DataSift
Market Analysis

First-to-Market Data

The data nobody else has. Pulled directly from county offices before it hits any platform.

25 min read

The Harder a List Is to Reach, the Less You Compete

Most investors buy pre-packaged lists and wonder why cost per deal keeps climbing. The operators making $500 per contract are pulling data nobody else has.

First-to-market data means sourcing distress records directly from county offices the day or week they become public. Before any aggregator scrapes them. Before any platform packages them. Before your competition even knows they exist.

This is the consistency tier of the Data Priority Pyramid, not where you start. Lead with same-day SiftMap precision: the Investor Score and acute distressor lists. Build First-to-Market once those precision pulls are producing.

"The harder a list is to reach, the less you compete for it." Saturation, not build-difficulty, is the moat. A record you pull first has the lowest saturation: highest connect rate, least competition. You are one caller, not 30 investors mailing the same list.

FTM, pulled same-day

$500 - $2,000

Cost per contract once the pull is built. Lowest saturation: you are the first, often the only, call.

The same list, resold

Saturated

Once an aggregator scrapes and repackages it, you compete with everyone mailing the identical list. Higher saturation, harder to reach, thinner margins.

Saturation, not data quality. Pre-packaged lists compete on speed and script. Pull probate records from the county clerk before they hit any platform and you are the only call that homeowner gets. That is the arbitrage.

The trade-off: freshest, lowest-saturation data, cheapest per contract once running. But the build takes 25-35 days (two county auth systems, Apify, Dropbox, Trestle, captcha, courthouse runners) and the sales cycle runs 4 to 7 months, our pulled probate average. So precision leads, this layer follows.

Funnel position: the top. The source aggregate runs about 66 doors per deal, typical range 50 to 75, with connect rates the saturated market never sees. It builds the pipeline you close next quarter while your SiftMap pulls close this month. Full picture: the funnel read on Doors Per Deal.

The Six Sources

Six Lists That Print Money Before Anyone Else Knows

Every county generates these records. Most investors never pull them directly. Each one represents a property owner in a situation where they need to sell.

Probate Records

When someone dies owning property, the estate goes through probate court. The executor (or administrator) often needs to sell the property to settle debts, distribute assets, or avoid foreclosure. These owners are motivated but hard to reach because the original owner is deceased.

Where to Find

Probate Court Clerk, Surrogate's Court (NY/NJ), Register of Wills (PA/MD), County Clerk Probate Section

Format

Case filings with PR number, decedent name, executor info. Often no property address included.

Difficulty

Hard. Many counties require in-person visits. Online portals often lack export. 22-38% of records have deceased owners needing deep prospecting.

Cost

Free to pull. Skip tracing $0.10-0.15/record. Deep prospecting ~$1-4/record with Claude.

Deep Prospecting Guide for Probate Leads

Tax Sale / Tax-Delinquent Records

Property owners who have not paid property taxes. The county publishes these for auction. Two flavors: the delinquency list (all unpaid) and the auction schedule (going to sale on a specific date). Both are goldmines.

Where to Find

County Treasurer, Tax Collector's Office, Trustee's Office (TN), Commissioner of Revenue

Format

PDF schedules, Excel downloads, or online searchable portals. Varies wildly by county.

Difficulty

Medium. Many counties post delinquency lists online. Auction schedules often require checking periodically.

Cost

Free. Some counties charge a nominal fee for bulk downloads.

Foreclosure Records

Lis pendens filings at the Register of Deeds or newspaper legal notices. The clock starts ticking the moment a foreclosure notice is filed. Median time from notice to auction: 34 days in Knox County. Your marketing window is Day 1-30.

Where to Find

County Clerk Civil Division, Register of Deeds, local newspaper legal notices

Format

Online docket searches, newspaper publication lists, or county-posted auction schedules

Difficulty

Medium. Online in many counties. Newspaper notices require manual extraction.

Cost

Free. 38% deceased owner rate means deep prospecting is often needed.

Foreclosure Analysis: 5-Lens Framework (Knox County Data)

Pre-Foreclosure Records

Default notices filed before the formal foreclosure process begins. The homeowner is behind on payments but the property has not yet been scheduled for auction. This is the earliest warning signal and the longest marketing window.

Where to Find

County Recorder, Register of Deeds, or court docket (varies by judicial vs non-judicial state)

Format

Notice of default filings, recorded documents, or court case filings

Difficulty

Medium. Available online in many counties. Some require subscription access to the recorder's portal.

Cost

Free to pull from county recorder. Some subscription portals charge $25-50/mo.

Code Violations

Municipality code enforcement actions. Fines, condemnation orders, and abatement liens. Property owners facing mounting fines and mandatory repairs are often motivated to sell. This data is usually city-level, not county-level.

Where to Find

City Code Enforcement Division, Building & Zoning Department, Community Development, Housing Inspection Services

Format

Online searchable portals, FOIA request exports, or published violation lists

Difficulty

Easy. Most cities have online portals. FOIA requests typically fulfilled within 10 business days.

Cost

Free. FOIA requests may have nominal processing fees ($5-25).

Eviction Records

Formal eviction filings signal a landlord dealing with problem tenants. These owners are already frustrated with property management. Many are ready to sell, especially if the eviction is their second or third. Target the landlord, not the tenant.

Where to Find

General Sessions Court, Civil Court Clerk, Small Claims Division

Format

Court docket searches, case filing lists. Some counties publish weekly or monthly.

Difficulty

Medium. Online in many jurisdictions. Some require courthouse visits for complete records.

Cost

Free. Skip tracing needed to reach the landlord (owner), not the tenant.

Where the Data Actually Lives

Three ways to get first-to-market data out of county systems and into your CRM. The method depends on what the county makes available.

Online County Portals

The easiest path. Many counties have searchable online databases for property records, court filings, and tax information. The quality varies from fully exportable CSV downloads to clunky CAPTCHA-protected search-one-at-a-time interfaces.

Knox County Register of Deeds online portal showing property search interface

Knox County Register of Deeds online portal. Search by name, address, or document type.

What to look for:

  • County Recorder / Register of Deeds website (deed transfers, lis pendens)
  • County Treasurer / Tax Collector website (delinquency lists, auction schedules)
  • Probate Court Clerk portal (estate filings, case searches)
  • City Code Enforcement portal (violation searches)

Start by searching "[County Name] + [record type] + search" or "[County Name] + recorder online." The FTM County Data Skill automates this research for you.

In-Person Courthouse Pulls

When data is not online, someone goes to the courthouse. The harder the data is to get, the fewer competitors pull it. Some of the best markets keep probate records on a terminal inside the clerk's office.

County clerk office showing data terminal for pulling probate and property records

County clerk data terminal. Records that are not available online can often be searched and photographed on-site.

Example of pulling county data in person from a courthouse terminal

Pulling records directly from a county terminal. Some of the best FTM data is only available in person.

Example of pulling first-to-market data from a county clerk or recorder office

County clerk recorder office. Walk in, search, photograph the results.

What to bring:

  • Photo ID (some offices require it to access terminals)
  • Phone or camera to photograph screen results
  • USB drive if the office allows data export
  • List of specific record types you need (probate, tax sale, foreclosure)

If you cannot go yourself, hire a TaskRabbit or use Investor Bootz. One trip typically covers 2-3 list types.

Publication Notices

In many states, foreclosure notices must be published in a local newspaper before the auction. Tax sales often have similar publication requirements. These notices contain property addresses, case numbers, and auction dates.

Example of foreclosure notice data from a local newspaper website

Foreclosure notices published in the Knoxville Focus. These contain property address, case number, and auction date.

Sources for publication notices:

  • Local newspaper legal notice sections (online archives)
  • County-designated legal publication websites
  • State legal notice aggregator sites
  • County website "Public Notices" or "Legal Notices" section

The challenge is extraction. These are formatted for reading, not importing. Use Claude to convert newspaper notice text into structured CSV for CRM upload.

Next 5-Day Deal Flow Challenge: Monday, August 24 to August 28. Save your seat in the next cohort. Already enrolled? Use this as your between-session refresher. Save Your Seat →

Not All Counties Are Created Equal

The same record type can be easy to pull in one county and nearly impossible in the next. Assess before you commit.

Easy: Online, Exportable, Free

The county posts records online with search and export capabilities. Tax delinquency lists published as downloadable Excel files. Code violation portals with CSV export. These are your quick wins.

Strategy: Set a recurring calendar reminder to check these sources weekly or monthly. Automate where possible. These lists update on predictable schedules (monthly for tax delinquency, weekly for code violations).

Common examples: Tax delinquency Excel downloads, code violation portals, some foreclosure docket searches with bulk export.

Medium: Online but Limited

The county has an online portal, but it requires a subscription, has CAPTCHA protection, or only allows searching one record at a time. No bulk export. You can access the data, but extracting it at scale takes work.

Strategy: Use the portal for targeted searches. For bulk extraction, consider FOIA requests or check if the county offers bulk data subscriptions. Some counties sell bulk data access for $50-200/year.

Common examples: Probate case search portals, Register of Deeds with per-search CAPTCHA, court dockets without export.

Hard: In-Person Only

No online access. Records are on terminals inside the courthouse. You have to show up, search on their system, and photograph or hand-copy what you find. This is where the competitive advantage is strongest.

Strategy: Go yourself if local. If not, hire through TaskRabbit ($20/hr) or Investor Bootz. One visit typically yields 2-3 list types. Take photos of every screen. Process the data into your spreadsheet after.

Common examples: Small county probate courts, older courthouse systems, counties that have not digitized older records.

Needs Help: Hire a Courthouse Runner

The county requires special access (signed affidavits, license verification), has severely limited hours, or the data is so disorganized that you need a local contact who knows the system. This is where TaskRabbit and local networks shine.

Strategy: Post a TaskRabbit task under "Personal Assistant" specifying the courthouse, record types needed, and format instructions. Provide clear written instructions with example screenshots of what the data should look like. Consider building an ongoing relationship with a reliable runner for monthly pulls.

Common examples: Counties requiring affidavits for probate access, offices with 2-hour weekly public access windows, disorganized record systems requiring county clerk guidance.

From Courthouse to First Contact in 48 Hours

Every FTM record follows this path: six steps from raw county data to first marketing touch. Move faster, close more.

1. COUNTY SOURCE 2. EXTRACT Download, photograph, or FOIA 3. CLEAN & FORMAT Remove non-residential, verify types 4. SKIP TRACE DataSift ($0.10-0.15/rec) then Skip Genie, then Forewarn 5. UPLOAD TO CRM Tag by list type, assign filters 6. NICHE SEQUENTIAL 3-day cadence: Call, Mail, Text

The pipeline draws on scroll. Each step feeds directly into the next.

Probate: The Most Complex, Most Rewarding FTM Source

Probate has the highest margins because it has the highest barrier to entry. Messy data and hard research scare investors off. Exactly why it works.

Finding Probate Cases

Probate cases are filed at the county probate court (or Surrogate's Court in NY/NJ, Orphans' Court in PA/MD). You are looking for new estate filings where the decedent owned real property.

County courthouse computer terminal showing probate case filing system

County computer system showing probate case types. Not available online in many counties, requiring in-person access.

What to search for:

  • Case type: Estate, Probate, Administration, Heirship Determination
  • Date range: Last 30-90 days for fresh cases
  • Key data: Decedent name, case/PR number, executor name and address, date of death

Filter for residential property. Skip estates with only personal property (vehicles, bank accounts). Focus on cases where the executor has been appointed and is actively settling the estate.

The Missing Address Problem

Probate filings give you a case number, decedent name, and executor contact info. Not the property address. No address means no mail, no skip trace, no way to comp the deal.

This is the exact problem the Probate Property Finder Claude skill solves. It takes the decedent name and county, browses the county assessor and deed records, and finds every parcel the decedent owned.

Manual process: Search the county assessor website by decedent name. Cross-reference with deed records. Check for trust-held properties. This takes 20-45 minutes per record manually.

With the skill: Paste the PR number, decedent name, and county. The skill browses the assessor and recorder sites, finds matching properties, and outputs a Sift-ready CSV. Works on single records or bulk CSV uploads.

Processing Probate Records for CRM

Once you have the property address, the probate record goes through the standard pipeline: skip trace, upload to CRM, assign filter preset, trigger niche sequential marketing.

Critical processing steps:

  • Owner swap: Change the CRM record owner from the deceased to the executor/heir. Update mailing address to executor's address.
  • Tag by situation: "Probate" tag plus specific sub-tags (multiple heirs, vacant, occupied by family).
  • Deep prospecting queue: 22-38% of probate records need L3-L4 research to find the right decision maker.
  • Not-interested cadence: Probate leads use a 45-day follow-up cycle (longer than the 15-day foreclosure or 90-day general cadence).

22-38% of all distressed property lists have deceased owners, higher still for probate and foreclosure. If you skip deep prospecting your FTM leads, you leave deals on the table where most investors cannot find the decision maker.

Tax Sales: PDF Goldmines Most Investors Ignore

Some of the most accessible FTM data: counties post auction schedules and delinquency lists online. The catch: usually PDFs, not spreadsheets.

Example of PDF first-to-market data for a tax sale, showing property records in tabular format

Real tax sale PDF from a county treasurer's office. Structured data trapped in a non-exportable format.

View Full PDF

Published 30-60 days before the auction date. Contains property address, owner name, amount owed, and auction date. Check your county treasurer or trustee website monthly. Some counties publish in the local newspaper as required by state law.

Processing tip: Copy the PDF text and paste into Claude with the prompt: "Extract this tax sale data into a CSV with columns: Property Address, Owner Name, Amount Owed, Auction Date, Parcel ID." Claude handles messy PDF formatting far better than manual extraction.

The full list of properties with unpaid taxes, not just those going to auction. Often thousands of records, including owners delinquent for years. Many counties publish these annually, some as online Excel files, the easiest FTM data to process.

Processing tip: Filter for residential properties with 2+ years of delinquency. High equity is a strong indicator of motivation (they own the property outright but cannot pay taxes).

In tax lien states, the county sells the tax debt as a certificate rather than selling the property. These certificates are public record. The property owner has a redemption period, and many sell during this window to avoid losing the property entirely.

Processing tip: Focus on certificates approaching the redemption deadline. These owners face the most urgency. Marketing should emphasize helping them resolve the situation before they lose the property.

Do

  • Use Claude to extract structured data from PDF tax sale lists
  • Check county treasurer sites monthly for updated auction schedules
  • Filter for residential properties with high equity
  • Cross-reference with DataSift for existing records before uploading

Don't

  • Manually type 200+ records from a PDF into a spreadsheet
  • Wait until the week before auction to start marketing
  • Skip the data cleaning step (remove commercial, vacant land, duplicates)
  • Assume every delinquent property is a deal (many have liens exceeding value)

Foreclosures: Speed Wins the Race

The most time-sensitive FTM source: median notice-to-auction window is 34 days, your marketing window is Day 1 through Day 30. Every day waited, odds drop.

Lis Pendens (Register of Deeds)

Filed at the county Register of Deeds or County Clerk. Searchable online in many counties. This is the legal filing that starts the foreclosure process. You get: property address, owner name, lender, case number, filing date.

Timing
Day 1

Available the day it is filed

Format
Digital

Searchable online portal

Completeness
Full

Address, owner, lender, case #

Competition
Low

Few investors monitor filings daily

County clerk recorder portal showing lis pendens filings

County Register of Deeds portal. Lis pendens filings are searchable by date, owner name, or case number.

Newspaper Legal Notice

Required publication in a local newspaper before the auction. Typically published 3-4 weeks before the sale date. Contains property description, auction details, and sometimes owner information. More accessible but later in the timeline.

Timing
Day 20+

Published weeks before auction

Format
Text

Newspaper text, needs extraction

Completeness
Partial

Legal description, not always address

Competition
Higher

More investors check newspaper notices

Example of newspaper foreclosure notice data

Newspaper legal notice for a foreclosure auction. Requires extraction and formatting before CRM upload.

For a complete analysis of foreclosure data using 12 months of real Knox County records (537 records, 248 unique properties), see the Foreclosure Analysis: 5-Lens Framework page.

Find Where to Pull: The FTM County Data Skill

Every county is different. Finding WHERE to pull data takes hours of calls and website hunting. This skill does it in minutes.

The First-to-Market County Data skill takes a county name and returns every office, portal, phone number, and difficulty rating for each FTM data type. It covers three priority tiers:

Priority A: Core Lists

Probate/Heirship, Foreclosure/Auction, Tax Sale, Tax Delinquency. The highest-value FTM sources. The skill finds the exact office, address, portal URL, and difficulty rating for each.

Priority B: Standard Lists

Code Violations, Condemned Structures, Mechanic's Liens, IRS/State Tax Liens. Supplementary FTM sources that add volume to your pipeline.

Priority C: Extended Lists

HOA/Condo Liens, Utility Shut-offs, Building Permits (demolition/repair), Bankruptcy filings. Advanced sources for operators who have exhausted A and B.

Claude AI research output showing county data sources organized by priority tier with office names, addresses, and difficulty ratings

Real output from the FTM County Data skill. Every office, portal, and difficulty rating for one county in minutes.

1

Download the Skill

Download the .skill file from the link below. This is a Claude custom skill that loads into your Claude Pro account.

2

Load into Claude

Open Claude (claude.ai), go to Settings, and import the skill file. It will appear in your skill library.

3

Enter Your County

Tell Claude which county and state you want to research. The skill runs the research prompts and returns a structured table of every data source available.

First-to-Market County Data Skill

Claude custom skill for researching county data sources. Requires Claude Pro ($20/mo).

See all available skills → Claude Skills for REI

Download Skill

See the real research output: FTM County Data Research Spreadsheet

Solve the Missing Address Problem: Probate Property Finder

Probate records give you a case number and a name. Not an address. No address, no marketing. This skill bridges the gap.

Manual Property Discovery

Search the county assessor by decedent name. Cross-reference with deed records. Check trust documents. Verify property type. Format for CRM upload. Repeat for every record.

Time per Record
20-45 min

Searching, cross-referencing, verifying

Cost
$1-3

At VA rates, realistic output

Volume
10-15/day

One person, full-time

Accuracy
Variable

Depends on researcher skill

Probate Property Finder Skill

Paste the decedent name and county. The skill browses county assessor and deed record websites, finds every parcel the decedent owned, and outputs a clean CSV ready for DataSift upload.

Time per Record
2-5 min

Automated browsing and extraction

Cost
$20+/mo

Claude Pro subscription, starting

Volume
50-100/day

Bulk CSV processing supported

Accuracy
High

County assessor is source of truth

How It Works

1

Input the Case Details

Provide decedent name, county, and state. Optionally include PR number, executor name, and date of death for better matching.

2

Skill Browses County Records

The skill navigates the county assessor website, searches by owner name, cross-references with deed records, and identifies all parcels owned by the decedent.

3

Get Sift-Ready Output

Receive a formatted CSV with property addresses, parcel IDs, property types, and assessed values. Ready to upload directly to DataSift.

Probate Property Finder Skill

Claude custom skill for discovering properties owned by probate decedents. Works on single records or bulk CSV.

Download Skill
Probate Property Finder Claude skill output showing structured property research results

Probate Property Finder skill output. Structured research results ready for your CRM.

When Data Is Not Online: TaskRabbit and Investor Networks

Some of the best FTM data requires a physical visit. When you cannot go yourself, hire someone who can.

TaskRabbit

~$20/hr
TaskRabbit task posting for courthouse data pull showing task details and pricing

A TaskRabbit posting for a courthouse data pull. Typical cost: $25-50 per trip.

Post under "Personal Assistant." Provide courthouse address, record types needed, and format instructions. Most tasks complete in 2-4 hours.

Investor Bootz

Varies

Network of runners specifically for real estate data pulling. Familiar with courthouse systems. Can handle more complex requests.

One Trip ROI

$40-80

Covers 2-3 list types per visit. If one lead from that trip closes, the ROI is 100x or more.

TaskRabbit website showing Personal Assistant service category for hiring courthouse runners

TaskRabbit Personal Assistant category. Post your courthouse data pulling task here.

Investor Bootz website for hiring real estate data runners

Investor Bootz specializes in real estate investor services including courthouse data pulls.

1

Post the Task

On TaskRabbit or Investor Bootz, specify the courthouse address, which records you need (probate, tax sale, foreclosure), and the date range.

2

Provide Clear Instructions

Send written instructions with example screenshots of what the data looks like. Specify: take photos of every screen, export to USB if possible, note the office name and contact for future visits.

3

Process the Data

Receive photos or files from the runner. Use Claude to extract structured data from photographs or PDFs. Clean, format, skip trace, upload to CRM.

A TaskRabbit courthouse runner costs $20/hour. One trip covers 2-3 list types: $40-80 for data nobody else in your market has. One closed lead at a $10,000 assignment fee is over 100x ROI.

FTM Data Meets Niche Sequential Marketing

First-to-market data is the fuel. Niche sequential marketing is the engine. Here is how they connect.

Cleaned, skip-traced FTM records upload to DataSift and enter the niche sequential system. Each list type gets its own filter preset, which triggers the 3-day cadence, always cold-call-led: call first, then direct mail, then text.

Cleaned FTM List

CSV ready for upload

→
DataSift Upload

Tag by list type

→
Filter Preset

Auto-assign cadence

→
3-Day Cadence

Call, Mail, Text

Do

  • Tag every FTM record by list type (Probate, Tax Sale, Foreclosure, etc.)
  • Create dedicated filter presets for each FTM list type
  • Use the niche sequential cadence (under 1,000 records, full 3-day cycle)
  • Set up not-interested follow-up cadences (Probate 45 days, Foreclosure 15 days, General 90 days)

Don't

  • Mix FTM records with purchased list records in the same filter
  • Use bulk sequential (power dialer) on small FTM lists (under 1,000 records)
  • Cold-text deceased or probate records: those run cold call, voicemail, mail, then deep-prospect the heir or executor, never a cold text
  • Skip the tagging step (you lose the ability to track cost per contract by source)
  • Forget to set up the not-interested follow-up cadences (20-30% of deals come from these)

For the complete 12-filter setup, 3-day cadence walkthrough, and A-Z configuration guide, see the Niche Sequential Marketing Guide.

For geographic filtering, distressor layering, and preset building, see the SiftMap Mastery Guide.

Resources & Next Steps

DataSift 5-Day Deal Flow Challenge

Next live cohort: Monday, August 24 to August 28

5 days live with Ty. 34 interactive modules. Save your seat in the next cohort. Already enrolled? Use this page as your between-session refresher.

Save Your Seat

FTM County Data Skill

Claude skill to research county data sources for any U.S. county

Probate Property Finder Skill

Claude skill to discover properties owned by probate decedents

FTM Research Spreadsheet

Example output from the County Data Skill showing real research results

Niche Sequential Marketing Guide

Complete 12-filter setup and 3-day cadence walkthrough for small FTM lists

Foreclosure Analysis: 5-Lens Framework

Real Knox County data analysis (537 records, 248 unique properties)

Deep Prospecting Guide

4-level research depth framework for finding decision-makers on FTM leads