adam Mico
3 min readMar 13, 2024

Integrating AI tools in the data analytics landscape presents a subtle yet impactful shift in how we approach data. Three GPTs — Data Mockstar, tData Doctor, and VizCritique Pro — emerge as a collaborative force among these innovations. This article explores their conjoined effect on data generation, visualization, and critique.

Setting the Stage with Data Mockstar

Data Mockstar begins our journey by offering an intelligent platform for creating mock datasets. It provides the necessary groundwork for data analysis, ensuring that the subsequent stages of exploration have a strong base upon which to build.

Guiding Insights with tData Doctor

As we progress, tData Doctor enters, aiding in navigating Tableau's complex functionalities. It’s a resource that provides clear, actionable advice to enhance the user’s data visualization journey without overwhelming users with the tool's intricacies.

Refining Perceptions with VizCritique Pro

At the culmination of the analytics process stands VizCritique Pro, delivering in-depth analysis and feedback on data visualizations. It brings a discerning eye to the review process, ensuring visualizations not only give their intended message but also adhere to best practices in design and clarity.

The Collaborative Impact

These tools work together, enhancing the data analytics process in its own right. The resulting collaboration offers a streamlined experience from dataset creation to final visualization critique.

Building Blocks to Analysis

  • Data Mockstar lays down the initial framework, providing users with a comprehensive starting point for their data endeavors.
  • tData Doctor facilitates the next step, guiding users through creating meaningful and impactful data visualizations.
  • VizCritique Pro delivers constructive critiques, helping refine and elevate data presentations' effectiveness.

Enhancing the Data Narrative

This combination of GPTs contributes to the crafting of a cohesive data narrative. Their collective input ensures that each aspect of the data’s story is presented clearly and purposefully.

A Unified Approach

The collective capabilities of Data Mockstar, tData Doctor, and VizCritique Pro represent a unified approach to data analysis, visualization, and critique. They provide a comprehensive suite that addresses the multifaceted aspects of data analytics.


The collaboration of Data Mockstar, tData Doctor, and VizCritique Pro reflects a progressive step in data analytics. These GPTs work quietly behind the scenes, each offering expertise to refine the process and enhance the results. As we leverage these tools, we can see an enriched approach to data unfolding that informs smarter, more effective decision-making. In data analytics, such tools are invaluable companions for discovery and understanding.

TUG Plug

🌐 Join me virtually for the Austin TUG April 2024!

Credits | Tableau, Austin Tableau User Group, and Adam Mico

I’m thrilled to dive into how my trio of custom GPTs can revolutionize how we learn Tableau and enhance our data visualization skills. #DataFam, don’t miss out on this opportunity to accelerate your Tableau journey! Feel free to share any visualization you would be bold enough to have VizCritique Pro review and score it “live!”

🗓️ Date: April 11, 4:30–6:00 PM (Central Time)

Reserve your spot now and stay ahead of the data game! Click here to register.

Adam Mico

Twitter | LinkedIn | Tableau Public | tData Doctor GPT (focusing on Tableau) | VizCritique Pro GPT | Data Mockstar GPT

Note: My book, “Tableau Desktop Specialist Certification,” is available for order here.



Adam Mico

Data Visualization and Enablement Leader | Data Leadership Collaborative Advisory Board Member | Tableau Visionary + Ambassador | Views are my own