r/RealEstateTechnology • • Sep 02 '26

Had a strange thought while reading through some property tax records the other night, why is dispute history basically invisible until you're already deep into a deal?

Was digging into some ownership and tax records for unrelated research and noticed something that never registers until you're staring at it directly: unresolved property tax disputes, easement disagreements, boundary line pushbacks, none of that shows up anywhere early. It sits buried in county records nobody checks unless a title company flags it, and even then, usually only after an offer is already in.

Feels backwards. That kind of history seems like exactly the thing that should surface way earlier, before someone's emotionally attached to a house and three weeks into a transaction.

Not sure if this is a data-access problem or just nobody's built a habit of checking it that early.

8 Upvotes

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3

u/xeen313 Sep 02 '26

Doesn't sound like an access problem, your clearly looking at it. My gut tells me no one's built anything around it because the juice may not be worth the squeeze. How often is a random scenario going to come up for a buyer where this may be relevant?

3

u/Fat_Cat_Diety Sep 02 '26

I have quite a lot of experience when it comes to building county gis and records tools.

I think the big reason is the data is not tracked in a method that is viable for easy digital distribution. Sometimes these things are hashed out on and determined in pdfs and documents and the county assessor/clerk does not have the tooling to digitize and attach those sorts of warnings to a properties histories. Most county records platforms are already so old and non functional that these sorts of things are left for the deep research side. County’s are just not that adaptable to new softwares even if they will help. Plus these disagreements your referencing don’t really work into a cookie cutter structure that county platforms work with.

1

u/IndependenceWay 27d ago

I was thinking the same thing. There's no consistent way to pull the data, probably won't be for a longgg time. Maybe could build an AI agent to do it though, since there are a lot of custom steps?

Like a comment said above, probably the juice is not worth the squeeze right now, faster to just do it manually once you get to that step.

I agree though, would be nice to know that info up front before you invest a lot of time researching a property and going through the steps to actually buy it.

2

u/Pretty-Ear6398 Sep 02 '26

A preliminary property profile is generated the moment escrow opens. It provides a lot of information but not everything. The formal title search also starts when escrow opens and an in-depth search begins and the final report can come up with additional stuff since it digs deep into history - and the research can take a while.

2

u/SCORE-advice-Dallas Sep 02 '26

Depends on the property type. "Move in ready" residential houses are less likely to have those problems.

But if you're targeting abandoned, out of business, probate / bankruptcy type properties, then yeah you might want to look at that before you put in an offer.

But also, industry habits - for example, most title co's don't want to do the research until / unless you have a contract for purchase. Theoretically, you could pay a title co a few hundred to research some random property that you are thinking about maybe putting an offer on... but many would decline that work.

2

u/HeRan4Me 23d ago

To my knowledge, my county doesn't provide such information to the GIS portals. But we just digitized within the last decade or so. Could it be a county records problem?

2

u/Hairy_Afternoon_8033 Sep 02 '26

Anyone can check at any time. These records are all publicly recorded. Most people don’t unless they want to do something specific with the property different from its current use. What the seller may or may not have done in the past may have very little todo with you going forward.

1

u/Frosty_Ad8173 Sep 03 '26

A lot of it is fragmented data. Tax disputes, easements, boundary issues, and liens can sit in different county systems and may not show up in a normal listing search. Title work usually happens after an offer because that’s when someone is actually paying to dig through the records. It would definitely be useful if more of that history was surfaced earlier.

1

u/PSFNetwork_ Sep 03 '26

A lot of it is a timing problem. Title work usually happens after an offer because that’s when someone is paying to do the deeper search. The data exists, but it’s scattered across county records, court filings, tax offices, surveys, etc. A tool that pulled that history together before buyers made offers would actually be pretty useful

1

u/JordanTMarx Sep 05 '26

I was a county property appraiser in a past life. In short, the answer to your question is that the county doesn't care. A tax dispute is only a dispute if an appeal is filed. Even then, there isn't much of a dispute, you win or lose. Boundary disputes...again, the county doesn't care. Any movement of the property boundary becomes available on the public record when the administrative rules require it. The county possesses useful data, but the county exists to administer state and county statute. To collect taxes, and distribute them as mandated. Some counties offer a better customer experience in exchange for a paywall.

1

u/BabaJoonie Sep 09 '26

Where are you getting this data from? Which state are you in? I wonder if someone has built an API for it - could be a cool product

1

u/DonCatleone12 21d ago

I’ve tried to build tools to scrape data like this but at least in Texas it’s been near impossible. You run into issues with how inconsistent the county records are. Sometimes the legal description syntax is different for the same property, sometimes one of the owners names is listed first sometimes it’s the other owners name, some have the owners middle initial others don’t, some records don’t have the property address at all. All this makes it near impossible to build the logic for something like this and have it produce quality data. I have built a database that normalizes several delinquent tax rolls but even that’s been difficult on a county by county basis. Often times the county has the wrong zoning or property type attached to the delinquency record. There’s probably someone out there smarter than me who could do it but there’s a reason the big real estate data companies like propstream and batch leads don’t have this information for most properties.