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Bill

SB 585

Virginia Fair Housing Law, et al.; personalized algorithmic pricing disclosures, prohibitions.

2026 Regular Session

SB 585 requires housing providers to disclose personalized algorithmic pricing and prohibits discriminatory automated pricing practices in Virginia's real estate transactions.

Passed by indefinitely in General Laws and Technology with letter (15-Y 0-N)
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Bill Summary · SB 585

Legislative bill overview

SB 585 amends Virginia's Fair Housing Law to require disclosure and establish prohibitions around personalized algorithmic pricing in housing transactions. The bill aims to prevent discrimination and unfair pricing practices that use automated decision-making systems to determine housing costs or terms on an individualized basis.

Why is this important

Algorithmic pricing systems can perpetuate discrimination by using proxies for protected characteristics (race, gender, disability, etc.) even when those characteristics aren't explicitly programmed in. As housing markets increasingly adopt automated pricing tools, this legislation addresses a growing equity concern by requiring transparency and limiting potentially discriminatory practices in one of consumers' largest financial decisions.

Potential points of contention

  • Implementation burden: Defining what constitutes "personalized algorithmic pricing" versus standard pricing models may be unclear, creating compliance challenges for housing providers and potentially stifling legitimate pricing flexibility
  • Competitive disadvantage concerns: Disclosure requirements could disadvantage smaller housing providers or landlords who lack resources to audit their systems, while larger companies can afford compliance infrastructure
  • Effectiveness debate: Requiring disclosure without strong enforcement mechanisms may not meaningfully prevent discrimination if violators face minimal penalties; conversely, strict enforcement could face legal challenges on free speech or property rights grounds

Compiled from official sources — confirm details with the bill’s official record.

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