▸case-01 Summarize the following user research transcript from our study on Acuity CRM software usage:
Interviewer: Thanks for joining today, Alex. Can you tell us about your role?
Alex: I'm a Senior Account Executive at CloudTech Solutions, where I've been managing enterprise accounts for about six years. My day-to-day involves managing 40+ active pipeline deals using Acuity CRM. | pass→pass | 2,585 | 6,235 | +141% | 1 | 1 | 0% | 618 | 1,479 | +139% | 0 | 0 | — |
▸case-02 Process this transcript from a user interview regarding the Apex Health patient portal:
Interviewer: What is your primary challenge with the portal?
Dr. Rivera: The primary bottleneck is prescription refill approvals. I get 30 separate notifications a day, none of which are batched. It disrupts patient care continuous sessions. | fail→pass | 5,509 | 7,832 | +42% | 1 | 1 | 0% | 936 | 1,614 | +72% | 0 | 0 | — |
▸case-03 Synthesize this transcript from our interview with a financial planner using LedgerPro:
Interviewer: What are you ultimately trying to achieve when opening the monthly statement view?
Participant: I am trying to reconcile client accounts before the 1st of the month so that my clients do not receive overdue flags. | pass→pass | 4,383 | 6,366 | +45% | 1 | 1 | 0% | 752 | 1,394 | +85% | 0 | 0 | — |
▸case-04 Evaluate this transcript from a shopper using the QuickBuy mobile e-commerce checkout flow:
Interviewer: How was the payment process?
Participant: Apple Pay failed twice without showing any error message. I almost abandoned my purchase because I thought my card was compromised. That was extremely alarming. | pass→pass | 8,965 | 8,824 | -2% | 1 | 1 | 0% | 1,389 | 1,797 | +29% | 0 | 0 | — |
▸case-05 Review this user interview transcript regarding FleetTrack dispatching software:
Interviewer: How do you handle driver re-routing when a highway closes?
Participant: FleetTrack takes too long to recalculate, so I keep Google Maps open on my phone and manually re-enter coordinates there, then text the driver directly. | pass→pass | 10,643 | 9,211 | -13% | 1 | 1 | 0% | 1,725 | 1,776 | +3% | 0 | 0 | — |
▸case-06 Analyze this user interview transcript on the Figma plugin 'ColorSense':
Interviewer: Was there anything in the plugin that surprised you in a good way?
Participant: When I selected a layer, it automatically suggested accessible WCAG AAA color contrast alternatives in real time. That saved me 15 minutes of manual checking! | pass→pass | 9,524 | 6,382 | -33% | 1 | 1 | 0% | 1,605 | 1,431 | -11% | 0 | 0 | — |
▸case-07 Summarize this interview transcript with a DevOps engineer discussing KubeDash:
Interviewer: What is your general impression of the dashboard alerts?
Participant: 'The alert spam is so overwhelming that I muted the Slack channel entirely last Tuesday.' | fail→pass | 2,546 | 6,797 | +167% | 1 | 1 | 0% | 457 | 1,439 | +215% | 0 | 0 | — |
▸case-08 Synthesize this transcript from a research session with a smartwatch user:
Interviewer: We assumed users check step counts during evening workouts. Is that when you look?
Participant: No, I never look during workouts. I actually only open the app right when I wake up to verify my sleep score. | pass→pass | 5,348 | 8,440 | +58% | 1 | 1 | 0% | 904 | 1,808 | +100% | 0 | 0 | — |
▸case-09 Summarize this transcript from an internal UX research session on our design system component library:
Interviewer: What would fix the date-picker issue?
Participant: If the date-picker supported keyboard arrow navigation, our data entry team could work twice as fast without reaching for the mouse. | fail→pass | 2,383 | 6,619 | +178% | 1 | 1 | 0% | 486 | 1,476 | +204% | 0 | 0 | — |
▸case-10 Process this interview transcript from a cloud architect discussing AWS infrastructure management:
Interviewer: Do you feel your team is overspending on unattached EBS volumes?
Participant: Definitely, I know for a fact we wasted $4,000 last month because nobody cleaned up dev instances. | fail→pass | 8,311 | 7,025 | -15% | 1 | 1 | 0% | 1,402 | 1,588 | +13% | 0 | 0 | — |
▸case-11 Synthesize the following 15-minute logistics interview transcript into a structured report for product executives:
Interviewer: Describe your interaction with the FreightHub dispatcher screen.
Participant: The manifest table is cluttered. I have to scroll horizontally across three monitors to view container numbers. | pass→pass | 9,113 | 10,053 | +10% | 1 | 1 | 0% | 1,617 | 2,120 | +31% | 0 | 0 | — |
▸case-12 Summarize the customer feedback in this HR software transcript:
Interviewer: What happened when you submitted the time-off request?
Participant: The screen froze for ten seconds and wiped my comments field. It was frustrating because I had to type my emergency explanation twice. | fail→pass | 2,916 | 7,762 | +166% | 1 | 1 | 0% | 549 | 1,670 | +204% | 0 | 0 | — |
▸case-13 Extract findings from this interview transcript with an online course instructor using EdLearn:
Interviewer: What is your primary objective when grading student assignments on Sundays?
Participant: My main goal is to deliver actionable feedback on essays within 48 hours so students can revise before midterms. | pass→pass | 3,377 | 7,889 | +134% | 1 | 1 | 0% | 611 | 1,617 | +165% | 0 | 0 | — |
▸case-14 Summarize this transcript from a field interview with a marathon runner testing VelocityApp:
Interviewer: What stood out during your 10-mile run?
Participant: The haptic vibration paced perfectly with my target heart rate zone—I didn't even have to glance at my screen once! | pass→pass | 2,523 | 6,473 | +157% | 1 | 1 | 0% | 505 | 1,362 | +170% | 0 | 0 | — |
▸case-15 Summarize this customer support interview transcript regarding the refund experience on ShopSphere:
Interviewer: What should we change about the item return process?
Participant: You need to issue printable drop-off QR codes instead of forcing people to print paper shipping labels at home. | fail→pass | 2,354 | 6,324 | +169% | 1 | 1 | 0% | 443 | 1,381 | +212% | 0 | 0 | — |
▸case-16 Synthesize this interview transcript with a university student using StudySync:
Interviewer: How do you feel about the flashcard algorithm?
Participant: I explicitly told my professor yesterday that the repetition schedule works perfectly for my biology vocabulary. | fail→pass | 5,635 | 7,798 | +38% | 1 | 1 | 0% | 888 | 1,645 | +85% | 0 | 0 | — |
▸case-17 Process this transcript of a warehouse manager discussing inventory software:
Interviewer: How do you track damaged goods received at the loading dock?
Participant: The inventory platform lacks a damage flag, so I jot item IDs on a yellow pad and re-type them into a shared Google Sheet at the end of the day. | pass→pass | 8,344 | 8,140 | -2% | 1 | 1 | 0% | 1,399 | 1,696 | +21% | 0 | 0 | — |
▸case-18 Synthesize this interview transcript with a retail manager testing a handheld barcode scanner:
Interviewer: Did you use the built-in voice command feature during inventory audit?
Participant: Actually, no one on the night shift uses voice command because the warehouse ambient noise is 85 decibels. We all turned it off immediately. | pass→pass | 5,771 | 8,776 | +52% | 1 | 1 | 0% | 932 | 1,611 | +73% | 0 | 0 | — |
▸case-19 Summarize key observations from this sales manager interview transcript regarding LeadFlow:
Interviewer: How does your team assign incoming leads?
Participant: Lead distribution is completely disorganized. Half our reps claim duplicate leads while cold prospects sit in the queue for days. | pass→pass | 3,716 | 6,824 | +84% | 1 | 1 | 0% | 602 | 1,420 | +136% | 0 | 0 | — |
▸case-20 Create a 30-minute semi-structured interview script with 8 targeted questions to evaluate how mobile banking users set up monthly auto-savings rules. | pass→pass | 13,248 | 12,751 | -4% | 1 | 1 | 0% | 2,390 | 2,497 | +4% | 0 | 0 | — |
▸case-21 Calculate the average System Usability Scale (SUS) score and task completion rate from this quantitative test log dataset:
Participant,Task1_Success,Task2_Success,SUS_Score
P01,1,1,82.5
P02,1,0,65.0
P03,1,1,90.0
P04,0,1,57.5 | pass→pass | 4,898 | 6,882 | +41% | 1 | 1 | 0% | 1,161 | 1,812 | +56% | 0 | 0 | — |
▸case-22 Draft a participant recruitment screener survey to qualify B2B product managers who manage cloud infrastructure budgets over $100k/year. | pass→pass | 14,402 | 12,788 | -11% | 1 | 1 | 0% | 2,874 | 2,575 | -10% | 0 | 0 | — |