Investment Signal

Applying structural lock-in analysis to equities and crypto assets

Analytical framework only. Not financial advice. BHI has not been backtested against historical returns. All investment decisions involve risk.

Core Thesis

The market systematically misprices structural lock-in. Markets evaluate companies through earnings, revenue growth, market share, NPS, and user counts. None of these directly measure structural switching costs. The BHI fills this gap by asking a question markets do not ask: How expensive is it for customers to leave?

Hidden Moat
BULLISH

B high, sentiment low. Market sees bad NPS and low adoption. BHI sees a deep gravitational well. The 'failure' is the opportunity.

Illusory Moat
BEARISH

B low, sentiment high. Market sees viral growth and high NPS. BHI sees zero switching costs. One better competitor captures the base.

Pre-Collapse
ALPHA

B_struct >> B_state. Infrastructure deployed, adoption lagging. Lambda is working. Convergence inevitable. Market will be surprised by stickiness.

Five Investment Signals

Signal 1Absolute B Level
B < 0.7No MoatRevenue vulnerable. Growth requires product superiority, not lock-in.
0.7 - 1.3Forming MoatTransition zone. Watch trajectory. Could go either way.
1.3 - 2.5Structural MoatMeaningful switching costs. NRR should exceed 110%. Premium valuation justified.
> 2.5Deep MoatRevenue is annuity-like. Competitors cannot displace through product alone.
Signal 2Delta-B
dB/dt > 0BULLISHLock-in accelerating. Revenue visibility improving.
dB/dt ~ 0NEUTRALMoat maintained, not deepening. Dividend strategy.
dB/dt < 0BEARISHLock-in weakening. Revenue at risk within 4-8 quarters.

Measure: Re-score quarterly. Sustained dB/dt > 0 for 3+ quarters is the strongest bullish signal.

Signal 3B_struct vs B_state Gap
Gap > 0.3Strong bullishStructural moat underexploited. Expect convergence in 4-8 quarters.
-0.1 to 0.3NeutralNormal convergence dynamics.
Gap < -0.1BearishEngagement exceeds structural support. Vulnerable to disruption.
Signal 4h-Decay Rate
phi*U > 0.03MaterialMaterial fallback decay. Lock-in deepening through skill atrophy.
phi*U > 0.06DominantDominant factor. Irreversibility regardless of product quality.

Highest h-decay sectors: AI coding assistants, financial terminals, enterprise ERP, specialized design tools.

Signal 5Component Decomposition
Hi cap + Lo escFortressPremium valuation justified.
Hi cap + Hi escContestedGrowth depends on execution.
Lo cap + Lo escNicheFragile equilibrium.
Lo cap + Hi escCommodityNo moat. Zero switching costs.

Equity Protocol

  1. Identify the revenue-critical platform (M365 for Microsoft, CRM for Salesforce, Creative Cloud for Adobe)
  2. Score 11 parameters from customer perspective (CIO for enterprise, median paying user for consumer)
  3. Compute B_struct via Observatory
  4. Estimate B_state from public metrics: NRR > 120% suggests B_state > 1.5; Logo churn < 5% suggests B_state > 2; DAU/MAU > 0.5 suggests high closeness; Multi-year contracts suggest o >= 7
  5. Compute gap. Generate combined signal.
  6. Re-score quarterly after earnings.

Signal Matrix

ConditionSignalThesis
High B + Gap>0.3 + dB>0STRONG BUYDeep moat, underexploited, deepening.
High B + Gap~0 + dB>0BUYStrong moat, fully exploited, deepening.
High B + Gap~0 + dB~0HOLDStable fortress. Income strategy.
High B + dB<0WATCHMoat eroding. Monitor quarterly.
Low B + dB>0 + t highSPECULATIVEMoat forming. Venture-style risk/reward.
Low B + dB<=0AVOIDNo moat, no trajectory. Commodity economics.

Crypto Protocol

Four-layer model:

Layer 1: Exchange (CEX)

Token signal: Exchange tokens (BNB, CRO) derive value from exchange lock-in.

Binance — d=8, m=6, a=7, p=7, n=9, c=8, x=4, s=4, h=6, o=7, t=6. B estimate: 3.5-4.5.

Layer 2: Protocol (DeFi)

Governance tokens derive value from protocol lock-in. High B = sticky TVL. The fork myth: open source code is forkable. Liquidity is not. On-chain history is not.

Aave — d=5, m=5, a=7, p=6, n=8, c=6, x=7, s=5, h=5, o=7, t=7. B estimate: 1.8-2.5.

Layer 3: Ecosystem (L1/L2)

Native tokens derive value from developer and capital lock-in. Developer lock-in is the strongest signal — deployed contracts, toolchain specificity, ecosystem grants.

Ethereum: B = 2.5-3.5 for developers. Solana: B = 2.0-3.0 (Rust/Anchor non-portable). Rising fast.

Layer 4: Wallet / Identity

Wallet lock-in affects chain/protocol usage indirectly.

MetaMask: c=9, m=6, x=3. B estimate: 1.5-2.0.

B_total = w_exchange x B_exchange + w_protocol x B_protocol
       + w_ecosystem x B_ecosystem + w_wallet x B_wallet

Weights sum to 1, reflect capital allocation.

Portfolio Construction

Gravitational Moat Portfolio

Long 8-12 positions with B > 2.0 and dB/dt > 0. Hold until dB/dt negative for 2 consecutive quarters. Exit if B drops below 1.3.

Pre-Collapse Alpha

Target positions where B_struct > 2.5 but B_state < 1.5. Alpha from convergence as B_state approaches B_struct. Position sizing: 50% of normal conviction (timing uncertainty).

Short / Hedge

High valuation + B < 0.7 + dB/dt <= 0. Market pricing a moat that does not exist structurally.

Limitations

  1. No backtesting. The thesis is logically sound but empirically unvalidated.
  2. B is necessary but not sufficient. High B does not save a company in a collapsing market.
  3. Timing gap. B predicts eventual outcome, not when. 2-5 year horizon.
  4. Crypto-specific: smart contract exploits can destroy lock-in overnight regardless of B.
  5. Scoring subjectivity. Use 3+ analyst panel with ICC validation for investment-grade analysis.
  6. Goodhart's Law risk if BHI becomes widely adopted.