Prompt Details
Model
(claude-4-6-sonnet)
Token size
1,139
Example input
[GOAL]: "Launch a successful SaaS product in 90 days"
[CURRENT_PLAN]: "Build MVP, launch on Product Hunt, run LinkedIn ads"
Example output
Here's your full Inversion Analysis for launching a SaaS in 90 days. I'll walk through each phase, then render a safeguard dashboard you can use as a living reference.
---
## Phase 1: Invert the goal
**Inverted goal:** *"How do I completely and certainly FAIL to launch a successful SaaS product in 90 days?"*
The failure blueprint is surprisingly easy to write — because most of these are common practice:
1. Build features no one asked for by skipping discovery interviews entirely
2. Define "MVP" as "polished enough that I'm not embarrassed" — spend 70 of 90 days in code
3. Launch on Product Hunt on a random Tuesday, treat the spike as validation, and do nothing for the next two weeks
4. Run LinkedIn ads to a landing page with no free trial, no social proof, and a "Contact us for pricing" CTA
5. Set up no usage analytics — rely on instinct to decide what to build next
6. Onboard the first 10 users, hit a snag, and ghost them while fixing v2
7. Price at $0 (free tier) to "get users first" — build zero feedback loops tied to willingness to pay
---
## Phase 2: Classify failure modes---
## Phase 3: The pre-mortem
*It's December. The product never found traction.*
> "We failed because we built something people thought was interesting but wouldn't pay for. The warning signs were that our Product Hunt comments said 'cool idea' but zero people upgraded past the free tier — we ignored that because the traffic numbers felt good. The thing that actually killed us was running $800 in LinkedIn ads in week 6 to a conversion page with no social proof and a $49/mo ask — we got 212 clicks and 0 signups. We could have prevented this if we had done 10 customer interviews before writing a line of code, and launched a $29 waitlist experiment before building anything."
**Single most likely cause:** Building before validating willingness to pay.
**Earliest warning sign:** Product Hunt launch produces comments but no trial signups within 48 hours.
**Decision point:** Day 1 — before writing code, before designing anything.
---
## Phase 4: Safeguard system---
## Phase 5: The inverted action plan
| | Original plan | Inversion reveals | Corrected approach |
|---|---|---|---|
| **Assumption 1** | Build MVP, then find users | Building before validation is the #1 cause of 90-day failures | Run 10 interviews in week 1. Build only what 7+ people say they'd pay for. |
| **Assumption 2** | Product Hunt = launch success | PH is a traffic source, not a business validation event | Define PH success as "X paid trials in 7 days", not upvotes or comments. |
| **Assumption 3** | LinkedIn ads will drive growth | Ads amplify a broken funnel, they don't fix one | Organic conversion > 2% before spending a dollar on ads. |
| **Ignored entirely** | Retention after signup | 90% of SaaS churn happens in the first session, not after month 3 | Instrument the activation funnel on day 1 of build. Fix retention before growth. |
---
## Final recommendation
**To succeed at launching a SaaS in 90 days, the three most critical things to avoid are:**
1. **Writing code before confirming willingness to pay** — Talk to 10 people first. If fewer than 3 say "I'd pay $X now," you don't have a product, you have a hypothesis.
2. **Using Product Hunt traffic as a proxy for product-market fit** — Measure trial-to-paid conversion, not upvotes. PH is marketing, not validation.
3. **Running ads before fixing organic conversion** — A $200 test with zero paid results tells you more than a $2,000 campaign. Fix the funnel first, then scale it.
---
**The single most dangerous failure mode:** Treating "Build MVP → launch on Product Hunt" as a complete go-to-market plan. The plan has no feedback loop, no retention mechanism, and no signal to tell you *which* of its three steps failed. You can do all three perfectly and still launch into silence.
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CLAUDE-4-6-SONNET
Instead of asking "how do I succeed?" — ask "what guarantees failure?" Then eliminate those things. Inversion is how Charlie Munger and the best strategists think.
✅ Identifies failure modes before they happen
✅ Finds hidden risks invisible to forward thinking
✅ Turns negative clarity into positive action
✅ Works for any goal, decision, or strategy
🎯 For: strategists, founders, managers, anyone who wants to de-risk their decisions
...more
Added over 1 month ago
