▸case-01 We have a 5-step onboarding wizard for new signups: 1) Terms of Service agreement, 2) Core feature demo, 3) Account profile creation, 4) Integration permissions, 5) Welcome confirmation. I want to optimize the order of these steps so users stay engaged and remember our key value propositions. Please review the step ordering, suggest a revised sequence, and explain the UX psychology behind your recommended arrangement. | fail→pass | 19,009 | 20,343 | +7% | 1 | 1 | 0% | 2,972 | 3,197 | +8% | 0 | 0 | — |
▸case-02 Our SaaS pricing page presents three subscription tiers side-by-side: Starter, Enterprise, and Pro (our recommended/highest-value tier). Pro is currently sitting in the middle card. Please evaluate this tier arrangement from a cognitive psychology perspective and provide a recommended positioning plan for these three plans, including any styling adjustments if we keep or move certain tiers. | pass→pass | 18,446 | 21,700 | +18% | 1 | 1 | 0% | 2,821 | 4,185 | +48% | 0 | 0 | — |
▸case-03 We are designing the top navigation bar for the Acme Cloud ERP platform. The 7 navigation items are currently ordered left-to-right as: 1. Reports, 2. Dashboard, 3. Critical System Alerts, 4. User Directory, 5. Billing, 6. Inventory, 7. Account Settings. Our product team wants to keep Critical System Alerts at position 3 because it feels centrally located. Evaluate this layout and suggest an optimal position for Critical System Alerts and Account Settings. | fail→fail | 19,530 | 17,002 | -13% | 1 | 1 | 0% | 2,556 | 3,388 | +33% | 0 | 0 | — |
▸case-04 In the Apex Commerce checkout screen, we have a 5-option shipping selection list: Standard Ground, Two-Day Express, Next-Day Priority (our sponsored partner option), Economy Saver, and Local Pickup. Business constraints dictate that Next-Day Priority must remain fixed in the 3rd position (middle of 5). How can we prevent users from overlooking this key business option without changing its numerical position? | fail→pass | 15,093 | 15,249 | +1% | 1 | 1 | 0% | 2,296 | 3,148 | +37% | 0 | 0 | — |
▸case-05 We are drafting a 6-step technical installation guide for the Sentinel Security CLI tool. Step 1 covers generating the master API encryption key, while Steps 2 through 5 handle directory creation, config file editing, daemon setup, and user permissions. Step 6 handles service restart. Users frequently forget the critical API key step when configuring secondary nodes later. How should we structure the end of the documentation sequence to solve this user recall issue? | fail→pass | 14,732 | 14,453 | -2% | 1 | 1 | 0% | 2,321 | 3,140 | +35% | 0 | 0 | — |
▸case-06 The Beacon Mobile app displays an activity feed of 10 recent notifications. Analytics show users act on the top notification (most recent) and scroll down to act on the bottom notification, but completely ignore notifications 4 through 7. Product management wants to know why this pattern occurs and how to prevent important notifications from stalling in positions 4-7. | pass→pass | 15,870 | 15,816 | -0% | 1 | 1 | 0% | 2,381 | 3,329 | +40% | 0 | 0 | — |
▸case-07 The Metro Banking mobile application features a bottom navigation bar with 5 icons: Home, Transfers, Deposit Check (our main growth metric), Pay Bills, and Profile. Deposit Check is currently placed in the 3rd (middle) slot because designers felt it is the 'centerpiece'. Assess whether this middle placement aligns with memory retention and action rates, and recommend where Deposit Check should be placed. | fail→fail | 15,713 | 17,508 | +11% | 1 | 1 | 0% | 2,693 | 3,108 | +15% | 0 | 0 | — |
▸case-08 The TechDigest weekly email newsletter contains 7 curated article links. Link 1 is the lead headline, Links 2-6 are categorized updates, and Link 7 is the sponsored partner link. The partner is complaining about low click-through on Link 4 where their secondary product link was placed last week. Explain why Link 4 performed poorly compared to Link 1 and Link 7, citing human memory principles. | pass→pass | 14,160 | 12,430 | -12% | 1 | 1 | 0% | 2,039 | 2,831 | +39% | 0 | 0 | — |
▸case-09 The WorkFlow Pro desktop app has a single drop-down menu containing 12 un-grouped items for document actions (Open, Save, Export PDF, Print, Share, Convert, Version History, Permissions, Metadata, Audit Log, Duplicate, Close). Users report feeling overwhelmed and forgetting mid-list options. How can we restructure this list length using cognitive principles? | pass→pass | 14,329 | 14,337 | +0% | 1 | 1 | 0% | 2,544 | 3,316 | +30% | 0 | 0 | — |
▸case-10 We are running an unmoderated usability test for the Nova Search UI to verify which filter options users notice and remember after viewing a 7-item filter drawer for 10 seconds. How should we structure the recall test prompt and analyze the results to detect structural positioning weaknesses in our filter drawer layout? | fail→pass | 39,813 | 19,432 | -51% | 1 | 1 | 0% | 1,406 | 3,812 | +171% | 0 | 0 | — |
▸case-11 A landing page for SaaS tool CloudSync presents three feature callout cards side-by-side: Fast Sync, Automatic Backup, and Enterprise Encryption. We want users to click the primary Call to Action (CTA) button 'Start Free Trial'. Marketing wants to put the primary CTA button inside the middle card (Automatic Backup) because it sits right under the user's eye. Evaluate this decision. | fail→fail | 15,355 | 17,784 | +16% | 1 | 1 | 0% | 2,312 | 2,980 | +29% | 0 | 0 | — |
▸case-12 We are reviewing the final screen of our 6-step mobile app setup for HealthPulse. Currently, Step 6 requires users to read and accept mandatory HIPAA data processing consent forms. Product wants to know if ending the setup wizard with legal paperwork affects user perception, and how peak-end dynamics interact with sequence placement. | pass→pass | 19,312 | 16,086 | -17% | 1 | 1 | 0% | 2,750 | 3,090 | +12% | 0 | 0 | — |
▸case-13 In the TaskTrack project app, users create daily task lists averaging 8 items. Data analysis reveals that users regularly complete tasks 1, 2, 7, and 8 on time, but tasks 3 through 6 remain incomplete for days. What cognitive mechanism explains why middle tasks stall, and how should the UI address this? | pass→pass | 14,829 | 15,651 | +6% | 1 | 1 | 0% | 2,267 | 3,120 | +38% | 0 | 0 | — |
▸case-14 An e-commerce store for ShopSmart has a vertical filter sidebar on search results pages with 6 filter blocks: Price Range, Brand, Customer Rating, Shipping Speed, Color, and Discount Percentage. Analytics show Customer Rating (position 3) and Shipping Speed (position 4) are critical conversion drivers but receive low engagement. How should we reorder this sidebar? | fail→fail | 17,804 | 15,394 | -14% | 1 | 1 | 0% | 2,777 | 3,255 | +17% | 0 | 0 | — |
▸case-15 The Settings page for CloudDrive web app lists account actions in a single panel: Edit Profile, Email Preferences, Storage Plan, Connected Apps, Security Keys, and Delete Account. Delete Account is currently placed in position 4 (middle of 6). Is position 4 safe for a destructive action, or should it be relocated? | pass→pass | 10,458 | 12,271 | +17% | 1 | 1 | 0% | 1,680 | 2,742 | +63% | 0 | 0 | — |
▸case-16 We are planning a 5-topic virtual conference agenda: Topic A (Opening Keynote), Topic B (Sponsor Pitch), Topic C (Flagship Product Announcement), Topic D (Panel Discussion), Topic E (Closing QA & Wrap-up). Currently, our flagship product announcement is in slot C (3rd out of 5). Evaluate this slot selection for maximum audience memory retention. | fail→pass | 14,787 | 14,813 | +0% | 1 | 1 | 0% | 2,288 | 3,130 | +37% | 0 | 0 | — |
▸case-17 A user signup form for FinTech App requires 6 input fields: Full Name, Email Address, Social Security Number (SSN verification), Phone Number, Work Address, and Password Creation. SSN verification causes the most user drop-off when placed as field 1. Where should SSN verification be placed relative to the beginning and end of the field sequence? | fail→pass | 8,946 | 13,615 | +52% | 1 | 1 | 0% | 1,556 | 2,871 | +85% | 0 | 0 | — |
▸case-18 A mobile application onboarding carousel displays 5 slides explaining app benefits: Slide 1 (Welcome & core mission), Slide 2 (Community features), Slide 3 (AI assistant highlight - key differentiator), Slide 4 (Custom themes), Slide 5 (Get Started CTA). Slide 3 contains our most unique selling point. Evaluate Slide 3's position. | fail→pass | 13,326 | 13,121 | -2% | 1 | 1 | 0% | 2,144 | 2,869 | +34% | 0 | 0 | — |
▸case-19 A dashboard template for Analytics Hub arranges 7 metrics widgets in a single vertical column: 1. Revenue, 2. Active Users, 3. Churn Rate, 4. Conversion Rate, 5. Customer Acquisition Cost, 6. Net Promoter Score, 7. Server Uptime. Executives need to monitor Churn Rate (widget 3) and Conversion Rate (widget 4) closely. How should we reposition these widgets? | fail→fail | 9,448 | 12,116 | +28% | 1 | 1 | 0% | 1,655 | 2,793 | +69% | 0 | 0 | — |
▸case-20 We are auditing the visual accessibility of our primary CTA button in the Apex Design System. The button text color is `#767676` and the background color is `#FFFFFF`. Calculate the exact contrast ratio for this color pair and evaluate whether it satisfies WCAG 2.1 Level AA requirements for standard 16px body text. | pass→pass | 17,998 | 13,052 | -27% | 1 | 1 | 0% | 3,618 | 3,487 | -4% | 0 | 0 | — |
▸case-21 In our mobile interface for QuickPay iOS, a primary payment action button is placed near the top right corner of a 390px wide screen. Explain how target width affects movement time under Fitts's Law, and recommend minimum touch target dimensions per Apple Human Interface Guidelines. | pass→pass | 14,405 | 13,619 | -5% | 1 | 1 | 0% | 2,313 | 3,048 | +32% | 0 | 0 | — |
▸case-22 Our UX research team is planning a qualitative usability testing study for a new navigation flow on CloudApp. Using Jakob Nielsen's usability problem discovery curve ($1 - (1 - L)^n$ where $L = 31\%$), calculate how many participants are needed to discover approximately 85% of usability defects, and provide the exact mathematical justification. | pass→pass | 10,350 | 8,210 | -21% | 1 | 1 | 0% | 2,166 | 2,411 | +11% | 0 | 0 | — |