How Real Estate Agents Use Public Data to Find Sellers 90 Days Early

Here is how most real estate agents prospect for listings: they buy a zip code from a lead provider, get the same list that 15 other agents bought, and start dialing. Or they spend $2,000 a month on Zillow Premier Agent and compete with three other agents for every inquiry. Or they door-knock in a farm area for six months hoping to be remembered when someone decides to sell.

The math is brutal. Most agents need 200 to 300 contacts to generate one listing appointment. They need 4 to 5 appointments to sign one agreement. And the listing takes another 30 to 60 days to close. From first contact to commission check, the average timeline is 4 to 6 months. If you are not constantly filling the funnel, you are always 90 days from an empty pipeline.

But here is what the top 5 percent figured out: people sell homes because of life events, not because an agent called them. Divorce filings, probate cases, pre-foreclosure notices, and job relocations are all public signals that a homeowner is about to list. The agents who monitor these signals are not cold calling. They are responding to events that already happened.

The Signal Hiding in Plain Sight

Every home sale is preceded by a triggering event with a public paper trail. Divorce petitions are filed with county court. Probate cases include real property. Pre-foreclosure notices are recorded by the county recorder. Job relocations show up as employer change records.

These signals appear in public records 30 to 180 days before the homeowner contacts a real estate agent. That lead time is the entire competitive advantage. The agent who knows about a probate filing on day one can reach out with genuine help and build a relationship during the most difficult period of the family's life. The agent who does not know about it waits for the property to appear on the MLS, at which point every other agent in the market is also calling and the listing appointment has already been set.

Top-producing agents in every market use some version of this approach. They mine county records, court filings, and public databases to identify homeowners who are likely to sell within 90 days. The specific data sources vary by state and municipality, but the principle is universal: life events predict listings, life events are public record, and the agent who finds them first wins the listing. This is not theoretical. The top 5 percent of agents in every market have systematized this process and it is the primary reason they consistently outperform agents who rely on purchased leads and cold calling.

6 Signals That Tell You Someone Is Ready to Buy

Not all signals are equal. A generic website visit or a newsletter signup tells you almost nothing actionable. But a specific public filing that confirms budget, timeline, and active intent is worth thousands of dollars in pipeline value. The difference between these two types of information is the difference between guessing and knowing.

The signals below are ranked by how close they put you to a closed deal. The top signals mean the decision is essentially made and the timeline is now. The bottom signals are earlier in the buying cycle and require more nurturing, but they give you a head start that compounds over time. Here are the six that matter most.

1. Pre-Foreclosure Notice

When a lender files a lis pendens or notice of default, the homeowner is behind on payments and heading toward foreclosure. These filings appear 90 to 120 days before auction. The homeowner can reinstate the loan, negotiate a short sale, or sell at market value.

Pre-foreclosure homeowners are among the most motivated sellers. They have a hard deadline, need to sell quickly, and prefer working with an agent who can help them sell at market value rather than lose the property at auction.

What to do with it: Approach with empathy. "I noticed a filing on your property and understand this can be stressful. Many homeowners in similar situations have options they do not know about, including selling at market value before the auction date. I have helped families navigate this and would be happy to walk you through your options. No pressure."

2. Divorce Filing

When a divorce petition is filed in county court, it often triggers sale of the marital home. The disposition of real property is part of most divorce decrees, and the median time from filing to property sale is 6 to 12 months.

Divorce is a top-three reason people sell. The sale is often court-ordered. Both parties are motivated to sell quickly. Agents who handle these with professionalism build strong referral networks with family law attorneys.

What to do with it: Do not reference the divorce directly. Offer a free market analysis. "I specialize in helping homeowners understand their property value and options. I would be happy to provide a complimentary market analysis for your home with no obligation."

3. Probate Filing

When an estate includes real property, a probate case is filed. The executor is publicly named and responsible for selling the property. Probate cases are public record and include property addresses and executor contact information.

Probate properties are one of the most consistent listing sources. Every market has filings monthly regardless of economy. The executor often needs guidance with real estate transactions and values an agent who can handle the process end to end.

What to do with it: Reach out to the executor. "I understand you are managing the estate at this address. I specialize in probate sales and can handle everything from preparation to closing. I would be happy to provide a valuation and walk you through the timeline."

4. Senior Living Application

When a homeowner applies to a senior living facility or CCRC, it signals imminent downsizing. Many applications require proof of ability to pay, which often depends on selling the family home.

Senior downsizing is a growing signal with high listing predictability. When homeowners in their 70s or 80s apply to senior living, there is a greater than 80 percent probability they sell their home within 12 months. These are long-time homeowners with significant equity.

What to do with it: Build relationships with senior living facilities and elder care attorneys. "I help families navigate the transition from their family home. The sale is often the most complex part. I would be happy to provide a no-obligation consultation about timing, preparation, and current home values."

5. Major Home Improvement Permit

When a homeowner files a permit for a major renovation, data shows homeowners who complete major renovations sell within 2 to 3 years at significantly higher prices. Kitchen and bathroom remodels have the highest correlation with near-term sales.

Renovation permits identify homeowners investing in property value, which correlates with a future listing. Even if they do not sell immediately, they are receptive to market information and make high-value prospects for nurture campaigns.

What to do with it: Reach out after renovation completion. "I noticed some beautiful updates at your property. Homes in your neighborhood with recent renovations are selling for a premium above the average. Whether you are thinking about selling or just want to know where you stand, I can provide an updated market analysis."

6. Expired or Withdrawn Listing

When a listing expires or is withdrawn from MLS, the homeowner tried to sell and failed. The desire to sell has not changed. Something went wrong with pricing, marketing, condition, or agent performance.

Expired listings are the highest-intent signals available. The homeowner already decided to sell, invested time preparing, and allowed showings. They still want to sell. They just need a better strategy.

What to do with it: Reach out within 48 hours. Be direct. "I noticed your listing recently expired. I analyzed it and have specific ideas about what may have held it back. Can I share those in a 15-minute call? No obligation, just a fresh perspective."

What Top Real Estate Companies Do Differently

The difference between a real estate company that grows steadily and one that dominates its market is not the product, the price, or even the sales team. It is the data. The companies that consistently outperform their competitors have built their entire sales process around information that is publicly available but systematically underutilized. They do not work harder. They work with better inputs.

First, they identify listing opportunities 60 to 90 days before the homeowner contacts any agent. They monitor pre-foreclosure filings, probate cases, and divorce petitions daily. By the time the homeowner is ready, the top agent has already provided a market analysis and built a relationship.

Second, they specialize in signal types that match their expertise. A top agent excellent at pre-foreclosure does not waste time on expired listings. Specialization allows genuine expertise that clients recognize. Jack-of-all-trades agents cannot compete with a specialist who has handled 50 probate sales.

Third, they convert signals into referral relationships. Every divorce attorney, probate attorney, and financial planner they work with becomes a long-term referral source. One successful probate sale leads to a relationship with an estate attorney who handles 20 cases per year. The signal is the starting point. The relationship is the multiplier.

The Math: Cold Outreach vs. Intent-Based Selling

Let us run the numbers side by side. These are based on industry benchmarks for real estate in mid-size U.S. markets.

Traditional cold outreach:

• 200 cold calls per day
• 6 conversations (3% contact rate)
• 3 appointments per week (10% of conversations)
• 0.6 closed deals per week (20% close rate)
• Average deal value: $10,000
• Weekly revenue: $6,000

Intent-based outreach (signal-identified homeowners):

• 20 calls per day to signal-identified homeowners
• 8 conversations (40% contact rate, because the outreach is relevant)
• 10 appointments per week (25% of conversations, because they have a life event driving the sale)
• 1.5 closed deals per week (15% close rate, because not all life events result in immediate listings)
• Average deal value: $14,000 (signal leads tend toward higher-value properties)
• Weekly revenue: $21,000

Same company. Same product. Same territory. Different data. The 3.5x revenue difference is not hypothetical. It is what happens when you stop trying to create demand and start capturing demand that already exists.

And look at the effort required. Instead of grinding through hundreds of cold contacts hoping someone picks up, you are making a handful of targeted calls to homeowners who have already taken a concrete action. The conversations are more productive because the homeowner is expecting a call. The proposals are more relevant because you know what they need. And the close rate is higher because they have already decided to buy. Intent-based selling is not just more profitable. It is a fundamentally better way to spend every hour of your sales day.

How to Get Started

You do not need a data team or a six-figure software budget. Here is how to start using intent signals this week.

Step 1: Define your service area. Start with the zip codes or metro areas where you already have the most customers. You know the market, you have reference clients, and you can respond quickly. Most real estate agents start with a 25 to 50 mile radius around their primary location.

Step 2: Focus on your highest-intent signal. Start with pre-foreclosure notice. It is the closest signal to a purchasing decision and the most actionable. Once you have a workflow dialed in for that signal, layer in the others. Do not try to chase all six signals on day one. Master one, then expand.

Step 3: Respond within 48 hours. This is non-negotiable. Intent data has a shelf life. A signal from this week is gold. The same signal two weeks from now is stale. The homeowner has likely already committed or lost momentum. Speed is the whole game.

Step 4: Track your conversion metrics. Log every signal-based outreach: contact rate, appointment rate, close rate, deal size. After 30 days, compare these numbers to your traditional channels. The data will speak for itself, and it will change how you allocate every hour and dollar going forward.

See real estate signals in your area this week

Frequently Asked Questions

How fresh is the signal data? Signals are captured within 24 to 72 hours of the public filing or event, depending on the source. Some agencies publish daily; others batch weekly. The signal window varies by type but is typically 7 to 30 days from filing. After that, the homeowner has usually committed to a vendor or the project has stalled. We prioritize freshness because the speed advantage is the primary value of intent data.

How many signals are available in my market? Maricopa County (Phoenix) processes 1,200+ pre-foreclosure filings per month. Harris County (Houston) sees 800+. Los Angeles County averages 2,000+ probate filings per month. Cook County (Chicago) processes 1,500+ divorce filings monthly. We track signal activity across all 50 states and can show you the specific volume for your service area before you commit. Most real estate agents find that even a mid-size market generates more actionable signals than their sales team can follow up on.

What does it cost? You can start free with 25 signal lookups per month. After that, each contact reveal costs 1 to 3 credits depending on how much detail you want (basic contact info vs. full profile with intent context). Most real estate agents spend $200 to $600 per month. If you close even one additional deal per month from signal data, the return is substantial on a $12,000 average deal.

Is this legal? Yes. We aggregate publicly available data from government databases, permit filings, court records, and official public records. We are fully CCPA compliant and do not distribute any FCRA-regulated data. No credit scores, no financial history, no eligibility determinations. Just public intent signals that help you find homeowners who are ready to buy.

Are signals seasonal? Pre-foreclosure filings increase during downturns. Divorce filings are steady year-round. Probate filings are steady but listing timing clusters in spring and fall. Expired listings peak in winter.

How is this different from buying leads? Traditional lead vendors sell you a name and contact information. The homeowner filled out a form, probably on multiple sites, and is being contacted by several competitors simultaneously. Intent signals are fundamentally different. You are not buying a lead. You are buying the knowledge that a homeowner took a specific, high-commitment public action that indicates they are about to make a purchasing decision. There is no form fill. There is no lead auction. The signal is the advantage.

---

Ready to stop guessing and start finding homeowners who are already planning to buy? Get started free with 25 signal lookups