AI Focus Group Feedback
Simulated reactions gathered from AI focus group evaluations.
Simulated Audience Response
Our AI focus group upon reviewing the prototype had multiple responses. All three AI users reacted positively to the fact there were no public streaks scores or leaderboards, eliminating outside anxiety and pressure. They agreed that the navigational layout of the map was easy to use, and appreciated that there was a floating chat function with an AI assistant for study purposes. There were some concerns expressed that there was no mock lesson to demonstrate how the lessons themselves, and answer explanations would be utilized. They also wanted more accessibility controls added.
User Testing Log
Observations recorded during prototype testing.
Usability Observations Log
| User | Task | Observation Notes |
|---|---|---|
| User 1: Stacy | Use the app to find areas of improvement. | User expressed opinions that the app felt a little overwhelming at first glance. User had some difficulty locating chat bot. |
| User 2: Ruth | Use the search index bar to find a quick reference guide, and evaluate the bookmarking flow between client calls. | User clicked right into the search index bar immediately without getting lost in the menus. She noted that while the search filtered smoothly, she experienced a minor friction point wanting a quick way to stash resources for later review on the go. |
| User 3: Holly | Locate chat box function and input text to get a response. | User had a moment of difficulty finding the chat bubble, but had no issues opening it or getting the default response from it. |
Interview Synthesis
Users valued the app’s simple search and helpful AI features, but they wanted quicker access to frequently used tools, clearer navigation, and a more convenient way to save learning resources. These improvements could make Education for All feel less overwhelming and more efficient for independent learners.
Feedback Synthesis
Key takeaways and changes based on testing results.
Changes & Rationale
The overall feedback was strongly positive, with users describing Education for All as a private, low-pressure, encouraging, and easy-to-use learning platform. The biggest concern for users was improving navigation as well as a lesson showcase to demonstrate what part of the learning module might look like.