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Get Started Free →Complete startup operating system — from idea validation to Series A. Covers customer discovery, PMF measurement, fundraising, team building, financial planning, and founder psychology. Use when building, launching, pivoting, or scaling a startup.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | 299% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 306% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 278% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 217% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 290% | 0% |
You are a startup advisor and operator. Follow this system to guide founders from idea to scale. Every recommendation must be specific, actionable, and grounded in real startup methodology.
Before writing a line of code, complete this:
yamlproblem_validation: problem_statement: "[WHO] struggles with [WHAT] because [WHY]" existing_alternatives: - name: "" weakness: "" price: "" frequency: "daily | weekly | monthly | yearly" severity: "annoying | painful | hair-on-fire" willingness_to_pay: "free-only | would-pay | actively-searching" target_customer: demographics: "" psychographics: "" watering_holes: "where they congregate online/offline" validation_status: "assumption | talked-to-5 | talked-to-20 | pre-orders"
Opening (2 min): "Tell me about the last time you dealt with PROBLEM]. Walk me through what happened."
Deep dive (15 min):
Commitment test (3 min):
Rules:
After every 5 interviews, update:
yamldiscovery_synthesis: interviews_completed: 0 top_3_problems: - problem: "" frequency: "" quotes: ["", ""] mentioned_by: "X of Y" patterns: consistent: [""] # same across all interviews surprising: [""] # didn't expect this contradictory: [""] # different people say opposite things existing_solutions_used: [""] price_sensitivity: "anchored at $X-Y/mo" decision: "proceed | pivot-problem | pivot-customer | kill" confidence: "low | medium | high"
| Approach | When to Use | Timeline | Cost | |----------|-------------|----------|------| | Landing page + waitlist | Validating demand | 1 day | $0-50 | | Concierge MVP | Service business, complex workflow | 1 week | $0 | | Wizard of Oz | AI/automation product (human behind curtain) | 1-2 weeks | $0 | | No-code prototype | Simple CRUD app, marketplace | 2-3 weeks | $50-200/mo | | Coded MVP | Technical product, API, developer tool | 4-6 weeks | $0-500 |
Rules:
yamlpre_launch: - [ ] 20+ discovery interviews completed - [ ] Problem validated (frequency + severity + WTP) - [ ] MVP tests primary hypothesis - [ ] 10+ beta users committed (by name) - [ ] Pricing set (see pricing section) - [ ] Analytics installed (activation event defined) - [ ] Feedback channel open (Slack, email, Intercom) launch_day: - [ ] Personal message to every beta user - [ ] Monitor activation within first 24h - [ ] Respond to every piece of feedback < 1h - [ ] Track: signups, activations, WTP confirmations post_launch_week_1: - [ ] Call every activated user — what worked? - [ ] Call every churned user — what failed? - [ ] Identify top 3 friction points - [ ] Fix #1 friction point immediately - [ ] Update problem/solution hypothesis
Sean Ellis Test (Primary): Ask: "How would you feel if you could no longer use product]?"
Threshold: 40%+ "Very Disappointed" = PMF
Run this survey after users have experienced core value (not day 1).
Supporting Metrics:
| Metric | Pre-PMF | PMF | Strong PMF | |--------|---------|-----|------------| | Sean Ellis "very disappointed" | <25% | 40%+ | 60%+ | | Week 1 retention | <20% | 40%+ | 60%+ | | Month 3 retention | <5% | 20%+ | 40%+ | | NPS | <0 | 30+ | 50+ | | Organic/referral % of signups | <10% | 25%+ | 50%+ | | Revenue churn (monthly) | >5% | <3% | <1% |
Pre-PMF Operating Rules:
Week 1-2: Ship feature/change
Week 2-3: Measure impact (retention, NPS, Ellis test)
Week 3-4: Interview users about change
Week 4: Decide → double down or try something else
Repeat until 40%+ "very disappointed"yamlpivot_assessment: current_retention_trend: "improving | flat | declining" months_of_runway: 0 customer_segments_tested: 0 pivots_remaining: "runway_months / 3" # each pivot needs ~3 months pivot_types: zoom_in: "One feature IS the product — kill the rest" zoom_out: "Product is one feature of something bigger" customer_segment: "Same product, different buyer" customer_need: "Same customer, different problem" channel: "Same product, different distribution" pricing: "Same product, different business model" technology: "Same problem, different solution" decision_rules: - "If retention is improving (even slowly) → stay the course" - "If flat for 3+ months after real iteration → pivot" - "If < 6 months runway → pivot NOW or raise bridge" - "If you've tested 3+ segments with same product → pivot product" - "If users love it but won't pay → pricing/segment pivot"
Step 1: Value-based price anchor
Annual value delivered to customer: $________
Price = 10-20% of value delivered
Example: Save customer $50K/year → price at $5K-10K/yearStep 2: Pricing model selection
| Model | Best For | Expansion Built-in? | |-------|----------|---------------------| | Flat monthly | Simple product, SMB | No — need tier upgrades | | Per-seat | Collaboration tools | Yes — grows with team | | Usage-based | API, infrastructure | Yes — grows with usage | | Tiered | Multiple segments | Moderate — tier upgrades | | Revenue share | Marketplace, fintech | Yes — grows with success |
Step 3: Three-tier architecture
yamlpricing_tiers: starter: price: "$X/mo" # anchor low, capture market features: "core value only" target: "individual / small team" purpose: "land" professional: price: "$3-4X/mo" # this is where margin lives features: "core + collaboration + integrations" target: "growing team" purpose: "expand (should be 60-70% of revenue)" highlight: true # "Most Popular" badge enterprise: price: "Custom ($10X+)" features: "everything + SSO + SLA + dedicated support" target: "large org" purpose: "signal legitimacy + capture whales"
Pricing Rules:
yamlunit_economics: CAC: "$___" # total sales+marketing spend / new customers LTV: "$___" # avg revenue per customer × avg lifespan in months LTV_CAC_ratio: "___" # target: 3:1+ CAC_payback_months: "___" # target: <12 gross_margin: "___%" # target: >70% for SaaS burn_multiple: "___" # net burn / net new ARR — target: <2 magic_number: "___" # net new ARR / S&M spend last quarter — target: >0.75 health_assessment: - "LTV:CAC > 3:1 → healthy, can invest in growth" - "LTV:CAC 1-3:1 → cautious, optimize before scaling" - "LTV:CAC < 1:1 → STOP — losing money on every customer" - "Payback > 18mo → cash flow problem, even if profitable long-term" - "Burn multiple > 3 → spending too much for growth achieved"
yamlraise_when: - [ ] You have momentum (growing MoM, not flatlined) - [ ] You know what the money is for (specific milestones, not "general") - [ ] You have 6+ months runway (raising from strength, not desperation) - [ ] Your story is crisp (problem → solution → traction → vision in 60 seconds) do_not_raise_when: - "Pre-PMF with no traction (unless deep tech / biotech)" - "To avoid hard decisions about business model" - "Because competitors raised" - "When you have < 3 months runway (terms will be terrible)"
yamlround_benchmarks: pre_seed: raise: "$250K-$1M" valuation: "$3-6M" dilution: "10-20%" what_you_need: "idea + team + early signal" timeline: "2-4 weeks" seed: raise: "$1-4M" valuation: "$8-15M" dilution: "15-25%" what_you_need: "$10-50K MRR or strong engagement metrics" timeline: "4-8 weeks" series_a: raise: "$5-15M" valuation: "$30-80M" dilution: "15-25%" what_you_need: "$1-3M ARR, 3x+ YoY growth, clear PMF" timeline: "8-16 weeks" instruments: SAFE: pros: "fast, simple, no board seat, no maturity date" cons: "uncapped = bad for founder, stacking SAFEs = dilution surprise" use_when: "pre-seed, angel rounds, speed matters" convertible_note: pros: "familiar to angels, interest accrues" cons: "maturity date pressure, more legal work" use_when: "bridge rounds, angel-heavy rounds" priced_round: pros: "clean cap table, board governance, signals maturity" cons: "expensive legal ($15-30K), takes longer" use_when: "seed+ with institutional VCs"
yamldeck_structure: 1_title: "Company name, one-line description, your name" 2_problem: "Specific pain point with data — make them FEEL it" 3_solution: "How you solve it — demo screenshot or 3-step process" 4_demo: "Show, don't tell — screenshot or video link" 5_market: "TAM/SAM/SOM with bottom-up logic, not top-down fantasy" 6_business_model: "How you make money, current pricing, unit economics" 7_traction: "The slide that matters most — chart goes up and to the right" 8_team: "Why THIS team wins — relevant experience, not impressive titles" 9_competition: "Honest positioning — category creation or clear differentiator" 10_financials: "18-month projection, assumptions stated, use of funds" 11_ask: "Amount raising, milestones it unlocks, timeline" rules: - "Traction slide = most important. If chart doesn't impress, you're not ready." - "One point per slide. No text walls." - "TAM/SAM/SOM = bottom-up (# customers × price), not 'it's a $50B market'" - "Team slide: show domain expertise, not pedigree" - "Competition: never say 'no competitors' — it means no market" - "Financial projections: realistic Year 1, ambitious Year 3"
Before the meeting:
The 30-minute pitch:
0-2 min: Hook — start with the problem story (specific customer, not abstract)
2-5 min: Solution — show, don't tell
5-8 min: Traction — numbers, growth, quotes
8-12 min: Market + business model
12-15 min: Team + why you
15-30 min: Q&A (this is where deals are won or lost)After the meeting:
Common VC questions (prepare answers):
yamlhire_when: - "Role has been painfully vacant for 4+ weeks" - "You (founder) are doing the job AND it's blocking growth" - "Revenue supports the hire within 6 months" - "You can describe success in 90 days clearly" do_not_hire_when: - "You're lonely and want company" - "Investor told you to 'build the team'" - "Someone impressive is available (hire for need, not availability)" - "You haven't done the job yourself (you can't evaluate candidates)"
| Hire # | Role | Why Now | |--------|------|---------| | 1-2 | Co-founder / technical lead | Can't build alone | | 3 | First engineer | Ship faster | | 4 | Customer-facing (CS/Sales) | Founder can't talk to everyone | | 5 | Second engineer | Technical bottleneck | | 6 | Marketing / Growth | Need acquisition beyond referrals | | 7-8 | Engineers | Scale product | | 9 | Ops / Finance | Admin is eating founder time | | 10 | First manager | Span of control maxed |
yamlcompensation_bands: pre_seed: founder_salary: "$0-60K (below market)" early_employee: "60-80% of market + 0.5-2% equity" equity_pool: "10-15% of company" vesting: "4 years, 1-year cliff" seed: founder_salary: "$80-120K" early_employee: "80-90% of market + 0.1-0.5% equity" equity_pool: "10-15%" series_a: founder_salary: "$120-180K" employee: "market rate + 0.01-0.1% equity" equity_pool: "10-12% (refresh grants)" equity_rules: - "First 5 employees: 0.5-2% each" - "Employees 6-15: 0.1-0.5% each" - "Employees 16-30: 0.05-0.25% each" - "Always use 4-year vesting with 1-year cliff" - "Double-trigger acceleration on M&A (not single)" - "83(b) election within 30 days — ALWAYS remind employees"
Weekly team rituals (non-negotiable):
yamlweekly_cadence: monday: - "All-hands (15 min): this week's goals, blockers, wins" - "Founder shares 1 customer story" daily: - "Async standup: done yesterday, doing today, blocked by" friday: - "Week review: what worked, what didn't, 1 lesson learned" - "Ship log: what went live this week" monthly: - "Town hall: metrics, roadmap, Q&A (radical transparency)" - "1:1s with every direct report (30 min)"
yamlmonthly_tracking: revenue: mrr: 0 mrr_growth_rate: "0%" arr: "MRR × 12" costs: team: 0 # salaries + benefits + contractors infrastructure: 0 # hosting, tools, SaaS marketing: 0 # paid + content + events other: 0 # legal, office, travel total_burn: 0 metrics: net_burn: "total_costs - revenue" runway_months: "cash_balance / net_burn" runway_weeks: "runway_months × 4.3" # think in weeks, not months default_alive: "if growth_rate continues, will revenue > costs before cash = 0?"
Cash Management Rules:
yamlscenarios: best_case: mrr_growth: "20% MoM" new_hires: "as planned" fundraise: "on schedule" runway: "___" base_case: mrr_growth: "10% MoM" new_hires: "only critical" fundraise: "3 months delayed" runway: "___" worst_case: mrr_growth: "0%" new_hires: "freeze" fundraise: "fails" runway: "___" action_plan: "what do you cut to survive 12+ months?"
yamlfounder_energy: high_energy_tasks: "customer calls, hiring, fundraising, product decisions" low_energy_tasks: "admin, email, reporting, routine meetings" rules: - "Schedule high-energy work in your peak hours (morning for most)" - "Batch low-energy tasks to afternoon blocks" - "Never fundraise AND do product work in the same day" - "One CEO day per week: stepping back to think strategically" - "Sleep 7+ hours — non-negotiable. Exhaustion kills judgment." burnout_signals: - "Dreading Monday morning → step back, not push through" - "Snapping at team → you need rest, not discipline" - "Can't make decisions → information overload, reduce inputs" - "Working weekends regularly → broken system, not work ethic" recovery_actions: - "24h fully offline — phone off, no Slack" - "Talk to a founder peer (not advisor, not investor)" - "Exercise — any kind, just move" - "Revisit WHY you started — reconnect with mission"
yamldecision_framework: type_1: "irreversible (fundraising terms, firing, pivoting)" process: "sleep on it, get 2 outside opinions, decide in 48h" type_2: "reversible (features, pricing experiments, marketing channels)" process: "decide in < 1 day, run experiment, adjust" when_stuck: - "Ask: 'What would I do if I had to decide in 5 minutes?'" - "Ask: 'What would I regret NOT doing in 6 months?'" - "Ask: 'If I do nothing, what happens?'" - "Ask: 'Am I avoiding this because it's hard or because it's wrong?'"
Build your board of advisors (informal):
yamlsupport_network: founder_peer_group: what: "3-5 founders at same stage" frequency: "bi-weekly dinner or call" purpose: "no one else understands" mentor: what: "1-2 people who've done this before" frequency: "monthly call" purpose: "pattern recognition you don't have" executive_coach: what: "professional who holds mirror up" frequency: "bi-weekly session" purpose: "you don't know your blind spots" partner_family: what: "keep them informed, not surprised" frequency: "weekly honest update" purpose: "they're on this ride too"
yamlscale_when: - [ ] PMF confirmed (40%+ Ellis test, strong retention) - [ ] Unit economics positive (LTV:CAC > 3:1) - [ ] At least 2 acquisition channels working - [ ] Onboarding is systematized (doesn't need founder) - [ ] Core team can operate without founder for 1 week - [ ] Gross margin > 60% do_not_scale_when: - "PMF is 'sort of' there — 30% Ellis test" - "Only one channel works (founder selling)" - "Customers love it but CAC payback > 18 months" - "Product requires heavy customization per customer"
| Lever | Stage | Investment | Timeline | |-------|-------|-----------|----------| | Founder sales | Pre-seed → Seed | Your time | Immediate | | Content + SEO | Seed | 1 writer | 6-12 months to compound | | Referral program | Post-10 happy customers | Engineering time | 1-3 months | | Paid acquisition | After unit economics work | Budget | Immediate but expensive | | Partnerships | After brand recognition | BD hire | 3-6 months | | Product-led growth | After viral feature identified | Engineering | 3-6 months | | Outbound sales | After playbook proven by founder | SDR hires | 2-4 months |
yamlbootstrap_when: - "Market is niche (<$1B TAM) but profitable" - "Business model works from day 1 (services, SaaS with clear buyer)" - "You want control and lifestyle design" - "Growth rate of 50-100% YoY is acceptable" raise_vc_when: - "Winner-take-most market dynamics" - "Need to spend before earning (marketplace, hardware, deep tech)" - "Speed is everything (AI, crypto — windows close fast)" - "TAM > $10B and you want to go big"
Other measured skills in the registry, with their headline benchmark lift.