The Real Estate Cycle: What History Tells Note Investors

Why Do Note Investors Need to Think in Cycles?

Most investors enter the secondary mortgage market during a specific moment -- a period of abundant supply, rising media attention, or a recommendation from someone already in the business. That entry point colors everything. If you start during a period of deep discounts and heavy inventory, you assume those conditions are normal. If you start during a period of compressed pricing and scarce deal flow, you assume the opportunity has passed.

Both assumptions are wrong. The note industry, like every financial market, moves in cycles, and those cycles ride on the real estate cycle underneath them. Supply expands and contracts. Pricing compresses and widens. Competition intensifies and fades. The investors who build durable businesses are the ones who understand where they sit within these cycles and adjust their strategy accordingly, rather than assuming the current conditions will last forever. Bank call-report data on the NPL Explorer is one live read on where supply stands, alongside a long-term view of the secondary mortgage market and how bank reserve ratios signal NPL supply.

This is not abstract theory. The historical record of the non-performing loan market offers clear, repeating patterns that informed investors can use to make better acquisition decisions, price assets more accurately, and avoid the twin traps of overconfidence in good times and paralysis in lean ones.

The Four Phases of a Note Market Cycle

The secondary note market moves through four distinct phases, and each one rewards a different set of behaviors.

Phase 1: The Supply Shock

A supply shock occurs when a large volume of distressed debt enters the secondary market in a compressed timeframe. The triggers vary -- a financial crisis, a regulatory change, a wave of government-sponsored enterprise portfolio dispositions -- but the pattern is consistent. Institutions that hold non-performing loans reach a threshold where the cost of carrying that debt exceeds the cost of selling it at a discount, and they begin liquidating.

The biggest supply shock in modern note investing came out of the 2008 financial crisis. In all, 489 FDIC-insured banks failed from 2008 through 2013, and the FDIC liquidated most of the failed-bank assets it kept through cash sales, securitizations and joint ventures (FDIC). Fannie Mae and Freddie Mac followed with sales of non-performing loans that began with a Freddie Mac pilot in 2014; through December 31, 2024, the two had sold 173,571 NPLs with $31.8 billion of unpaid principal (FHFA). For buyers with capital, supply was not the constraint.

But 2008 was not unique. In the savings and loan crisis, the Resolution Trust Corporation, set up in 1989, closed 747 S&Ls with assets of over $407 billion (Federal Reserve History). And the GSE sales show that a policy decision, not only a crash, can open a supply window. Each of these events created a window of opportunity for prepared buyers.

Phase 2: The Discovery Period

As supply increases and early movers generate outsized returns, attention follows. Media coverage expands. Educational content proliferates -- books, courses, podcasts, conferences. New investors enter the market, attracted by the returns that early participants are reporting.

This phase is self-reinforcing. More attention creates more buyers. More buyers create more demand for education and deal sourcing. More education creates more capable buyers who can transact at higher volumes. The market becomes more efficient, more visible, and more competitive with each passing quarter.

In our view, the discovery period for the post-2008 cycle ran through the middle of the 2010s. Press coverage, note investing conferences, online communities and educational programs created a pipeline of new entrants, and the buyer pool expanded.

Phase 3: Price Compression

More buyers competing for the same inventory produces the inevitable result: prices rise. Assets that once traded at deep discounts, performing loan pools and NPLs alike, begin trading much closer to face value. Sellers recognize the increased demand and adjust their expectations upward. Bidding processes become more competitive. The margin of safety that once cushioned inexperienced investors shrinks.

Price compression does not mean the opportunity disappears. Even a dollar of debt bought at 65 cents is a 35% discount to face value, backed by real property. But the margin for error narrows, and investors who relied on deep discounts to compensate for sloppy analysis find themselves unable to generate acceptable returns.

Phase 4: Market Reset

Every cycle on record has eventually reset. Economic conditions shift. A recession can raise default rates and bring new inventory to market. Regulatory changes can force institutions to recognize losses they have been deferring. Overleveraged investors who entered during the discovery phase exit the market when returns disappoint, reducing competition.

The reset does not always require a crisis. Sometimes it is gradual -- a slow increase in delinquency rates, a policy change at Fannie Mae or Freddie Mac that releases a new category of assets, or an economic slowdown that creates a fresh population of borrowers who cannot sustain their payments. The specifics change. The pattern does not.

How Does Residential Real Estate Signal Where We Are in the Cycle?

Residential real estate markets are a leading indicator for the note industry, though the relationship is indirect rather than immediate.

When home prices in major markets rise too quickly, affordability erodes. Buyers stretch into mortgages they can barely sustain. Adjustable-rate products and creative financing structures emerge to bridge the gap between what people can afford and what the market demands. These are the conditions that eventually produce defaults.

The pattern was visible in the early 2000s, when 100% financing and no-documentation loans fueled a bubble that ended in the 2008 crisis. Prices ran up again after 2020: the S&P Cotality Case-Shiller national home price index rose about 41% from February 2020 to June 2022 (FRED), helped by pandemic-era demand and a 30-year mortgage rate that hit a record-low 2.65% in January 2021 (Freddie Mac survey on FRED). Whether a run-up ends in defaults depends on how stretched the borrowers are, not only on how far prices rose.

A critical distinction, however, is that not all price segments behave the same way. In our experience, homes at the entry level of a local market hold buyer demand better than its high end, because they serve the largest pool of buyers.

Higher-priced homes, by contrast, are more sensitive to interest rate changes, employment conditions, and consumer confidence. When those markets cool, the ripple effects can reach the note market in the form of increased delinquencies and new non-performing loan inventory.

For note investors, monitoring residential price trends in specific markets provides an early signal about future supply. A market that appreciated rapidly and then plateaued or declined is a market to watch for rising delinquencies.

How Has Capital Flow Shaped the Note Market Over Time?

One of the most significant structural changes in the note industry has been the entry of institutional capital. Understanding how capital flows through the market at different points in the cycle is essential for individual investors who need to compete -- or more precisely, choose where not to compete.

The Institutional Wave

In the early years of the post-crisis note market, the large pools went to large buyers, but one-off loans and small second-mortgage trades were often too small to justify an institution's operational overhead. In our experience, that left real room for small operators who could analyze, bid on, and resolve loans one at a time.

As the market matured, institutional capital followed the returns. Hedge funds, private equity firms, and specialty finance companies built teams and technology platforms to acquire and resolve non-performing loans at scale; the largest buyers in the Fannie Mae and Freddie Mac NPL sales through 2024 included Lone Star, Pretium Mortgage Credit Partners and Goldman Sachs's MTGLQ Investors (FHFA, Table 2). Their entry changed the competitive dynamics in several ways:

• Pricing floors rose. Institutional buyers can accept lower per-loan returns because they operate at volume. Their presence at auction puts upward pressure on prices that individual investors must contend with.
• Seller preferences shifted. The GSEs sell in pools; even the offerings built for smaller buyers, Fannie Mae's Community Impact Pools and Freddie Mac's EXPO pools, are pools rather than single loans (FHFA). That tends to create a two-tier market where pool buyers get first access and individual investors often buy loans after they have already traded once.
• Operational standards increased. Institutional participants brought compliance infrastructure, standardized servicing requirements, and legal frameworks that raised the bar for all market participants.

Where Individual Investors Still Have an Edge

Despite institutional competition, individual note investors retain structural advantages in several areas:

The individual investor's advantage is granularity. Institutional buyers optimize for portfolio-level returns and cannot justify the per-unit cost of deeply investigating every borrower's situation. The individual investor who masters borrower resolution -- who understands local market conditions, county-specific legal timelines, and the psychology of homeowner engagement -- can extract value from assets that institutional players pass over or resolve suboptimally.

Preparedness Over Prediction: Lessons from Past Cycles

The temptation when studying cycles is to try to time the market -- to buy only at the bottom and sell only at the top. In practice, market timing in the note industry is both difficult and unnecessary.

It is difficult because the triggers for cycle shifts are unpredictable. No one in 2006 knew the precise timeline of the financial crisis. Few investors in 2019 planned for the pandemic-driven market dislocations of 2020. The specific events that create supply shocks and market resets cannot be forecast with precision.

It is also, in our view, unnecessary. The fundamental value proposition -- acquiring the right to collect a dollar of debt for substantially less than a dollar, secured by real property -- can work at multiple price points throughout the cycle. Returns are larger when discounts are deeper, but disciplined buying can still work when pricing is compressed.

What past cycles teach instead is preparedness over prediction:

• Maintain liquidity. In each supply shock described above, the investors positioned to buy were the ones who had capital available when inventory surged. Keeping a portion of your portfolio in liquid, deployable form ensures you can act when the cycle turns.
• Build relationships continuously. Deal flow in the note business is relationship-driven. The brokers, sellers, and servicers you build relationships with during quiet periods are the same ones who call you first when inventory spikes.
• Sharpen skills during lean periods. When inventory is scarce and pricing is compressed, the best use of time is improving your resolution capabilities, studying new markets, and building systems that will allow you to scale when conditions improve.
• Do not chase yield. During compressed periods, the temptation is to overpay for assets or take on additional risk to maintain return targets. Disciplined investors accept lower volume rather than lower quality.

How Do Regulatory and Policy Changes Drive Cycle Shifts?

Beyond macroeconomic forces, regulatory and policy decisions have historically been among the most powerful drivers of note market cycles.

When the government extends forbearance programs or relaxes accounting standards for banks, it delays the recognition of non-performing assets. Loans that would otherwise be sold into the secondary market remain on institutional balance sheets, reducing supply. When those programs expire or accounting rules tighten, a backlog can reach the market, though not always: after the 2020 forbearance programs, U.S. foreclosure filings fell in 2021 to their lowest level since ATTOM began tracking in 2005 (ATTOM).

The government-sponsored enterprises -- Fannie Mae and Freddie Mac -- play an outsized role in this dynamic. GSE policy decisions about which assets to hold, which to sell, and under what terms shape a significant share of the secondary market's inventory. A single policy shift at a GSE can create or close an entire deal category; the NPL sales described above began as one.

Regulatory changes also affect the demand side. New compliance requirements, licensing standards, or consumer protection rules can increase the cost of operating in the market, forcing marginal participants to exit and reducing competition. Conversely, regulatory clarity can attract new capital by reducing the perceived risk of participation.

The practical lesson is that note investors need to monitor policy developments with the same attention they give to deal analysis. A proposed rule change at the CFPB, a new GSE disposition program, or a shift in bank accounting standards can signal a coming change in supply, pricing, or competitive dynamics well before the effects appear in the market.

A Cycle-Aware Strategy in Practice

Cycle awareness does not require complex economic modeling. It requires an honest assessment of current conditions and a willingness to adjust behavior accordingly.

During high-supply, low-competition periods: Acquire aggressively. Build a deep portfolio. Accept that some acquisitions will underperform because the overall portfolio economics are favorable. Focus on volume and speed of deployment.

During moderate-supply, increasing-competition periods: Become more selective. Tighten bid criteria. Focus on asset classes or geographies where you have specific expertise and institutional buyers are less active. Invest in resolution capability to extract maximum value from each acquisition.

During low-supply, high-competition periods: Prioritize resolution over acquisition. Maximize the value of assets already in portfolio. Maintain relationships and stay visible in the market, but do not overpay to maintain deal volume. Use the downtime to build systems, train team members, and prepare for the next supply wave.

During market transitions: Watch the signals. Rising delinquency rates, cooling residential markets, regulatory changes, and GSE policy announcements all provide lead time. In our experience, the investors who recognized the post-2008 opportunity early were not clairvoyant -- they were paying attention to publicly available data and positioned to act when conditions shifted.

Anchoring Strategy to Permanent Fundamentals

The deepest lesson from studying note industry cycles is that the underlying opportunity is permanent even though its form changes. Borrowers have been defaulting on debt since ancient Mesopotamia. The Code of Hammurabi, one of the oldest written legal codes, already set rules for debts, for fields pledged to a merchant against a loan, and for what happened when a debtor could not pay (Avalon Project translation, laws 48–49 and 113–117). The mechanism that creates non-performing loans is not a modern invention. It is a permanent feature of lending.

What changes from cycle to cycle is the volume, pricing, competition, and regulatory framework around that fundamental dynamic. The investors who build lasting businesses are the ones who anchor their strategy to the permanent features and adapt their tactics to the cyclical ones.

This means building a business that can operate across different cycle phases rather than one optimized for a single set of conditions. It means maintaining the financial flexibility to increase acquisitions when supply surges and the operational discipline to focus on resolutions when supply contracts. It means treating the lean periods not as failures but as the natural rhythm of a market that has been producing opportunity -- in one form or another -- for thousands of years.

No cycle on record has lasted forever. The question for every note investor is whether they will be positioned to capitalize when this one turns -- with capital available, skills sharp, relationships active, and systems ready to scale.