Pre-Market Alpha Rule
Seek assets before efficient auctions and crowded markets erase the advantage.
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 93%
The Pre-Market Alpha Rule starts from the premise that a functioning market exists to promote price discovery and attract competition. Once many informed bidders can see an asset, obvious underpricing tends to disappear, leaving investors to argue that they are better forecasters than everyone else. The alternative is to operate before a broad market forms. Search fragmented data, identify owners or claimants with unmet financing needs, and initiate a bilateral transaction before the opportunity reaches an auction. The advantage comes from origination infrastructure, domain expertise, and the effort required to convert raw information into a financeable asset. This does not guarantee favorable pricing: investors must still validate risk and returns. It changes the source of potential alpha from superior prediction inside a crowded market to proprietary discovery and transaction creation outside it.
Origin
Eva Shang connected this rule to Legalist's use of difficult government databases to originate litigation and receivables investments. Extracted from Masters in Business.
Core principles
- 01Established markets attract competitors that arbitrage away excess returns.
- 02Being smarter than every participant is a fragile investment thesis.
- 03Proprietary origination can create opportunities before price discovery becomes efficient.
- 04Directly creating a transaction can be more attractive than winning a crowded auction.
- 05Operational difficulty can protect a niche from rapid competition.
How to run it
- 1
Diagnose Market Efficiency
Determine whether the asset already has broad visibility, standardized pricing, and multiple capable bidders.
Pro tip Assume a widely followed liquid market is efficient unless evidence demonstrates otherwise.
Watch out A belief that other bidders are foolish is not a durable edge.
- 2
Find Fragmented Information
Search public but difficult-to-access records, specialized workflows, and overlooked databases for signals of financing demand.
Pro tip Favor data sources whose operational friction discourages casual competitors.
Watch out Public availability does not automatically make data accurate, complete, or usable.
- 3
Identify an Unmet Need
Find counterparties with valuable claims, contracts, or receivables but insufficient liquidity, time, or market access.
Pro tip Exclude large counterparties that can already obtain cheaper conventional financing.
Watch out An overlooked asset is not valuable merely because it is obscure.
- 4
Originate Directly
Contact the relevant repeat player or asset owner before the opportunity enters a competitive sale process.
Pro tip Use timely events to make outreach specific and relevant rather than generic.
Watch out Poorly timed outreach can appear opportunistic or uninformed.
- 5
Create the Transaction
Structure terms that solve the counterparty's financing problem while preserving a sufficient margin of safety for the investor.
Pro tip Make the structure easier to understand than the underlying discovery process.
Watch out Proprietary sourcing cannot rescue unfavorable economics.
- 6
Protect the Origination Edge
Automate repeatable discovery, deepen domain knowledge, and build relationships with repeat participants.
Pro tip Combine data-driven sourcing with trusted human relationships.
Watch out Successful niches eventually attract competitors and lose excess returns.
In the wild
A data system scans government contract records and identifies a small contractor accumulating approved receivables faster than it can finance new work. Rather than waiting for the contractor to hire an adviser and solicit competing lenders, the investor approaches it directly with a revolving facility secured by government payments.
→ The investor creates a bilateral opportunity before competitive bidding compresses the return.
Common mistakes
Assuming Obscurity Equals Alpha
Some assets lack a market because they are uneconomic, legally defective, or too costly to service.
Competing in the Auction Anyway
Discovering an opportunity early provides little advantage if the investor then allows it to become a broadly marketed sale.
Neglecting Relationships
Data can identify opportunities, but repeat counterparties and trusted intermediaries remain important for access and execution.
Is it for you?
Best for
It is best for alternative investors and entrepreneurs capable of discovering and originating overlooked transactions directly.
Not ideal for
It is not ideal for teams lacking proprietary data, operational sourcing capacity, or expertise in negotiating nonstandard transactions.
From the transcript
“anytime there's a market, the purpose of a market is to compete out all the alpha”
“where you should try to be instead is the area where there hasn't been a market formed yet.”
“You should try to be at the place where there isn't a sale and then try to force them into a sale. Rather than going…”
From the episode
Eva Shang on Litigation Finance Funds
Eva Shang