The Title Research Problem That's Been Hiding in Plain Sight
For years, courthouse research has been the most manual, most time-consuming part of land work and somehow the least-improved corner of the data stack. You can pull production curves, screen acreage by formation, and run type wells in seconds. But when it comes to tracing a title chain or confirming a conveyed interest on a specific abstract, most land teams are still doing the same thing they were doing a decade ago: logging into a county clerk portal, running a grantor-grantee search, downloading PDFs one at a time, and building a run sheet by hand.
That is not a technology gap. It is a product gap.
Why the Existing Approach Falls Short
The root problem is not access to records. Most Texas county clerk records are technically public. The problem is what data providers have historically done with them: index the clerk-supplied CSV and call it done.
That approach has a structural flaw. When a deed covers 75 tracts, legacy indexing may capture four of them. Larger transactions with complex legal descriptions get reduced to a handful of fields: grantor, grantee, book/page, effective date. Your run sheet is incomplete before you have started.
What is missing is not the document. It is the extraction. Clerk-supplied fields tell you a transaction happened. They do not tell you the full scope of what was conveyed, which tracts were affected, what the lease provisions say, or how this instrument connects to the chain that came before it. For a landman building a complete picture of title on a Permian section, that gap means the difference between a solid foundation and a draft full of holes.
What TitleLab Does Differently
TitleLab is Energy Domain's courthouse data product, built on a different premise: we process the underlying document, not the clerk index.
Every instrument that runs through TitleLab's extraction engine gets classified by document type, then parsed for the full set of attributes that matter for land work. That includes every grantor and grantee with their transaction role, the complete legal description, surveys, abstracts, PLSS coordinates, platted properties, and lease provisions including royalty rates, term lengths, and severance clauses. We also capture prior instrument references and interest conveyances, including interest type and decimal, at the tract-level. This is foundational for chain-of-title work.
The result is two to three times the number of attributes that legacy providers abstract from the same documents. Every property element in TitleLab is structured, searchable, and mappable. A search for a specific abstract in Howard County returns every instrument tied to that tract, not just what happened to fit in the clerk's six-field index.
The Advanced Index
The structured, queryable layer TitleLab builds on top of raw county records is what we call the Advanced Index. It is what allows you to search by section, survey, abstract, or party name across the complete record set and get organized, structured results back instead of a stack of documents to manually sort through.
Every legal description from every instrument is individually indexed. That matters because it means complex transactions, a single deed affecting dozens of tracts or a lease covering multiple abstracts, are fully searchable at the individual property level, not just at the document level. You can pull everything affecting a specific tract, sorted by filing date, with normalized party names and instrument types, and export it in a format ready to work with.
For land teams building toward more automated title workflows, using LLMs to help assemble run sheets, flag chain-of-title gaps, or draft preliminary title opinions, TitleLab is designed with that in mind. We are exposing an MCP interface so your internal AI tooling can query courthouse records the same way it queries well headers or production data.
Where We Are Today and Where We Are Going
The Permian Basin is first. East Texas and South Texas follow this summer. New Mexico is in active development, with filings and open records requests underway. Every instrument comes with a PDF preview alongside its structured attributes, so you can always return to the source document, but you do not have to start there.
We are also processing at scale: approximately 300,000 instruments per day through the extraction pipeline, which is what allows us to accelerate rollout across counties and keep pace with new filings as they come in.
What This Means for Your Workflow
If you are doing any volume of title work in the Permian today, whether that is diligence on an acquisition, curative work on a lease position, or building run sheets for a minerals package, TitleLab is worth a serious look. Not because it replaces the judgment a landman brings to a title chain, but because it gets you to the starting line faster, with a more complete picture of what the record actually says.
TitleLab is in active rollout. If you are working Permian acreage and want early access, reach or book a walkthrough at energydomain.com.
