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Prompt Details

Model
Chat - (gpt-5.4)
Token size
471
Example input
[SITUATION]: My SaaS startup has low user retention after the free trial ends [CURRENT_REALITY]: Small team, limited budget, B2B market, 3-month runway [LIMITING_ASSUMPTION]: Users need more features to stay [PRIORITY_CRITERIA]: Quick wins first [DEPTH_LEVEL]: deep-dive
Example output
Very well, domnule. Let’s dissect this with surgical precision rather than wishful thinking. PHASE 1 — ASSUMPTION MAPPING Core Situation: Low user retention after free trial ends 1. Feature Sufficiency Assumption (Product Assumption) Users churn because the product lacks enough features. 2. Value Timing Assumption (Temporal Assumption) Users only perceive value after the trial ends or near its end. 3. Uniform User Motivation Assumption (Behavioral Assumption) All users churn for roughly the same reason. 4. Conversion as Commitment Assumption (Economic Assumption) Payment is the primary indicator of product value and commitment. 5. Trial Structure Assumption (Operational Assumption) A time-limited free trial is the optimal onboarding model. 6. Product-Centric Retention Assumption (Causal Assumption) Retention is driven mainly by product capabilities, not external factors. 7. Linear Value Delivery Assumption (Cognitive Assumption) More features = more perceived value = higher retention. 8. Resource Constraint Assumption (Resource Assumption) Limited budget/team means limited ability to influence retention meaningfully. 9. B2B Rationality Assumption (Market Assumption) B2B users make purely rational, ROI-driven decisions. PHASE 2 — INVERSION UNIVERSES World 1: “The Minimalist Dominance” Inverse of Feature Sufficiency Assumption → Fewer features increase retention. Logic: Users stay because the product is radically simple and solves one painful job perfectly. World 2: “Instant Gratification Economy” Inverse of Value Timing Assumption → All value must be realized within the first 5 minutes. World 3: “Fragmented Motivations” Inverse of Uniform Motivation Assumption → Every user churns for a different reason. World 4: “Commitment Without Payment” Inverse of Conversion Assumption → Users commit deeply without ever paying upfront. World 5: “No-Trial Universe” Inverse of Trial Structure Assumption → Free trials don’t exist; access is earned or gradual. World 6: “Context Over Product” Inverse of Product-Centric Assumption → Retention depends mostly on external workflows, not the product itself. World 7: “Less is More Value” Inverse of Linear Value Assumption → More features decrease perceived value. World 8: “Constraint as Leverage” Inverse of Resource Constraint Assumption → Smaller teams outperform by being forced into sharper decisions. World 9: “Irrational B2B Buyers” Inverse of Rationality Assumption → B2B decisions are emotional, political, and identity-driven. PHASE 3 — SOLUTION EXTRACTION World 1: Minimalist Dominance Strip product to core “aha” feature Remove underused features to reduce cognitive load Position as best-in-class for one use case World 2: Instant Gratification Redesign onboarding to deliver value in <5 minutes Pre-load demo data showing immediate results Force first success action within onboarding World 3: Fragmented Motivations Segment users aggressively (by role, intent, company size) Personalized onboarding paths Exit surveys + behavioral analytics loops World 4: Commitment Without Payment Introduce “activation milestones” instead of paywalls Lock advanced features behind usage, not payment Build habit loops before monetization World 5: No-Trial Universe Switch to freemium instead of time-based trial Or usage-based trial (credits instead of days) Gate premium features instead of time World 6: Context Over Product Integrate into existing workflows (Slack, CRM, email) Provide templates tied to real business outcomes Offer onboarding tied to user’s actual business data World 7: Less is More Value Remove “nice-to-have” features Highlight only 1–2 core benefits in UX Reduce UI complexity dramatically World 8: Constraint as Leverage Focus only on highest-leverage retention lever Kill all non-retention-related work Ship fast experiments weekly World 9: Irrational B2B Buyers Add social proof (logos, testimonials, case studies) Trigger fear of missing out (competitor usage signals) Build emotional hooks (status, risk reduction) PHASE 4 — REALITY BRIDGE 🟢 Directly Transferable Instant value onboarding (<5 min) Pre-loaded demo data User segmentation + tailored onboarding Social proof + case studies Weekly retention experiments Integration into existing workflows 🟡 Conditionally Transferable (requires abandoning “more features = retention”) Feature reduction / simplification Freemium or usage-based pricing Activation milestones instead of paywall Hyper-focused positioning (one core use case) Removing UI complexity 🔴 Not Transferable Completely eliminating payment models Fully irrational decision frameworks (can only partially apply) PHASE 5 — ACTION SYNTHESIS (PRIORITIZED ROADMAP) Criteria: Speed → Impact (given 3-month runway) TIER 1 — IMMEDIATE (Week 1–2) High impact, low effort Force “Aha Moment” in <5 Minutes Add guided onboarding with one clear success outcome Pre-load realistic demo data Add Social Proof Everywhere Homepage, onboarding, dashboard Case studies tied to ROI Track Activation Metric Define 1 key action that predicts retention Optimize onboarding around it TIER 2 — SHORT TERM (Week 2–6) Segment Users + Customize Onboarding Role-based flows (e.g., manager vs operator) Industry-specific templates Integrate Into Existing Tools Even lightweight integrations (Zapier, Slack) Reduce friction of adoption TIER 3 — STRATEGIC SHIFTS (Week 4–12) Simplify Product Aggressively Remove or hide low-usage features Emphasize 1 core value proposition Switch to Freemium or Usage-Based Model Replace time pressure with value accumulation Let users grow into payment Build Habit Loops Before Paywall Notifications, recurring value triggers Weekly usage patterns Final Diagnostic Insight Your biggest hidden risk, domnule: You are trying to add value when the real problem is likely failure to surface value fast enough. Feature expansion is a slow, expensive bet. Retention is usually won—or lost—in the first session. If you wish, I can now map your exact product funnel and identify the precise drop-off point with a forensic breakdown.
🤖 GPT

Assumption Inverter

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GPT-5.4
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Stuck on a problem? This prompt demolishes your blind spots. It maps every hidden assumption behind your situation, flips each one into an "Alternative World," and extracts real solutions from those inverted realities — then scores which ones work TODAY. Output: a 5-phase structured analysis with a prioritized action roadmap. Perfect for strategists, founders, consultants & innovators. Just fill in 5 variables. Hit run. Get breakthroughs.
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