Act as a focus group consisting of three distinct members of my target audience (User A, User B, and User C). Your goal is to objectively evaluate my prototype, Community Resource Hub, which is designed to help low-income individuals and families quickly find reliable community resources such as food assistance, housing, healthcare, education, and employment opportunities. Evaluate the prototype from each user's perspective and provide constructive, evidence-based feedback. Focus on identifying weaknesses, confusing features, missing functionality, and opportunities for improvement. Whenever you identify a problem, explain why it affects that user and recommend a specific solution. Evaluate the ease of navigation, search functionality, AI Resource Assistant, resource categories, Learn More sections, overall usability, and accessibility. Support factual claims with reliable sources whenever appropriate, but clearly identify user opinions when they are not research-based. Organize the response into separate sections for User A, User B, and User C, and conclude with the most important improvements needed before the next round of testing.
User A: A 22-year-old single parent who struggles to afford groceries and rent. They spend hours searching different websites for food assistance and housing programs but become overwhelmed because the information is scattered and difficult to verify.
User B: A 22-year-old part-time worker experiencing financial hardship who needs healthcare and employment assistance. They rely on friends and local organizations because current community resource websites are confusing and difficult to navigate.
User C: A 19-year-old college student who grew up in poverty and is trying to become financially independent. They need help finding food assistance, education support, and job opportunities but often feel discouraged because they are unsure which programs they qualify for or where to begin.
Tester: User A (Maria Lopez – Single Parent)
Task: Find a local food bank and affordable housing resource using the search bar and navigation menu.
The tester said the website was easier than searching multiple websites, but it still required too much research to determine which programs were the best fit. They wanted personalized recommendations and clearer eligibility information.
Tester: User B (James Carter – Part-Time Worker)
Task: Search for healthcare services and job opportunities using the website navigation and search feature.
The tester appreciated having all resources in one location but believed the website needed filters to make searching faster. They also suggested displaying resources by distance or availability.
Tester: User C (Aaliyah Brown – College Student)
Task: Use the AI Resource Assistant to find education support, food assistance, and job opportunities.
The tester said the AI Assistant was a helpful starting point, but additional guidance was needed after finding a resource. They wanted step-by-step instructions and application tips.
Across all three testing sessions, users agreed that the prototype successfully brings community resources together in one place. However, they identified three common areas for improvement: providing personalized recommendations, improving the search feature with filters and sorting options, and offering clearer application guidance. These findings will guide the next iteration of the Community Resource Hub prototype.
After reviewing feedback from the AI focus group and user testing sessions, I identified several common patterns. Multiple users experienced similar difficulties with navigation, searching for resources, and understanding what to do after finding a resource. Based on this feedback, I prioritized the updates that will have the greatest impact on helping users quickly and confidently find community assistance.
| Feedback Pattern | Priority | Actionable Update | Reason for Change |
|---|---|---|---|
| Users could not easily determine which assistance programs they qualified for. | High | Add an eligibility checker that recommends resources based on income, household size, and location. | All three users wanted more personalized recommendations before choosing a resource. |
| The search results were too broad and difficult to compare. | High | Improve the search feature by adding filters, sorting options, and keyword matching. | Users wanted to find the most relevant resources more quickly. |
| Users were unsure what to do after finding a resource. | High | Add step-by-step application guides and eligibility information to each resource page. | Users wanted clear instructions before applying for assistance. |
| The AI Resource Assistant provided responses that were too general. | Medium | Expand the AI Assistant to provide personalized recommendations and answer follow-up questions. | Users expected more detailed guidance based on their individual needs. |
| Users wanted additional information before selecting a resource. | Medium | Update the "Learn More" sections with eligibility requirements, required documents, and contact information. | This helps users make informed decisions without leaving the website. |
| Some users wanted a quicker way to find nearby services. | Low | Add an interactive map showing nearby community resources. | A visual map would make locating assistance easier. |
The next version of the Community Resource Hub will focus on making it easier for users to find the right assistance quickly and confidently. The highest priority updates include personalized recommendations, a more powerful search system, and step-by-step guidance that helps users understand how to apply for community resources. These improvements directly address the most common issues identified during user testing and AI focus group evaluations.
Based on feedback from the AI focus group and user testing sessions, I made several improvements to my Community Resource Hub prototype. Each change was designed to better meet the needs of low-income individuals and families by making the website easier to use and more helpful.
| Change Made | Rationale |
|---|---|
| Improved the navigation menu so users can switch between pages more easily. | Several users wanted a faster and simpler way to move between resource categories without getting confused. |
| Enhanced the search bar to better match keywords with community resources. | Users reported that searching for resources took too long and the results were too broad. |
| Added an AI Resource Assistant. | Users wanted guidance when they were unsure where to begin or which resources best fit their needs. |
| Expanded the "Learn More" sections with additional resource information. | Feedback showed that users wanted more details before deciding which organization to contact. |
| Organized resources into separate categories for Food, Housing, Healthcare, Education, and Jobs. | Grouping similar services together makes information easier to find and reduces the time spent searching. |
| Updated the website layout and styling with a cleaner, modern design. | Users found that a more organized layout improved readability and made navigation easier. |
| Created a single-page website with multiple interactive screens instead of separate pages. | This provides a smoother user experience by allowing users to switch between sections without reloading the website. |
| Added a Contact page so users can request additional assistance or provide feedback. | Users wanted an easy way to ask questions when they could not find the information they needed. |
The feedback consistently showed that users wanted a website that was simple, organized, and easy to navigate. The changes I made focused on improving the search experience, providing more detailed resource information, and making it easier for users to locate the assistance they need. These updates help the prototype better achieve its goal of connecting low-income individuals and families with reliable community resources quickly and efficiently.