Answer

Can AI Pull Comps, Rent Roll and Ownership Records for a Deal Without an Annual Data Subscription?

Comps and ownership records, yes; the rent roll, no, because it is the seller's document. What an AI run returns for a deal you are screening, from which sources, and how long each part takes at the measured median.

Comps and ownership records, yes; the rent roll, no, because a rent roll is the seller's document and no record holds it. Titleman, for example, returns ownership, sales, recorded debt and zoning for an address in about 4 minutes and a comp set in about 20 at the measured median, drawing on 2,100+ sources inside each run, and it reads the rent roll you get from the broker and ties it to the T-12.

Published by Titleman, which makes one of the tools compared. Updated 19 October 2026.

What you can get, and from where

What you needWhere it comes fromWhat Titleman returnsMedian time
OwnershipRecords on the propertyOwner of record, sales, recorded mortgages and liens, permits, zoning, each with its date; gaps named (property passport)About 4 minutes
CompsRecorded salesSame asset type, 1 mile and 24 months by default, at least three priced comps, non-comparables marked with the reasonAbout 20 minutes
Market rentSigned and asking leases nearbyA rent for one space with the lease comps behind it, and whether the space is under-rented, at market or overAbout 15 minutes
Rent rollThe seller, via the brokerRead with the T-12 and OM, checked against both, built into the underwriting modelAbout an hour (underwriting)

The data arrives with the deal rather than as a dataset your team searches. That is the trade: you get answers about the property in front of you, not a market you can browse.

Why the rent roll is different

Recorded documents show who owns a building, what it sold for and what is borrowed against it. They do not show who pays what rent today. Any tool that claims to pull a rent roll from an address is estimating one. The useful AI work on a rent roll is reading the one the seller sends, tying it to the trailing twelve months and flagging where they disagree. See how to read a rent roll.

What it costs in time: measured medians on production runs, 30 days to 13 October 2026: passport about 4 minutes, rent about 15, comps about 20, underwriting about an hour.

Where coverage is thinner

Coverage depends on the county. Our property base is deepest in Florida, Texas, North Carolina, California, New Jersey, New York, Massachusetts and Washington, and thinner elsewhere. When a figure is not found, the report names it as missing instead of filling it, so a thin county shows up as gaps, not as invented numbers.

For the people behind an LLC owner, see how to find who owns an LLC-owned property. For how comps are chosen, see what comparable sales are. For the other tools investors use, see the AI tools for real estate investors list, and for the passport itself, the passport guide.

FAQ

How does Titleman choose comparable sales?

Same asset type, 1 mile and 24 months by default, up to 10 miles; at least three priced comps; the subject's own sale excluded. The same request returns the same rows.

When is a data subscription still the right tool?

When the job is searching a whole market every day. A per-deal run answers a deal; a dataset answers a market.

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