Overview of ChatGPT

A snapshot of ChatGPT’s global adoption and market position

💡 The heuristic results reveal a clear “ post-application blind spot,” where the most severe usability issues occur in the Evaluation and Follow-up/Tracking stages, driven primarily by poor status visibility and weak error prevention, leaving users uncertain about what happens after they apply.

Major Heuristics Themes

A concise summary of the key usability patterns that showed up again and again
across the heuristics, highlighting where the product most often breaks users’
flow and needs improvement.

Hidden Configuration with Long Impact

A critical setting memory access while adding a project is buried in the UI and cannot be changed later. Misconfigurations here have major long term consequences, yet users have no visibility or guidance.

Visual Content Discoverability Failures

Visual content is extremely hard to find, recover, or manage. The Library lacks the basic structure and search capabilities needed for real workflows, making user generated visuals effectively lost.

Missing System Feedback & Risky Actions

Critical actions especially archiving lack feedback or confirmation. Users don t know what the system is doing or where content goes, leading to hesitation, errors, and mistrust.

Organization & Scalability Limitations

ChatGPT does not support high-volume use. As histories grow, users face structural limitations: no folders, no sorting, no filters, and no bulk actions. This creates friction, slows workflows, and discourages long term knowledge management inside the platform.

Heuristic Results

Survey Results

This analysis is based on responses from 104 surveyed users, offering a reliable sample for
identifying patterns and usability issues.

Key Survey Insights

Survey Results for Content Type Awareness & Image/File Retrieval

Users Struggle to Identify
Chat 
 Content at a Glance

Most users (70.7%) cannot tell what type of content a chat contains from the chat list, and only 18% feel confident doing so indicating missing or unclear visual signals for content types.

Users Struggle to Locate Previously

Shared or Received Images / Files

6 in 10 users find it frustrating to locate previously shared images, showing that image retrieval lacks clear structure, visibility, or dedicated tools.

Persona

Competitive Analysis