Our WorkEye of Argus

Real Estate and Data

The list is on your desk before you drink your coffee.

Eye of Argus is a data product we built and run ourselves. Every night, custom bots pull foreclosures, tax liens, probate filings, evictions and more from county public records across Oklahoma, Texas and North Carolina. Every morning, clean and deduplicated CSVs land in the client's Google Drive, ready for skip tracing.

Some names are changed or fictional in keeping with privacy and NDA commitments.

The Eye of Argus website at argusrei.com
argusrei.com, the product site. The service itself runs headless every night.

Every investor buys the same list

Real estate investors live and die by their lead lists, and the standard way to get one is to buy it. But list vendors sell the exact same data to everyone in a market. When ten investors in the same metro mail the same foreclosure list in the same week, the list stops being an edge and becomes a race.

The alternative is to pull the records yourself, straight from the counties. That data is public, fresh and free. It is also miserable to collect. A single county can cost a staff member a whole morning, and serious investors work dozens of counties. Every clerk site is different, half the records are PDFs behind clunky search forms, and the formats change without warning. Multiply that across foreclosures, tax liens, probate, code violations, divorce filings and evictions, and "just pull it yourself" turns into a full time job nobody wants.

So we taught software to do the morning shift

For each county a client subscribes to, we build a dedicated bot that runs overnight while the clerk's servers are quiet. It walks the county's search forms, downloads whatever the county publishes, and parses the messy parts: inconsistent layouts, scanned documents, records buried inside PDFs.

The raw pull is only half the work. Every record is normalized into a consistent structure, formatted for a skip tracing service, and deduplicated against everything the client has already received. No paying to hear about the same property twice. The finished files drop into the client's Google Drive as clean CSVs before the workday starts, and a client portal keeps every feed in one place.

The tagline on the product site says it plainly: get your data before you drink your coffee.

What it covers

Every dataset the county makes available is included. Depending on the county, that means:

  • Foreclosures
  • Tax liens and deeds
  • Probate filings
  • Code violations
  • Divorce filings
  • Evictions

Coverage today spans counties across Oklahoma, Texas and North Carolina, and grows as clients add territories. One county, all available datasets. No menu of upsells for data the county already publishes.

When a county changes its website

Anyone who has run a scraper knows the real enemy is not building it, it is keeping it alive. County websites get redesigned, search forms move, PDFs change layout, and a script that worked for months quietly starts returning nothing.

That is why Eye of Argus is a service, not a script. Every bot is monitored. When a county changes something, the monitoring catches it, we fix the bot, and the feed resumes. Clients are never handed a pile of code to maintain themselves. Keeping the data flowing is our job.

From service to product

Eye of Argus did not start as a product. It started as custom builds for investor clients who needed county data and did not want to staff for it. After enough of those builds the pattern was obvious, so we productized it.

Today it runs as a subscription per county. A new county takes 3 to 5 days: we build the custom bot, verify the output, and switch on the daily feed. For larger operations we go further, with white label arrangements and custom integration work, where the data flows straight into a client's own systems under their own brand.

What changed

Public records were always free. Eye of Argus just made them arrive on time, every day, without anyone lifting a finger.

Visit argusrei.com

Have a data problem of your own?

If your business runs on information someone has to fetch, clean and format every day, we can probably teach software to do it instead.