Monitoring the Session

HB 2491

Talarico Algorithmic Devices Bill Bans Selling Any Rent Algorithm

Died in committee

Verdict: Smells

SmellsInitial review
Rep. James TalaricoDHouse 50
Both charges, and why
The hole

THE TEXT

…“trained with nonpublic competitor data if the data includes”…

Bill text, introduced version (I)

The chapter does not apply to a device built on private competitor data if that lease data is also published in aggregated, anonymous form, such as average rent ranges by zip code. The tool that pools rivals' private rent data, which is the case the bill targets, can escape by posting summary ranges.

The hole
Dragnet

THE CAPTION

“relating to the use of certain algorithmic devices in the”…

Caption, introduced version (I)

THE TEXT

“"Algorithmic device" means a device that uses one”…

Bill text, introduced version (I)

The caption says 'certain' devices, but the sale ban covers any product that uses an algorithm to calculate data for setting or recommending rent. That reaches ordinary pricing tools that use no competitor data at all.

Dragnet

Initial review · graded Oct 20, 2026 · Headline, summary and grade are analysis of the bill text, not a finding about any person · How we grade

Caption

relating to the use of certain algorithmic devices in the determination of residential rental prices.

Caption from analyzed text · version I.

Summary

Even tools with no competitor data. The ones pooling rivals’ private data escape by posting summaries!

The bill bans selling algorithm-based products that set or recommend residential rent, and bars rent-advice vendors from using private data from competing landlords about Texas properties. It touches software vendors, landlords who buy pricing tools, and tenants. Violations can be pursued as deceptive trade practices starting September 1, 2025, but a tool that uses private competitor data falls outside the chapter if the vendor also publishes that lease data in an aggregated, anonymous form.

Labels

Labels: NEVER GOT A HEARING. Filed Feb 5, 2025 and referred to the House Trade, Workforce & Economic Development committee. No public hearing. The bill died.

Receipt

The receipt

89R-HB2491 · 2025-02-05

SOLD BY

ITEM

relating to the use of certain algorithmic devices in the determination of residential rental prices.

WHAT IT DOES

Even tools with no competitor data. The ones pooling rivals’ private data escape by posting summaries!

The bill bans selling algorithm-based products that set or recommend residential rent, and bars rent-advice vendors from using private data from competing landlords about Texas properties. It touches software vendors, landlords who buy pricing tools, and tenants. Violations can be pursued as deceptive trade practices starting September 1, 2025, but a tool that uses private competitor data falls outside the chapter if the vendor also publishes that lease data in an aggregated, anonymous form.

CHARGES

[x] THE HOLEanalysis confidence 65%

THE TEXT

…“trained with nonpublic competitor data if the data includes”…

Bill text, introduced version (I)

The chapter does not apply to a device built on private competitor data if that lease data is also published in aggregated, anonymous form, such as average rent ranges by zip code. The tool that pools rivals' private rent data, which is the case the bill targets, can escape by posting summary ranges.

[x] DRAGNETanalysis confidence 50%

THE CAPTION

“relating to the use of certain algorithmic devices in the”…

Caption, introduced version (I)

THE TEXT

“"Algorithmic device" means a device that uses one”…

Bill text, introduced version (I)

The caption says 'certain' devices, but the sale ban covers any product that uses an algorithm to calculate data for setting or recommending rent. That reaches ordinary pricing tools that use no competitor data at all.

TOTAL

No fiscal note in the loaded record.

HISTORY

  1. Filed
  2. Read first time
  3. Referred to Trade, Workforce & Economic Development
FILED UNDER

No verified beat found.

Smells

THANK YOU FOR CHECKING THE RECEIPT

CAMPAIGN PAID FOR BY

CAMPAIGN PAID FOR BY

Donors

Peter McCarthy$20,000Bailey Mccarthy$10,000Walter Horton$8,500

Not tied to this bill.

Sources

The author's campaign account only. Own money and internal transfers are separate on the member page.

Derived itemized flow · Jul 1, 2024 to Jun 9, 2026. State data as of Nov 4, 2026.

Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.

Peter McCarthy$20,000.00
Bailey Mccarthy$10,000.00
Walter Horton$8,500.00
Money

Missing data does not establish zero giving. Display amounts are rounded.

Votes

No floor vote loaded for this bill.

Fiscal

No fiscal note in the loaded record.

How this was graded

Analysis of text version I by claude-opus-5-5, Oct 20, 2026, against the published rubric.

Sources

Texas House · Filed Feb 5, 2025

03/17/2025 H Referred to Trade, Workforce & Economic Development: Mar 17 2025 2:32PM

Texas Legislature Online · Introduced

Data snapshot Oct 26, 2026 at 4:19 AM CDT. Grades, charges, quotes and corrections follow the published record.

House committee · Trade, Workforce & Economic Development · Final status: Died in committee

Subjects

Business & Commerce--Trade Practices

Civil Remedies & Liabilities

Property Interests--Landlord & Tenant

Text

The text as introduced · 474 words

89R8368 ATP-D

By: Talarico
H.B. No. 2491

A BILL TO BE ENTITLED

AN ACT

relating to the use of certain algorithmic devices in the

determination of residential rental prices.

BE IT ENACTED BY THE LEGISLATURE OF THE STATE OF TEXAS:

SECTION 1. Subtitle C, Title 5, Business & Commerce Code, is

amended by adding Chapter 121 to read as follows:

CHAPTER 121. ALGORITHMIC DEVICES USED TO DETERMINE RENT

Sec. 121.001. DEFINITIONS. In this chapter:

(1) "Algorithmic device" means a device that uses one

or more algorithms to perform calculations of data. The term

includes a product that incorporates an algorithmic device. The

term does not include:

(A) a report published periodically and not more

frequently than monthly by a trade association that receives and

publishes data in an aggregated and anonymous manner; or

(B) a product used for the purpose of

establishing rent or income limits in accordance with the

affordable housing program guidelines of a political subdivision,

this state, or the federal government.

(2) "Nonpublic competitor data" means information

that:

(A) is not widely available or easily accessible

to the public, including information about actual rent prices,

occupancy rates, and lease start and end dates, regardless of

whether the data is attributable to a specific competitor or

anonymized; and

(B) is derived from or otherwise provided to a

person by another person that competes in the same or a related

market.

Sec. 121.002. APPLICABILITY. (a) This chapter does not

apply to an algorithmic device that uses, incorporates, or was

trained with nonpublic competitor data if the data includes

nonpublic executed lease data that is also made available to the

public in an aggregated and anonymous manner at no more than a

reasonable charge.

(b) For purposes of this section, data made available to the

public in an aggregated and anonymous manner includes nonpublic

executed lease data tailored for the benefit of and usefulness to

consumers and presented as a range of average rent prices for

properties in a geographic area defined by its zip code,

neighborhood, geographical radius, or other type of apartment

industry submarket.

Sec. 121.003. CERTAIN ACTIONS RELATING TO ALGORITHMIC

DEVICES USED IN DETERMINING RESIDENTIAL RENT PROHIBITED. (a) The

sale of algorithmic device services or products for the purpose of

setting or recommending the amount of rent to be charged to a tenant

for residential premises is prohibited.

(b) A person engaged in the business of providing

algorithmic device services or products for the purpose of advising

a landlord of the amount of rent that the landlord may consider

charging a tenant for residential premises may not use nonpublic

competitor data pertaining to residential properties in this state

in algorithmic calculations.

Sec. 121.004. DECEPTIVE TRADE PRACTICE. A violation of

Section 121.003 is a deceptive trade practice actionable under

Subchapter E, Chapter 17.

SECTION 2. This Act takes effect September 1, 2025.