Real Estate / Investment

Automated Property Research for a Real Estate Investor

We built a research tool for a real estate investor that gathers records, tax, zoning, demographic, and photo data from multiple county sources automatically, and a companion tool that watches county auction listings for new properties, cutting per-property research from 30-60 minutes to 2-5 minutes.

// The outcome 30-60min to 2-5min
  • Real system, running nownot a demo or a mockup
  • Fixed-price and documentedyou own every part of it
  • We stayed to support itno hand-off-and-vanish
Delivered 2026

Results

  • Property research time cut from 30-60 minutes to 2-5 minutes per property

  • Records, tax and zoning details, demographics, an estimated property value, and photos gathered automatically across multiple county and government sources, each with its own format

  • Deed documents are downloaded and organized automatically instead of someone tracking down the right file

  • New county tax-deed auction listings, including lot type and minimum bid, are pulled in and organized automatically instead of checked site by site

  • Adding a new county is a configuration change, not a rebuild, so coverage keeps growing without starting over

This real estate investor evaluates properties coming up for tax deed auction across Florida counties. Properly researching a single property meant visiting the county records site, a separate tax office page, a separate zoning page, and yet another source for photos, none of which looked the same or worked the same way from one county to the next. Done properly, that research took 30 to 60 minutes per property. Multiply that across every property worth a look before an auction, and research became the bottleneck between finding a property and deciding whether to bid on it.

On top of that, simply knowing which properties were coming up for auction in the first place meant checking each county’s own listings page by hand, over and over, county by county.

One lookup, every county’s data

We built a tool that does the lookup automatically. Give it a property, and it goes to the relevant county and government sources on its own and pulls the records, the tax and zoning details, and the neighborhood’s demographic profile, then puts an estimated property value together alongside available photos, including an automated look at the property photos themselves. Deed documents get downloaded and filed away automatically as part of the same pass, so nobody is hunting for the right PDF later. It all comes back as one readable summary instead of four browser tabs that don’t agree with each other.

Watching for what’s coming up next

Alongside the lookup tool, we built a piece that watches county auction listings directly. As new properties are posted for auction, it pulls in the listing details, including the type of lot and the minimum bid, and organizes them automatically, so the investor sees what is coming up without checking each county’s site manually.

Built to grow county by county

Every county publishes this data in its own format, and the tool was built to absorb that instead of breaking on it. Adding a new county is a matter of pointing the tool at a new source, not building a second version of it, so the coverage can keep expanding without a rebuild each time.

The result

What used to take 30 to 60 minutes of manual research per property now comes back in 2 to 5 minutes, gathered the same thorough way every time, whether it is the first property checked that day or the fiftieth. The investor can decide and move on a property while a competitor is still on the first county website.

If your team does this kind of property lookup regularly, see how the same research tool can work for you.

Tech stack

  • n8n
  • AI agents
  • Google Maps

Want results like these?

Tell us what is eating your team's time. We will scope the automation and send a fixed-price quote.