▸case-10 A developer portal for API Gateway Docs requires developers to click through 6 sequential category screens to view endpoint specification pages. Evaluate this setup against standard findability heuristics. | pass→fail | 15,864 | 13,777 | -13% | 1 | 1 | 0% | 2,417 | 2,758 | +14% | 0 | 0 | — |
▸case-11 The technical lead on EduLearn LMS demands that user-facing navigation paths strictly follow the backend REST API URL endpoint hierarchy `/api/v2/depts/12/courses/101/modules/5`. Evaluate this requirement. | pass→pass | 13,479 | 14,795 | +10% | 1 | 1 | 0% | 2,435 | 3,112 | +28% | 0 | 0 | — |
▸case-09 On LogisticsHub Web Application, the team placed Account Settings, Password Reset, Help Desk, and Billing History directly in the top primary header bar alongside core dispatch workflows. Evaluate this placement using navigation classification rules. | pass→pass | 11,695 | 10,327 | -12% | 1 | 1 | 0% | 2,259 | 2,562 | +13% | 0 | 0 | — |
▸case-01 We are redesigning the main menu for Enterprise Operations Portal. The VP wants top-level menu headings to mirror the corporate division names: Sales Ops, Talent Admin, Legal Risk, Supply Chain, Tech Infra, and Finance. Evaluate this proposal and recommend how main navigation should be structured. | pass→pass | 14,044 | 16,633 | +18% | 1 | 1 | 0% | 2,548 | 3,490 | +37% | 0 | 0 | — |
▸case-02 An industrial supply web app contains 40,000 SKUs. The dev team plans to construct a 6-level deep category menu tree so each sub-sub-sub category contains under 10 items. Evaluate this proposed hierarchy depth against standard information architecture heuristics. | pass→pass | 15,871 | 13,298 | -16% | 1 | 1 | 0% | 2,631 | 2,943 | +12% | 0 | 0 | — |
▸case-03 The product team for HealthPulse App is building a new content hierarchy from scratch. They plan to run a closed card sorting exercise with target users to discover natural groupings for features. Evaluate this methodology selection and recommend the appropriate technique. | fail→fail | 11,842 | 12,786 | +8% | 1 | 1 | 0% | 2,171 | 2,746 | +26% | 0 | 0 | — |
▸case-04 For FinTech Analytics Portal, an engineering lead proposes removing category navigation entirely and relying solely on a high-speed search bar. Evaluate this architectural decision. | pass→pass | 16,306 | 15,088 | -7% | 1 | 1 | 0% | 2,654 | 3,131 | +18% | 0 | 0 | — |
▸case-05 The design team for MetroTransit portal redesign is drafting homepage hero banners and visual promotions before defining task flows or secondary screen hierarchies. Assess this workflow sequence. | pass→pass | 12,419 | 10,484 | -16% | 1 | 1 | 0% | 1,969 | 2,357 | +20% | 0 | 0 | — |
▸case-06 The team for DocuShare Enterprise drafted a candidate content hierarchy and wants to build live React navigation components before testing findability. Evaluate this validation timing and recommend the proper test method. | pass→pass | 11,738 | 12,423 | +6% | 1 | 1 | 0% | 1,915 | 2,560 | +34% | 0 | 0 | — |
▸case-07 The dev team for CloudVault Backup is setting navigation category labels using internal database schema names like `tbl_async_jobs`, `sec_acl_policies`, and `usr_tenants`. Evaluate this labeling strategy and recommend how labels should be established. | pass→pass | 11,725 | 11,975 | +2% | 1 | 1 | 0% | 2,107 | 2,650 | +26% | 0 | 0 | — |
▸case-08 To achieve 1-click access for everything, AutoFleet SaaS lists all 75 reports and configuration screens in a single flat header dropdown list. Evaluate this flat navigation design against information architecture heuristics. | pass→pass | 13,935 | 13,640 | -2% | 1 | 1 | 0% | 2,617 | 2,924 | +12% | 0 | 0 | — |
▸case-12 Community Hub is launching an Event Management portal. The UI designer started drawing event cards without specifying what attributes an event has or how events relate to host profile entities. Recommend the missing deliverable and its key elements. | pass→pass | 10,564 | 9,588 | -9% | 1 | 1 | 0% | 2,014 | 2,301 | +14% | 0 | 0 | — |
▸case-13 On CloudDesk Workspace, when a user enters the Team Settings section, sub-navigation between Members, Roles, and Billing is handled by replacing the global header menu items. Evaluate this approach and recommend the appropriate navigation pattern. | pass→pass | 14,452 | 32,386 | +124% | 1 | 1 | 0% | 2,507 | 3,101 | +24% | 0 | 0 | — |
▸case-14 The product manager at PaySwift wants to verify if users understand new menu category names before coding. She plans to survey internal developers to see if the terms make sense. Recommend the quantitative usability measurement method for testing label predictive accuracy. | fail→fail | 9,527 | 9,146 | -4% | 1 | 1 | 0% | 1,565 | 2,070 | +32% | 0 | 0 | — |
▸case-15 During an information architecture review of ShopSphere E-Commerce, the auditor finds 45 promotional campaign pages accessible only via direct search links, with no parent category or header menu access. Describe how a sitemap audit classifies and addresses these pages. | pass→pass | 12,353 | 10,735 | -13% | 1 | 1 | 0% | 2,220 | 2,393 | +8% | 0 | 0 | — |
▸case-16 MediaStream course platform launched 3 years ago with 100 courses and 3 categories. Now hosting 15,000 courses across 80 topics, management refuses to touch the original navigation tree, claiming navigation architecture should remain permanent. Evaluate this rule. | pass→pass | 14,689 | 17,576 | +20% | 1 | 1 | 0% | 2,292 | 3,278 | +43% | 0 | 0 | — |
▸case-17 Minimalist Reader Web App removed section headings, tab highlights, and breadcrumbs from nested articles to minimize screen clutter. Evaluate this UI decision against wayfinding heuristics. | pass→pass | 15,526 | 14,145 | -9% | 1 | 1 | 0% | 2,384 | 2,935 | +23% | 0 | 0 | — |
▸case-18 On SaaS Metrics Tool, top menu links are titled 'Things', 'Misc', and 'General Info'. Users repeatedly select the wrong category when attempting to export monthly invoice summaries. Diagnose the problem using heuristics and recommend a fix. | pass→pass | 11,599 | 9,091 | -22% | 1 | 1 | 0% | 1,903 | 2,118 | +11% | 0 | 0 | — |
▸case-19 A junior designer submitting a sitemap for Hospital System Portal provided color palettes, button border radiuses, and font scale recommendations. Clarify the core contents and purpose of a sitemap deliverable. | pass→pass | 11,865 | 13,552 | +14% | 1 | 1 | 0% | 1,926 | 2,724 | +41% | 0 | 0 | — |
▸case-20 Write a CSS snippet using Flexbox for a responsive header bar on Apex Dashboard, where the logo is aligned on the left and navigation links are aligned on the right with a 16px gap. | pass→pass | 8,238 | 6,239 | -24% | 1 | 1 | 0% | 1,795 | 1,912 | +7% | 0 | 0 | — |
▸case-21 Rewrite the technical string 'Error 404: Object reference null in query result' to fit a friendly, empathetic brand tone for an organic online grocery store called FreshMarket. | pass→pass | 7,009 | 8,731 | +25% | 1 | 1 | 0% | 1,282 | 2,077 | +62% | 0 | 0 | — |
▸case-22 Write a PostgreSQL indexing command to speed up slow execution on the query `SELECT * FROM articles WHERE category_id = 5 ORDER BY published_at DESC` against a 10 million row table. | pass→pass | 4,638 | 4,518 | -3% | 1 | 1 | 0% | 878 | 1,440 | +64% | 0 | 0 | — |
▸case-23 Generate the HTML `<head>` markup containing Open Graph tags (`og:title`, `og:image`, `og:description`) and canonical URL tag for a retail product page on CraftGoods. | pass→pass | 6,434 | 8,514 | +32% | 1 | 1 | 0% | 1,546 | 2,480 | +60% | 0 | 0 | — |