▸case-10 Our product team is releasing a major beta feature next month. Marketing wants to execute a separate social campaign while community managers run standard daily chat. How should we integrate community programming with this product launch? | pass→pass | 45,974 | 13,116 | -71% | 1 | 1 | 0% | 2,185 | 2,137 | -2% | 0 | 0 | — |
▸case-01 We are launching a new official Slack community for our B2B SaaS platform next month. Can you outline an engagement strategy that covers recurring community activities, member spotlight concepts, user feedback channels, and an operational playbook for moderation? | fail→fail | 22,675 | 34,082 | +50% | 1 | 1 | 0% | 3,457 | 3,797 | +10% | 0 | 0 | — |
▸case-02 We want to launch an advocate and ambassador program to boost community growth and creator engagement. Could you draft a complete program playbook that details key performance metrics, onboarding and enablement kits, and regular community rituals we should establish? | fail→fail | 22,869 | 23,004 | +1% | 1 | 1 | 0% | 3,445 | 3,881 | +13% | 0 | 0 | — |
▸case-03 We need to set up SLA tiers and automated priority routing in Zendesk for incoming enterprise customer support tickets. Please provide a standard tier-1 to tier-3 escalation rule set based on response time targets. | pass→pass | 18,018 | 17,799 | -1% | 1 | 1 | 0% | 2,998 | 3,475 | +16% | 0 | 0 | — |
▸case-04 We are running a paid LinkedIn advertising campaign targeting enterprise CTOs for our database product. Please draft an ad budget allocation plan across sponsored content, message ads, and A/B audience targeting. | fail→pass | 20,291 | 17,894 | -12% | 1 | 1 | 0% | 3,094 | 3,071 | -1% | 0 | 0 | — |
▸case-05 Our DevOps team needs a technical specification for self-hosting a Discourse forum on AWS, including EC2 instance sizing, PostgreSQL database replication, and CloudFront CDN caching. | pass→pass | 29,301 | 23,513 | -20% | 1 | 1 | 0% | 4,733 | 4,344 | -8% | 0 | 0 | — |
▸case-06 A sudden wave of negative sentiment hit our Discord server after a pricing update. Our team wants to lock channels immediately and delete complaining posts. How should we structure our crisis response and incident protocol? | fail→pass | 16,910 | 12,815 | -24% | 1 | 1 | 0% | 2,474 | 2,119 | -14% | 0 | 0 | — |
▸case-07 Our Discord community for open-source developers feels stale. Management suggests running constant random cash giveaways to boost chatter. How should we structure a multi-pillar community engagement model instead? | fail→pass | 17,702 | 18,424 | +4% | 1 | 1 | 0% | 2,543 | 2,915 | +15% | 0 | 0 | — |
▸case-08 We have two community managers who have been moderating our 50,000-member Discord server continuously for two years. They are experiencing severe burnout and community sentiment is slipping. Should we hire more staff or alter shift hours? | fail→pass | 15,432 | 13,057 | -15% | 1 | 1 | 0% | 2,096 | 2,094 | -0% | 0 | 0 | — |
▸case-09 Our executive team wants to measure community ROI. Marketing suggested tracking total registered account count and total messages sent per month. What key metric categories and dashboard components should we implement? | fail→pass | 19,309 | 14,824 | -23% | 1 | 1 | 0% | 2,674 | 2,417 | -10% | 0 | 0 | — |
▸case-11 We want to collect actionable feedback from power users in our community, but sending occasional unstructured surveys yields low response. How should we formalize our community feedback loops? | fail→pass | 15,607 | 13,420 | -14% | 1 | 1 | 0% | 2,175 | 2,323 | +7% | 0 | 0 | — |
▸case-12 New members join our Slack community, but over 80% never post a message. Should we send a automated mass email blast to all new joiners asking them to introduce themselves? | fail→pass | 14,523 | 10,683 | -26% | 1 | 1 | 0% | 2,072 | 1,877 | -9% | 0 | 0 | — |
▸case-13 We want to feature top power users in our developer community to boost motivation. Should we post a simple monthly list of the top ten chatters by message volume? | fail→fail | 13,809 | 12,425 | -10% | 1 | 1 | 0% | 1,873 | 1,966 | +5% | 0 | 0 | — |
▸case-14 Our community leads want to establish predictable engagement routines across the week to keep members returning. What specific recurring community activities should we implement? | fail→fail | 15,398 | 12,496 | -19% | 1 | 1 | 0% | 2,282 | 2,172 | -5% | 0 | 0 | — |
▸case-15 A viral product review video brought 5,000 new creator signups to our Discord today with overwhelming positive sentiment. How should we handle this sudden surge to convert initial excitement into sustained participation? | fail→fail | 16,881 | 14,599 | -14% | 1 | 1 | 0% | 2,286 | 2,392 | +5% | 0 | 0 | — |
▸case-16 Executive leadership feels disconnected from our user community and questions its business value. How can community managers keep leadership informed while reinforcing constructive member contributions? | fail→pass | 17,062 | 13,481 | -21% | 1 | 1 | 0% | 2,267 | 2,113 | -7% | 0 | 0 | — |
▸case-17 We are launching an ambassador initiative for our design software and planned to send participants t-shirts and digital badges. What enablement resources and playbooks do ambassadors actually require? | fail→fail | 16,891 | 15,359 | -9% | 1 | 1 | 0% | 2,396 | 2,484 | +4% | 0 | 0 | — |
▸case-18 Our support staff handles dozens of repetitive setup questions daily in our Discord help channel. Should we hire extra support moderators to answer threads faster? | fail→fail | 13,357 | 9,061 | -32% | 1 | 1 | 0% | 1,848 | 1,588 | -14% | 0 | 0 | — |
▸case-19 An enterprise client published a critical security question in a public community channel. Should our team engage in a detailed back-and-forth debate in the thread to defend our protocol? | pass→pass | 13,469 | 9,378 | -30% | 1 | 1 | 0% | 1,811 | 1,661 | -8% | 0 | 0 | — |
▸case-20 We want to launch a monthly project building contest for our online community, but past unguided prompts produced low quality entries. How should we design effective community challenges? | fail→fail | 17,243 | 15,017 | -13% | 1 | 1 | 0% | 2,485 | 2,462 | -1% | 0 | 0 | — |
▸case-21 Our community managers capture abundant user feature requests, but product managers rarely review them. What operational alignment rhythm should we establish between community, product, and support teams? | fail→fail | 16,031 | 16,113 | +1% | 1 | 1 | 0% | 2,306 | 2,670 | +16% | 0 | 0 | — |
▸case-22 Our company's official LinkedIn group has 15,000 members but virtually zero weekly posts. We want to relaunch it completely next quarter. Draft a full community refresh strategy. | fail→fail | 20,041 | 25,995 | +30% | 1 | 1 | 0% | 2,837 | 4,128 | +46% | 0 | 0 | — |