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Can Violet diagnose what's driving this and give me a concrete retention action plan with the numbers?","exampleUseCases":[{"title":"Diagnosing high post-onboarding churn","prompt":"Our SaaS loses about 30% of customers in the first 90 days after signup, and support tickets spike in week two. Ask Violet to diagnose the root cause and tell me exactly what we should fix first, with the retention math laid out."},{"title":"Turning support team into retention engine","prompt":"Our customer support team handles about 200 tickets a week but we're not using those interactions to retain customers — people still churn at 6% monthly. Get Violet to coach me on how to turn support into a reason customers stay, with specific actions for the team."},{"title":"Retention strategy for a struggling SaaS","prompt":"We just lost three enterprise accounts worth $120K ARR in the last quarter and our NPS is dropping. Have Violet analyze our churn situation and give us a retention playbook with concrete steps and a deliverable we can hand to our CS team."}],"resultDescription":"Returns a structured coaching output that includes a churn/retention diagnosis identifying root causes, supporting arithmetic (e.g. churn rate calculations, revenue impact), prioritized concrete actions the team can take, and a typed deliverable (such as a retention playbook, process checklist, or communication template) ready to implement.","failureModes":["Insufficient business context provided results in vague or generic diagnosis","Ambiguous or missing churn metrics may reduce arithmetic accuracy","Very niche industry context may limit benchmark comparisons","Request timeout if prompt is extremely long or complex"],"whenToPreferThis":"Choose Violet when you specifically need to address customer churn, retention strategy, or transforming a support function into a retention lever. 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