Cherry-Picking

Cherry-picking is the practice of reviewing a loan pool or data tape and bidding on only the individual assets that meet a buyer's specific investment criteria, rather than purchasing the entire portfolio. The buyer filters the tape — typically by geography, lien position, unpaid principal balance, delinquency status, property type, or equity position — and submits offers on just the loans that fit their buy box. The remaining loans stay with the seller, who must find other buyers or bundle them into future offerings.

How Cherry-Picking Works in Practice

The cherry-picking process typically follows a predictable sequence:

1. Receive the tape. A seller distributes a data tape — a spreadsheet listing every loan in the portfolio with key data points like UPB, interest rate, payment status, property address, and borrower information.
2. Apply filters. The buyer screens the tape against their investment criteria. A note investor focused on first-lien non-performing loans in judicial foreclosure states, for example, would immediately exclude second liens, performing loans, and assets in states they do not work in.
3. Run preliminary due diligence. On the filtered subset, the buyer performs property valuations using comparable sales, checks tax lien status, reviews payment history, and estimates resolution timelines.
4. Submit individual bids. Rather than one price for the whole pool, the buyer submits an indicative bid on each selected loan. Pricing reflects the specific risk profile and expected return of each asset.
5. Negotiate and close. The seller accepts, counters, or rejects bids on a loan-by-loan basis.

Seller Perspectives on Cherry-Picking

Not all sellers allow cherry-picking, and their willingness depends largely on their business model and motivation:

When sellers do allow cherry-picking, they almost always price individual loans higher than they would within a bulk sale. The logic is straightforward: if a buyer takes only the best assets, the seller is left with a weaker remaining portfolio that is harder to sell. The premium on cherry-picked loans compensates for that adverse selection.

Advantages of Cherry-Picking

For individual note investors and smaller funds, cherry-picking offers several clear benefits:

• Capital efficiency. Buyers deploy capital only on assets that fit their strategy, avoiding the need to absorb loans they do not want or cannot manage.
• Targeted risk management. Rather than inheriting the full risk profile of a diverse pool — which may include unfamiliar states, property types, or borrower situations — buyers control exactly what they own.
• Focused due diligence. Performing deep due diligence on 5 loans is far more practical than on 50. Cherry-picking lets smaller teams do thorough work on every asset they bid on.
• Access to institutional inventory. Many of the best-quality notes flow through institutional channels. Cherry-picking gives smaller buyers a seat at the table, even if they cannot take down an entire portfolio.

The Tradeoff: Price vs. Selectivity

The central tension in cherry-picking is cost. Pool buyers who take entire portfolios — including the difficult assets — are rewarded with lower per-loan pricing. Cherry-pickers pay a premium for selectivity. Depending on the seller and the competitive landscape, this premium can range from 5 to 20 percent above bulk pricing.

This tradeoff defines how many successful note investors scale their businesses over time. They start by cherry-picking individual loans to learn the business, build their processes, and limit downside risk. As they develop capital, operational capacity, and confidence in their resolution strategies, they graduate to bidding on partial or full pools to capture the pricing advantage that comes with volume.

When Cherry-Picking Backfires

Cherry-picking is not without risk. Buyers sometimes over-filter and miss good opportunities that sit just outside their criteria. Others fall into the trap of bidding aggressively on the few assets they select, paying premium prices that compress returns. The most disciplined cherry-pickers maintain strict pricing discipline — the fact that a loan fits their buy box does not mean it deserves a high bid. Every cherry-picked loan must still pencil out on its own merits, and walking away from a loan that does not meet return thresholds is always an option.