▸case-01 I need to prepare a stakeholder presentation and resource planning overview for our annual community program. Can you design a structured table and summary that categorizes initiatives by audience segment and journey phase, outlines the mix of live and asynchronous channels, establishes team ownership, and identifies measurement hooks for success? | fail→pass | 15,179 | 19,928 | +31% | 1 | 1 | 0% | 2,511 | 2,751 | +10% | 0 | 0 | — |
▸case-02 We are mapping out our developer community programs for next quarter. We want to organize our programs across buyer personas and user stages. Models usually divide lifecycle stages into awareness, consideration, and decision, but we want an engagement-based classification tailored for community members. How should we structure the lifecycle stages in our planning grid? | pass→pass | 14,644 | 16,427 | +12% | 1 | 1 | 0% | 2,403 | 2,974 | +24% | 0 | 0 | — |
▸case-03 Our SaaS community team relies almost exclusively on weekly virtual webinars and Q&A sessions. We need to expand our annual program matrix beyond live events to reach diverse learning styles and timezone constraints. What channel mix elements should we include in our program plan? | pass→pass | 14,768 | 14,180 | -4% | 1 | 1 | 0% | 2,442 | 2,520 | +3% | 0 | 0 | — |
▸case-04 When drafting a community program ownership matrix, team members usually assign a single lead column. However, live community events often fail when the presenter is sick or chat moderation is neglected. How should we structure the staffing and ownership columns for each program entry? | pass→pass | 15,018 | 12,877 | -14% | 1 | 1 | 0% | 2,436 | 2,291 | -6% | 0 | 0 | — |
▸case-09 We are presenting our upcoming community program matrix to finance and HR to secure headcount and software budget. Beyond the initiative schedule table itself, what specific operational artifact should we create to capture these operational needs? | pass→pass | 12,360 | 13,157 | +6% | 1 | 1 | 0% | 1,957 | 2,368 | +21% | 0 | 0 | — |
▸case-05 I'm filling out our community program planning spreadsheet. For each proposed event or initiative, our management wants to make sure every entry justifies its effort. Is it sufficient to list member benefits like 'learn best practices' or 'network with peers' in our matrix grid? | pass→pass | 11,058 | 12,319 | +11% | 1 | 1 | 0% | 1,832 | 2,284 | +25% | 0 | 0 | — |
▸case-06 In our quarterly community program matrix, we listed metrics like 'attendance count' and 'forum post volume'. Our VP noted that raw metrics don't indicate whether a program is failing or thriving. What specific measurement components must be included for each program entry to solve this? | fail→pass | 11,215 | 11,685 | +4% | 1 | 1 | 0% | 1,985 | 2,236 | +13% | 0 | 0 | — |
▸case-07 We have 15 ongoing recurring community activities across 3 segments every month. The team is burning out trying to give equal marketing effort and executive visibility to every single event. How should we structure our quarterly focus in the program matrix to solve this? | pass→pass | 14,658 | 15,862 | +8% | 1 | 1 | 0% | 2,427 | 2,720 | +12% | 0 | 0 | — |
▸case-08 We are organizing our annual enterprise user community schedule. All 24 office hour sessions and masterclasses are currently assigned to our 2 internal community managers to present. How should we adjust our speaker allocation and program structure to build community advocacy? | pass→pass | 14,628 | 15,594 | +7% | 1 | 1 | 0% | 2,496 | 2,720 | +9% | 0 | 0 | — |
▸case-10 We finished drafting our internal community program matrix spreadsheet with 50 rows of data. Our C-suite executives and product marketing partners refuse to read a massive spreadsheet. What concise documentation formats should we create to socialize the upcoming program strategy? | pass→pass | 12,659 | 14,094 | +11% | 1 | 1 | 0% | 2,109 | 2,587 | +23% | 0 | 0 | — |
▸case-11 We created our initial community program matrix, but now we need to generate concrete weekly calendar schedules and run foundational strategic alignment work. Which complementary community planning workflows should we pair with this matrix framework? | fail→pass | 14,465 | 26,303 | +82% | 1 | 1 | 0% | 2,377 | 1,365 | -43% | 0 | 0 | — |
▸case-12 In our open-source software community, we have Data Engineers and System Administrators. We want to build a matrix mapping them across their lifecycle stages. What specific details should be mapped for each persona in the grid besides their lifecycle phase? | fail→fail | 15,240 | 11,914 | -22% | 1 | 1 | 0% | 2,567 | 2,380 | -7% | 0 | 0 | — |
▸case-13 Our team defines KPIs for our community programs like '50 active participants per month', but when quarter end arrives, nobody knows where the data comes from or if events were tracked in analytics. What component must be paired with KPIs in the program matrix grid? | pass→pass | 7,929 | 6,643 | -16% | 1 | 1 | 0% | 1,309 | 1,274 | -3% | 0 | 0 | — |
▸case-14 Our community discussions are happening entirely inside a private Slack workspace, leaving prospective users unaware of community activity. How should we expand our channel mix in the annual matrix to leverage organic member activity externally? | pass→pass | 14,348 | 16,211 | +13% | 1 | 1 | 0% | 2,204 | 2,768 | +26% | 0 | 0 | — |
▸case-15 When mapping the champion lifecycle stage in our customer community matrix, our team treats champions the same as engaged users, giving them access to regular Q&A events. How should the program format and responsibilities differ for members at this stage? | pass→pass | 12,870 | 13,723 | +7% | 1 | 1 | 0% | 2,123 | 2,505 | +18% | 0 | 0 | — |
▸case-16 Marketing wants live product launches every month, product wants monthly technical focus groups, and customer support wants daily office hours. Our 2-person team cannot support this. How does establishing a structured community program matrix solve stakeholder resource alignment? | pass→pass | 15,892 | 15,397 | -3% | 1 | 1 | 0% | 2,469 | 2,618 | +6% | 0 | 0 | — |
▸case-17 We are designing a program matrix for an international developer community spanning Asia, Europe, and the Americas. Live webinars hosted at 10 AM EST are failing to engage global members. How should cadence and channel mix be structured in the matrix to ensure equitable engagement? | pass→pass | 17,411 | 18,650 | +7% | 1 | 1 | 0% | 2,837 | 3,234 | +14% | 0 | 0 | — |
▸case-18 We are drafting a program plan matrix table. Some team members want separate spreadsheets for persona needs, channel lists, and business metrics. How does the community program matrix integrate these elements into a single cohesive grid? | pass→pass | 13,363 | 11,857 | -11% | 1 | 1 | 0% | 2,214 | 2,138 | -3% | 0 | 0 | — |
▸case-19 In our community program grid, team members wrote 'as needed' in the Cadence column for almost every event. Why is this problematic for operational planning, and what standard cadence values should be specified? | pass→pass | 11,856 | 12,324 | +4% | 1 | 1 | 0% | 2,018 | 2,261 | +12% | 0 | 0 | — |
▸case-20 We are drafting the resource planning worksheet template for our community strategy pitch. What key operational expense and operational capacity categories must be explicitly captured in this worksheet? | pass→pass | 13,855 | 12,828 | -7% | 1 | 1 | 0% | 2,137 | 2,369 | +11% | 0 | 0 | — |
▸case-21 We are setting up our community forums and need specific moderation policies, banned word lists, warning escalation tiers (1st strike, 2nd strike, ban), and guidelines for resolving member disputes. Can you provide the community moderation policy and code of conduct enforcement guidelines? | pass→pass | 20,154 | 23,319 | +16% | 1 | 1 | 0% | 3,106 | 3,993 | +29% | 0 | 0 | — |
▸case-22 We need help configuring Discourse and Discord platform settings. Specifically, set up user groups, channel permission matrices (read/write/admin roles), and Webhook integrations between Discord and our CRM. Can you write the step-by-step technical platform administration guide? | pass→pass | 19,686 | 19,718 | +0% | 1 | 1 | 0% | 3,737 | 3,836 | +3% | 0 | 0 | — |
▸case-23 Here is our upcoming product announcement details for a new API release. Can you draft the verbatim markdown copy for a forum announcement post, a 280-character tweet thread, and an email newsletter broadcast text to send tomorrow? | pass→pass | 12,710 | 14,644 | +15% | 1 | 1 | 0% | 2,134 | 2,770 | +30% | 0 | 0 | — |