▸case-01 We operate a mobile fitness tracking app with a 7-day free trial that leads into a $9.99/month or $59.99/year subscription. Right now, we trigger our subscription screen on initial application launch, causing a high drop-off rate. Could you design a complete paywall framework for us? I want you to outline our gating strategy, the ideal moment in the user flow to show the screen, full specifications for the paywall UI and copy (including headline approach, recommended plan presentation, risk reducers, and dismissal options), prioritized tests to run, and the growth metrics plus churn/retention guardrails we need to monitor. | fail→pass | 72,339 | 29,769 | -59% | 1 | 1 | 0% | 5,602 | 4,846 | -13% | 0 | 0 | — |
▸case-02 I am scaling a digital flashcard app where basic word lists are free, but audio pronunciations and spaced-repetition algorithms require a premium tier ($12/month or $80/year). Our current free-to-paid conversion is stuck at 0.8%. Please generate a tailored paywall plan specifying: the feature gating logic, when and how the paywall should be presented, screen copy and visual guidelines (headline, plan anchoring, benefit highlights, and graceful exit paths), top A/B test hypotheses with target metrics, and tracking indicators covering both acquisition numbers and long-term retention guardrails. | fail→fail | 51,546 | 25,439 | -51% | 1 | 1 | 0% | 5,827 | 4,036 | -31% | 0 | 0 | — |
▸case-03 We run a B2B SaaS product analytics tool (plg-analytics.io). Users currently sign up for free, but our CEO wants to increase MRR fast by walling off the entire dashboard immediately after sign-up so users must start a $49/month trial to see any charts. Design a paywall and gating plan for this scenario. | fail→pass | 30,224 | 31,638 | +5% | 1 | 1 | 0% | 3,338 | 4,152 | +24% | 0 | 0 | — |
▸case-04 Our AI writing assistant (DraftPro) offers basic grammar checking and AI sentence expansion. The growth team suggested forcing users to upgrade to $15/month as soon as they type their first sentence into the editor. How should we structure our gating strategy, timing, and paywall screen layout? | pass→pass | 23,210 | 23,774 | +2% | 1 | 1 | 0% | 2,790 | 3,653 | +31% | 0 | 0 | — |
▸case-05 We are building a paywall for PixFilter, a mobile photo editor with free basic filters and paid AI background removal ($4.99/mo or $29.99/yr). The designer suggested headline text 'Upgrade to Pro Today' and displaying monthly pricing as the primary default card without showing annual savings upfront. Please evaluate and provide a full paywall design. | pass→pass | 26,636 | 26,344 | -1% | 1 | 1 | 0% | 3,001 | 4,153 | +38% | 0 | 0 | — |
▸case-06 Our audio transcription service (AudioScript) gives free users 15 minutes of transcription per month. When users hit 15 minutes or click export, we trigger a paywall. Marketing wants to make this paywall completely un-dismissable across all trigger points so users cannot return to the app without paying. How should we configure the paywall mechanics and screen flow? | fail→fail | 28,241 | 30,011 | +6% | 1 | 1 | 0% | 2,955 | 4,765 | +61% | 0 | 0 | — |
▸case-07 For our language learning app (LingoQuest), a consultant recommended placing a 5-minute fake urgency countdown timer on the paywall screen and hiding the close button to force users into a $14.99/month subscription. Provide a paywall design specification addressing this recommendation. | pass→pass | 24,948 | 23,735 | -5% | 1 | 1 | 0% | 3,130 | 3,607 | +15% | 0 | 0 | — |
▸case-08 Our cloud backup app (CloudVault) gives users storage for photos. The product manager wants to show a paywall as soon as a user selects their first 5 photos to upload, requiring $4.99/month before any photos sync. Detail our feature gating strategy and conversion setup. | fail→pass | 27,054 | 31,596 | +17% | 1 | 1 | 0% | 2,880 | 4,255 | +48% | 0 | 0 | — |
▸case-09 For our recipe recommendation app (FlavorBox), we plan to test defaulting users directly to an annual $48 subscription paywall screen. We plan to measure trial start rate and immediate conversion rate as our sole success metrics. What paywall plan and experimental measurement model should we implement? | fail→fail | 17,970 | 27,797 | +55% | 1 | 1 | 0% | 2,679 | 4,075 | +52% | 0 | 0 | — |
▸case-10 Our mobile PDF scanner app (ScanFast) currently launches a paywall popup right on the splash screen before the user has granted camera permissions or scanned a document. Provide a complete paywall re-design covering timing, screen elements, and metrics. | fail→fail | 41,950 | 28,953 | -31% | 1 | 1 | 0% | 3,776 | 4,079 | +8% | 0 | 0 | — |
▸case-11 We are launching RefactorAI, a developer CLI tool that cleans code. The marketing lead suggests putting the basic linting output behind a $29/month paywall so developers must pay before seeing any code fixes. Outline the proper gating logic, timing, screen requirements, and guardrail metrics. | pass→pass | 30,447 | 27,671 | -9% | 1 | 1 | 0% | 3,361 | 4,150 | +23% | 0 | 0 | — |
▸case-12 For WealthTrack, a personal budgeting app, we offer $9.99/month or $59.88/year. The designer wants to display two simple identical boxes for $9.99/mo and $59.88/yr with no badges, no discount math, and no default selection. Evaluate this presentation and specify the complete paywall design. | pass→pass | 25,786 | 27,067 | +5% | 1 | 1 | 0% | 3,389 | 3,833 | +13% | 0 | 0 | — |
▸case-13 Our VPN app (SecureTunnel) offers 500MB/month free server bandwidth. When a user hits 500MB, we want to pop up a soft paywall banner that users can simply close and continue streaming free data indefinitely. Please review this trigger context and provide a complete paywall specification. | fail→fail | 29,959 | 27,634 | -8% | 1 | 1 | 0% | 3,502 | 3,923 | +12% | 0 | 0 | — |
▸case-14 We are redesigning the paywall for DesignCraft (a Canva competitor, $12.99/mo or $99/yr). The lead designer stripped out all microcopy like 'Cancel anytime', '7-day free trial', and 'No commitment' to keep the screen ultra-minimalist. Provide a paywall design that addresses this decision. | fail→pass | 24,349 | 26,851 | +10% | 1 | 1 | 0% | 2,483 | 4,395 | +77% | 0 | 0 | — |
▸case-15 MailPulse is an email marketing tool. The team wants to charge $20/month before a new user can send their very first test campaign to 5 subscribers. How should MailPulse structure its gating strategy, trigger timing, screen copy, tests, and metrics? | fail→pass | 20,598 | 141,002 | +585% | 1 | 1 | 0% | 2,981 | 3,906 | +31% | 0 | 0 | — |
▸case-16 ResumePro allows job seekers to build resumes. Currently, as soon as the user enters their full name on step 1 of the multi-step onboarding wizard, a paywall screen pops up demanding $7/month. Re-architect this paywall strategy. | pass→pass | 18,542 | 33,919 | +83% | 1 | 1 | 0% | 2,678 | 3,675 | +37% | 0 | 0 | — |
▸case-17 TutorStream connects students with live language tutors. We are introducing a monthly subscription ($49/month for 4 lessons). The growth lead wants to evaluate paywall performance exclusively by 7-day trial conversion rate. What complete paywall framework and metric set should we deploy? | fail→pass | 25,209 | 20,672 | -18% | 1 | 1 | 0% | 3,549 | 3,972 | +12% | 0 | 0 | — |
▸case-18 TuneStream is a music streaming service. The team wants to test requiring a $9.99/month subscription whenever a user types a song name into the search bar. Design a paywall plan that fixes this gating approach. | pass→pass | 20,930 | 22,971 | +10% | 1 | 1 | 0% | 2,545 | 3,812 | +50% | 0 | 0 | — |
▸case-19 RankCheck is an SEO keyword research tool ($79/month). The team wants their first paywall experiment to test changing the 'Upgrade' button color from blue (#007BFF) to green (#28A745). Recommend a structured set of high-leverage paywall experiments with target metrics. | pass→pass | 23,898 | 18,327 | -23% | 1 | 1 | 0% | 3,459 | 3,929 | +14% | 0 | 0 | — |
▸case-20 For DataVizPro, a business intelligence charting tool, users can create unlimited charts for free. The team wants to block users from exporting charts as PNG or PDF on their first chart creation. Provide a paywall design plan optimizing gating and conversion. | fail→pass | 20,321 | 20,330 | +0% | 1 | 1 | 0% | 2,968 | 3,931 | +32% | 0 | 0 | — |
▸case-21 GymPulse is a workout tracking app ($9/month or $49/year). The team wants to test showing a paywall after a user completes 3 workouts. They are debating whether to use a hard paywall that locks the app or a soft paywall that lets users continue logging basic workouts. Detail the paywall architecture and experiment plan. | pass→pass | 22,765 | 23,625 | +4% | 1 | 1 | 0% | 3,691 | 4,407 | +19% | 0 | 0 | — |
▸case-22 TaskPro offers monthly ($12/mo) and annual ($96/yr) plans. Currently, the paywall screen shows monthly billing by default with a tiny unnoticeable toggle for annual. How should we redesign the plan presentation and billing selection? | pass→pass | 15,314 | 19,697 | +29% | 1 | 1 | 0% | 2,539 | 3,442 | +36% | 0 | 0 | — |
▸case-23 We run a subscription SaaS platform using Stripe. When a user's credit card fails during monthly renewal, Stripe triggers an 'invoice.payment_failed' webhook event. Please provide a Node.js Express handler that verifies the Stripe webhook signature, handles the 'invoice.payment_failed' event, and updates the customer's status in a MongoDB database. | pass→pass | 16,480 | 16,904 | +3% | 1 | 1 | 0% | 3,281 | 3,720 | +13% | 0 | 0 | — |
▸case-24 Our SaaS application needs an automated 3-step dunning email sequence sent to subscribers when their credit card charge fails. Write the copy and timing delay schedule for Day 1, Day 3, and Day 7 post-failure emails asking the user to update their payment method before service suspension. | pass→pass | 18,532 | 17,539 | -5% | 1 | 1 | 0% | 2,844 | 3,121 | +10% | 0 | 0 | — |
▸case-25 A customer signs a 12-month contract for $12,000 paid upfront on January 1st, which includes $2,000 of upfront onboarding implementation services delivered in January. Under ASC 606 revenue recognition rules, calculate the monthly recognized revenue for January, February, and the remaining months of the year. | pass→pass | 12,954 | 9,363 | -28% | 1 | 1 | 0% | 2,280 | 2,684 | +18% | 0 | 0 | — |