Markets and data: how to read a metro before you work it

How do you measure a real estate market for motivated sellers?

Four inputs describe a market well enough to decide whether to work it. The first two come from county records: how many owners face forced-sale pressure, and how much equity they hold. The last two come from state law: how fast a foreclosure moves, and what the county sells when taxes go unpaid.

Everything else, from population growth to new employers, is commentary on those four. A metro can grow fast and still hold few owners with a deadline and enough equity to sell at a discount. A flat metro can hold thousands. The table adds a fifth input, softness, that you read from public listings.

How wide should you search? The 25 to 50 mile rule

Every LowBaller market is a circle: 25 miles around the center of the ZIP. That covers a metro core and its first ring of suburbs, close enough to see a house the same day. When the circle holds fewer than about 150 hard-distress properties, the radius widens toward 50 miles.

The widening is about area, not desperation. A circle's area grows with the square of its radius, so 50 miles searches four times the ground of 25 miles. That is usually enough to turn a thin rural list into a workable one without lowering the bar.

Thin markets widen; they never pad. The list does not fill up with weak leads to look bigger. Sold, pending and listed properties are excluded automatically, because an owner with a buyer or an agent is not an off-market seller. If you build lists by hand in a thin market, you can choose to add out-of-state owners with 60 percent or more equity, but treat them as a slower, softer tier.

Hard distress vs broad distress: what each count includes

Two numbers run through the Distress Index. Hard distress counts forced-sale pressure only: a pre-foreclosure or foreclosure filing, a scheduled auction, a tax lien or a vacant house. Broad distress adds inherited properties and out-of-state absentee owners with high equity.

Hard distress tracks urgency. These owners face a date or a cost that keeps growing. Broad distress tracks the full opportunity pool, including owners who would sell for the right offer but have no deadline. Work hard distress first, because that is where LowBaller's model targets the deepest discounts: start bids around 40 to 50 percent under estimated value, with likely closes around 35 to 45 percent under. Softer situations sit around 15 to 30 percent under. These are model targets, not measured closed deals.

What is the LowBaller Distress Index?

The Distress Index is a free count of motivated-seller properties in 46 US metros, built to update daily. Each metro is measured the same way every day: a fixed 25 mile radius around its central ZIP, with no widening, and a hard series alongside a broad series. Holding the method fixed is the point. When a count moves, the market moved, not the measurement.

The index is new and has no measured history yet. Until daily snapshots build one, the page falls back to modeled estimates, so do not read a trend into it yet or quote a metro's figure as a measured count. The methodology itself stays fixed: same radius, same signal definitions, same exclusions for sold, pending and listed homes.

Each metro also has its own page at /data/ followed by the metro name. The figures are free to cite with attribution to LowBaller and a link to lowballer.app/data.

Motivated seller pages for 46 metros

Every metro in the index also has a market page, such as motivated sellers in Phoenix. Each one shows an estimated count of properties with at least one motivation signal within 25 miles, representative deal profiles, the most common signals among the strongest leads, and the model's discount target for those leads. The pages break down further by ZIP code and by lead type: pre-foreclosures, tax-delinquent, vacant and absentee-owned.

Two things to know before you lean on them. First, the estimates and profiles come from the motivation weights behind LowBaller's free tools, an illustrative model that scores a scheduled auction 40 points, a pre-foreclosure filing 22 and a tax lien 12. The paid list is ranked differently, by the timing-based Deal Score. Second, the pages show representative profiles, never addresses or owners. The live ranked list, with addresses, signals and a suggested offer on each property, comes with a paid plan after a 7-day trial.

To see how many motivated sellers sit near your own ZIP, the free market scan takes about 2 minutes and needs no card.

Foreclosure laws and tax sales by state

County records tell you who is under pressure. State law tells you how long the pressure lasts. The foreclosure laws by state pages summarize each state's process, typical timeline, redemption rights and deficiency rules. The tax sales by state pages explain whether counties sell tax liens, deeds or redeemable deeds, with a guide for every US county.

The split that matters most is judicial versus nonjudicial. In a judicial state the lender sues and a court orders the sale, which takes many months. In a nonjudicial state a trustee sells after recorded notices, sometimes within weeks. Long clocks keep more owners in pre-foreclosure at any moment and give mail time to work. Short clocks create urgent, dated deadlines but a narrow window.

Rust Belt depth vs Sun Belt volume

Markets tend to fall into two profiles. Depth markets, mostly older Rust Belt and Southern metros like Cleveland, Detroit, Memphis and Birmingham, are where the offer model assumes owners negotiate softer, so its suggested discounts run a little deeper. That is a model setting, not a measured result. Volume markets, the big Sun Belt metros like Phoenix, Tampa, Atlanta and Dallas, are among the largest US metros by population, so even an ordinary share of distressed owners adds up to a long list.

Both work, and the playbook differs. In depth markets, lean on tax-delinquent and vacant leads and learn the county tax-sale calendar. In volume markets, lean on fresh pre-foreclosure notices and tired absentee owners, and win on speed. The 2026 market ranking applies these criteria metro by metro and says plainly which inputs it rests on.

Which markets and data guide should you read next?

• Sizing up a new metro: how to analyze a market for motivated sellers walks through the count, the equity, the foreclosure clock, the tax-sale system and softness, step by step.
• Judging a single property: reading distress signals shows which fields on a record mean pressure, which mean room to negotiate, and how the age of a filing changes its weight.
• Choosing where to work in 2026: the market ranking above names the depth, volume and balanced metros and the state rules behind each pick.
• Planning outreach: in LowBaller's July 2026 measurement of one hard-distress list, every 100 properties held about 26 individual owners, 15 legally callable phones and 23 emails. Mail reaches all 100.