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- investment-risk-scanner
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- Investment risk scanner using Buffett + Porter's Five Forces framework. Triggers when users ask "analyze XXX's risk", "is this project legit", "can I buy this stock", "Buffett framework check", "is this business model sustainable", "Ponzi", "subsidy dependent", "loss making", "valuation".
5-layer Buffett framework + Porter's Five Forces as complementary check. Built-in cases: Qutoutiao, StepN, WeWork, Quibi, Tesla, NVDA, PLTR, COIN, AMC, RIVN, BYD, Geely. Key addition: Supply Chain Finance risks (迪链-type tools), Hidden liabilities, OCF quality analysis.
🎯 Investment Risk Scanner — Buffett + Porter Framework
Core Question
"What happens if the subsidies stop?" + "Where does the OCF actually come from?"
- Users still stay without incentive? → Probably OK ✅
- OCF comes from real business, not supplier/customer financing? → Clean ✅
- Users leave immediately? → Ponzi-lite 🚨
⚠️ CRITICAL: OCF Source Quality Analysis
New mandatory check — Never look at OCF in isolation!
OCF Quality Matrix
| OCF Source |
Quality |
Example |
| Real product/service sales |
✅ Clean |
Apple iPhone sales |
| From supplier financing (欠供应商钱) |
⚠️ Dirty |
迪链模式 ⚠️ |
| From customer advance payments |
⚠️ Dirty |
预售模式 |
| From regulatory subsidies |
⚠️ Conditional |
EV补贴 |
| From working capital manipulation |
🚨 Dangerous |
延付供应商+提前收客户 |
The 迪链 Lesson (BYD case):
BYD OCF = ¥593亿 → Looks great!
BUT: ¥4000亿+ 迪链规模 = OCF partially from supplier financing
Real business OCF ≈ ¥593亿 - 供应商资金占用 ≈ ?
Part 1: Five-Layer Buffett Framework
Layer 1: Business Model
| Check |
Pass ✅ |
Danger 🚨 |
| Subsidy test |
Users stay without incentive |
🚨 No (Qutoutiao/StepN) |
| Moat describable? |
Clear description |
🚨 Vague |
| Competitor replication time |
>3 years |
🚨 Cloneable anytime |
| DCF/Owner Earnings |
Positive or estimable |
⚠️ Unclear |
Layer 2: Unit Economics
| Check |
Formula |
Danger Signal |
| User value |
Ad revenue > incentive cost? |
Qutoutiao style 🚨 |
| Token value |
Real cash flow support? |
StepN style 🚨 |
| Lending model |
Rate > cost + defaults? |
P2P style 🚨 |
| Gross margin |
>15% (industrial) |
Below = weak ⚠️ |
| Revenue vs FCF quality |
Is growth funded by real economics? |
⚠️ |
Layer 3: Management
| Check |
Pass ✅ |
Danger 🚨 |
| Skin in Game |
Major personal stake |
🚨 Barely holds shares |
| Track record |
Delivers on promises |
🚨 Misses commitments |
| Narrative |
Talks about moat |
🚨 Only talks about growth |
| Incentives |
Aligned with shareholders |
🚨 Misaligned |
| Supplier relations |
Treats suppliers fairly |
🚨 Exploits suppliers |
Quantitative: Founder/stakeholder ownership >20% = strong signal ✅
Layer 4: Valuation & Margin of Safety
| Check |
Pass ✅ |
Danger 🚨 |
| DCF estimable? |
Reasonable assumptions |
🚨 Pure speculation |
| Margin of safety? |
>30% |
🚨 Zero margin |
| Sustainable growth? |
<3% |
�️ 5%+ unrealistic |
| Growth quality? |
Organic |
🚨 Fundraising-dependent |
Quantitative Thresholds:
| Metric |
Safe ✅ |
Warning ⚠️ |
Danger 🚨 |
| Forward P/E |
<20x |
20-40x |
>40x |
| PEG Ratio |
<1.0 |
1.0-2.0 |
>2.0 |
| P/S |
<2x |
2-5x |
>5x |
| P/B |
<3x |
3-8x |
>8x |
| FCF |
Positive |
Breakeven |
Persistent negative |
| ROE |
>15% |
8-15% |
<8% |
| Net Margin |
>10% |
3-10% |
<3% |
| Debt/Equity |
<30% |
30-60% |
>60% |
Layer 5: Structural Risk
| Check |
Red Flag 🚩 |
| Liquidity |
Runway <12 months |
| Regulation |
Depends on regulatory arbitrage |
| Technology |
Single-tech dependency |
| Competition |
Rapidly disrupting industry |
| Geopolitics |
Major market concentration |
| Supply Chain Finance |
Relies on supplier financing (迪链-type) 🚨 |
Part 2: Porter's Five Forces (Complementary Framework)
Why add Porter's Five Forces?
Buffett's blind spot: He focuses on "Is this a good business?" but misses "How does industry structure determine profitability?"
The 迪链 lesson: BYD looked great by Buffett metrics (OCF ¥593B, PE 19.7x) but Porter's Five Forces would immediately ask:
"Why can BYD extract ¥4000B+ from suppliers?" → Supplier power is weak → Unstable moat
The Five Forces
New Entrants
↓
┌───────────────────────────┐
│ Industry Competition │
│ (Price War = High) │
└───────────────────────────┘
↑ ↑
Suppliers ← → Buyers
(Weak = Good) (Competitive = Bad)
Force 1: Bargaining Power of Suppliers
| Supplier Power |
Implication |
Example |
| Weak (fragmented) |
Company can extract value |
BYD vs small suppliers ✅ |
| Strong (concentrated) |
Suppliers capture value |
Rare earth miners 🚨 |
| Danger Pattern |
Company survives by squeezing suppliers |
迪链模式 ⚠️ |
Critical Check: If a company's "moat" is based on supplier exploitation, how sustainable is it?
Force 2: Bargaining Power of Buyers
| Buyer Power |
Implication |
Example |
| Weak (fragmented) |
Company sets prices |
Apple App Store ✅ |
| Strong (concentrated) |
Buyers extract value |
Car dealers vs OEMs ⚠️ |
| In EV market |
Price war = buyer power HIGH |
Bad for all EV makers ⚠️ |
Force 3: Competitive Rivalry
| Competition Level |
Signal |
Example |
| Low |
Moat is real |
Apple's ecosystem ✅ |
| High (price war) |
Commodity trap |
China EV market 🚨 |
| Price War = Maturity Stage |
Buffett: "bad industry" |
EV 2024-2026 ⚠️ |
Force 4: Threat of New Entrants
| Barrier to Entry |
Pass |
Fail |
| Capital requirements |
High barrier ✅ |
Low barrier 🚨 |
| Network effects |
Strong barrier ✅ |
No barrier 🚨 |
| Regulatory barriers |
Protects incumbent ✅ |
Open competition 🚨 |
Force 5: Threat of Substitutes
| Substitute Risk |
Example |
| Low |
iPhone → App Store ecosystem ✅ |
| High |
Fuel car → EV ⚠️ |
| Very High |
Physical retail → E-commerce 🚨 |
Part 3: Supply Chain Finance Risk (迪链-Type)
🚨 New Mandatory Check
Ask this for every company:
| Check |
Question |
Danger Signal |
| Supply chain financing |
Does company use supplier financing tools? |
迪链/商票模式 ⚠️ |
| Scale |
How large is supply chain finance? |
>20% of OCF 🚨 |
| Supplier dependency |
Are suppliers highly dependent on this company? |
Yes = systemic risk ⚠️ |
| What-if scenario |
What if sales drop 30%? Can suppliers survive? |
Supplier collapse = company risk ⚠️ |
The 迪链 Pattern (Case Study)
Company Profile:
- OCF: ¥593B positive ✅
- Apparent debt: ¥277B (5% of liabilities) ✅
- Reality: ¥4000B+ 迪链 (supply chain financing) ⚠️
- Real net debt: ¥3230B (vs reported ¥277B) 🚨
Key Insight:
OCF ¥593B ≠ "Great business"
OCF ¥593B = "Real business ¥593B" + "Supplier financing ¥???B"
Danger: If monthly sales drop below threshold (BYD: ~150k/month),
suppliers face cash crunch → systemic redemption crisis
Red Flags for Supply Chain Finance
| Flag |
What It Means |
| Company brags about "zero-interest supplier financing" |
They're extracting from suppliers ⚠️ |
| Supplier Average Payment Period > 180 days |
Likely using supply chain finance ⚠️ |
| Reported debt low but company dominates suppliers |
Hidden leverage ⚠️ |
| Industry has "dominant player" + weak suppliers |
Systemic risk if dominant player stumbles ⚠️ |
Part 4: Hidden Liabilities Checklist
🚨 New Section — Always Check These
| Hidden Liability |
How to Detect |
Risk Level |
| Supply chain financing (迪链) |
Notes payable + accounts payable days |
🚨 High |
| Operating lease obligations |
Off-balance sheet leases |
⚠️ Medium |
| Product warranties/recalls |
Accumulated warranty reserves |
⚠️ Medium |
| Environmental remediation |
EPA-type obligations |
⚠️ Medium |
| Pension underfunding |
Pension assets vs liabilities |
⚠️ Medium |
| Related party guarantees |
Guarantees on affiliate debt |
🚨 High |
| Sales-type leasing (dealer inventory) |
Auto manufacturers special |
🚨 High |
Formula for Real Net Debt:
Real Net Debt = Reported Net Debt
+ Supply Chain Finance (迪链-type)
+ Operating Lease PV
+ Pension Underfunding
+ Related Party Guarantees
- Excess Cash above operational needs
Part 5: Industry Lifecycle Check
Which Stage Is This Industry In?
| Stage |
Characteristics |
Investment Implication |
| Introduction |
High growth, unproven model |
High risk, high reward |
| Growth |
Revenue growing 20%+, competition emerging |
Buy if moat forming |
| Mature |
Growth <10%, price war begins |
⚠️ Buffett: "bad industry" |
| Decline |
Revenue shrinking, overcapacity |
🚨 Avoid |
The Price War Signal:
Mature/Decline Indicators:
- Industry-wide price cuts
- "Winner takes all" narrative
- Capacity expansion despite declining margins
- Weak players not exiting
→ Buffett 1977: "In bad industries, even brilliant management fails"
Updated Case Library
| Project |
Type |
Conclusion |
| Qutoutiao |
Ponzi-lite |
🚨 Avoid — no moat, DCF always negative |
| StepN |
Ponzi-lite |
🚨 Avoid — token has no cash flow, Ponzi structure |
| WeWork |
Turnaround trap |
🚨 Avoid — no moat, management failure |
| Quibi |
Concept failure |
🚨 Avoid — no user stickiness, unit economics collapsed |
| AMC |
Meme-stock Ponzi |
🚨 Avoid — dilution machine, bankruptcy risk |
| RIVN |
EV price war victim |
🚨 Avoid — burning cash, no clear path to profit |
| COIN |
Crypto policy bet |
🚨 High Risk — regulatory uncertainty is existential |
| TSLA |
Dream stock |
🚨 High Risk — PE 341, Elon Musk concentration risk |
| PLTR |
Government dependency |
⚠️ Watch — AIP promising but PE 500+ is rich |
| NVDA |
AI infrastructure moat |
⚠️ Watch — real moat but fully priced in |
| BYD |
EV with hidden supply chain risk |
🚨 Watch — PE 19.7x cheap BUT ¥4000B+ 迪链 ⚠️⚠️ |
| Geely |
Cheap EV, strong founder |
⚠️ Watch — PE 11x extremely cheap, FCF positive |
BYD Analysis (Updated with 迪链 Finding)
Updated structural risk: 🔴 Extremely High (was "High")
| Risk |
Level |
Note |
| 迪链 Supply Chain Finance |
🚨 ¥4000B+ hidden |
Real net debt ¥3230B vs reported ¥277B |
| Price War |
🚨 Extreme |
China EV = mature stage, price war |
| Geopolitical |
🚨 High |
US 100% tariff, EU tariffs |
| OCF Quality |
⚠️ Mixed |
Real ¥593B + supplier financing |
| Moat Sustainability |
⚠️ Uncertain |
Moat based partly on supplier extraction |
New Conclusion: ⚠️ Watch — But with much higher risk than surface metrics show
Output Format Template (Updated)
## 🎯 [Name] Risk Assessment
### 📋 Inspection Results
| Dimension | Result | Note |
|-----------|--------|------|
| Business Model | ✅/⚠️/🚨 | [One sentence] |
| Unit Economics | ✅/⚠️/🚨 | [One sentence] |
| Management | ✅/⚠️/🚨 | [One sentence] |
| Valuation | ✅/⚠️/🚨 | [One sentence] |
| Structural Risk | Low/Med/High/🔴 Extreme | [Key risks] |
### 🔍 OCF Quality Analysis [NEW]
| OCF Component | Amount | Quality |
|---------------|--------|---------|
| Real business OCF | ¥XXX | ✅ Clean |
| Supplier financing | ¥XXX | ⚠️ Dirty |
| Customer advances | ¥XXX | ⚠️ Conditional |
| **Total Reported OCF** | ¥XXX | [Mix assessment] |
### ⚠️ Porter's Five Forces Summary
| Force | Level | Implication |
|-------|-------|-------------|
| Supplier Power | Strong/Weak | [Note] |
| Buyer Power | Strong/Weak | [Note] |
| Competitive Rivalry | High/Med/Low | [Note] |
| New Entrant Threat | High/Med/Low | [Note] |
| Substitute Threat | High/Med/Low | [Note] |
### ⚠️ Key Risks
1. [Most serious risk — include hidden liabilities if found]
2. [Secondary risk]
3. [Other observations]
### ✅ Potential Upsides
1. [If any]
2. [If any]
### 📊 Quantitative Scorecard
| Metric | Value | Signal |
|--------|-------|--------|
| Forward P/E | xxx | ✅/⚠️/🚨 |
| PEG | xxx | ✅/⚠️/🚨 |
| ROE | xxx | ✅/⚠️/🚨 |
| FCF | xxx | ✅/⚠️/🚨 |
| Real Net Debt | xxx (vs reported yyy) | ⚠️ Hidden risk |
| Debt/Equity | xxx | ✅/⚠️/🚨 |
### 📌 Framework Quotes
> "[Relevant Buffett quote]"
> "[Relevant Porter insight]"
---
**Overall**: □ Investable □ Watch □ Avoid
Cross-Stock Comparison Template (Updated)
| Metric | [Stock A] | [Stock B] | Winner |
|--------|-----------|-----------|--------|
| Market Cap | $X | $Y | [A/B] |
| Forward P/E | Xx | Yx | ✅ Cheaper |
| **Real Net Debt** | ¥X (rep ¥Y) | ¥X (rep ¥Y) | ⚠️ Hidden risk |
| **OCF Quality** | Clean/Mixed/Dirty | Clean/Mixed/Dirty | ✅ Cleaner |
| ROE | X% | Y% | ✅ Higher |
| Net Margin | X% | Y% | ✅ Higher |
| FCF | $X | $Y | ✅ Better |
| Debt/Equity | X% | Y% | ✅ Lower risk |
| Supplier Power Dependency | High/Med/Low | High/Med/Low | ⚠️ Risk |
| Founder Ownership | X% | Y% | ✅ Stronger |
| Moat Depth | Strong/Med/Weak | ... | ... |
| Price War Resilience | Strong/Med/Weak | ... | ... |
| Industry Lifecycle | Intro/Growth/Mature/Decline | ... | ... |
Overall: □ [A] □ [B] □ Tie
Quantitative Decision Matrix
When scoring, use 1-5 stars:
| Score |
Meaning |
Action |
| ⭐⭐⭐⭐⭐ (5) |
Exceptional — rare opportunity |
Strong buy |
| ⭐⭐⭐⭐ (4) |
Good — meets all criteria |
Buy on dips |
| ⭐⭐⭐ (3) |
Average — mixed signals |
Watch only |
| ⭐⭐ (2) |
Below average — multiple concerns |
Avoid or sell |
| ⭐ (1) |
Poor — fails most tests |
Avoid |
Final Score = Average of 5 layers
Penalty: If hidden liabilities >50% of reported → automatic downgrade 1 star
Key Lessons from Recent Cases
The 迪链 Lesson (BYD)
What we missed: OCF ¥593B looked great, but didn't ask "HOW?"
Buffett asks: "Is this a good business?"
Porter asks: "Why can this company extract ¥4000B from suppliers?"
Answer: Because suppliers are weak → Not a sustainable moat
New rule: Always ask "Where does the OCF actually come from?"
The Correct Process
1. Buffett Layer 1-5: Check business quality
2. OCF Quality Check: Is OCF from real business or financing?
3. Porter Five Forces: Why does industry structure allow this?
4. Hidden Liabilities: What's NOT on the balance sheet?
5. Industry Lifecycle: Is this a price war (mature) industry?
Related Resources
- Buffett Moat Framework: [[护城河 (Moat) - 投资概念]]
- Buffett Valuation: [[内在价值 (Intrinsic Value)]]
- Safety Margin: [[安全边际 (Margin of Safety)]]
- Complete checklist: Feishu Wiki (投资风险快筛表)