S.F. Admin. Code ch. 37 § 37.10C

Use and Sale of Algorithmic Devices Prohibited (San Francisco Rent Ordinance)

In Force
Verified 10/27/2026 · Next check 11/3/2026
San FranciscoEviction & Just Cause

Operative Text

S.F. Admin. Code ch. 37 § 37.10C
(a) Prohibition on Sale. It shall be unlawful to sell, license, or otherwise provide to San Francisco landlords any algorithmic device that sets, recommends, or advises on rents or occupancy levels that may be achieved for residential dwelling units in San Francisco.

(b) Prohibition on Use. It shall be unlawful for a landlord to use an algorithmic device described in subdivision (a) when setting rents or occupancy levels for residential dwelling units in San Francisco. Each separate month that a violation exists or continues, and each separate residential dwelling unit for which the landlord used the algorithmic device, shall constitute a separate and distinct violation.

(c) Definitions.

(1) “Algorithmic device” means a device commonly known as revenue management software, that uses one or more algorithms to perform calculations of non-public competitor data concerning local or statewide rents or occupancy levels, for the purpose of advising a landlord on whether to leave a unit vacant or on the amount of rent that the landlord may obtain for that unit. “Algorithmic device” includes a product that incorporates an algorithmic device, but does not include (A) a report that publishes existing rental data in an aggregated manner but does not recommend rents or occupancy levels for future leases; or (B) a product used for the purpose of establishing rent or income limits in accordance with the affordable housing program guidelines of a local government, the state, the federal government, or other political subdivision.

(2) “Non-public competitor data” means information that is not available to the general public, including information about actual rent prices, occupancy rates, lease start and end dates, and similar data, regardless whether the information is attributable to a specific competitor or anonymized, and regardless whether it is derived from or otherwise provided by another person that competes in the same market or a related market.

(d) Remedies.

(1) The City Attorney may file a civil action for violations of subsections (a) and/or (b), for damages, injunctive relief, restitution/return of illegal profits, and/or civil penalties of up to $1,000 per violation. The court shall award reasonable attorney’s fees and costs to the City Attorney if the City Attorney is the prevailing party in such a civil action.

(2) A tenant may file a civil action for violations of subsection (b), for injunctive relief, money damages, and/or civil penalties of up to $1,000 per violation. The court shall award reasonable attorney’s fees and costs to the tenant if the tenant is the prevailing party in such a civil action. A lease provision that limits a prevailing tenant from obtaining attorneys’ fees shall not be enforceable against a tenant’s claim for attorneys’ fees that arises under this subsection (d)(2).

(3) A nonprofit organization with tax-exempt status under 26 United States Code Section 501(c)(3) or 501(c)(4) and with a primary mission of protecting the rights of tenants in San Francisco may also bring a civil action to enforce violations of subsection (b) and seek the remedies set forth in subsection (d)(2), including attorneys’ fees and costs.

(e) Undertaking for the General Welfare. In enacting and implementing this Section 37.10C , the City is assuming an undertaking only to promote the general welfare. It is not assuming, nor is it imposing on its officers and employees, an obligation for breach of which it is liable in money damages to any person who claims that such breach proximately caused injury.

(f) Severability. If any subsection, sentence, clause, phrase, or word of this Section 37.10C , or any application thereof to any person or circumstance, is held to be invalid or unconstitutional by a decision of a court of competent jurisdiction, such decision shall not affect the validity of the remaining portions or applications of the Section. The Board of Supervisors hereby declares that it would have passed this Section and each and every subsection, sentence, clause, phrase, and word not declared invalid or unconstitutional without regard to whether any other portion of this Section or application thereof would be subsequently declared invalid or unconstitutional.
Source: Legislative text reproduced verbatim
Plain English

Section 37.10C of the San Francisco Administrative Code Chapter 37 prohibits two related activities: selling or licensing so-called 'algorithmic devices' (revenue management software that uses non-public competitor data to advise on rents or vacancy levels) to San Francisco landlords, and landlords actually using such tools when setting rents or occupancy levels for residential units. Each month a violation persists, and each unit affected, counts as a separate violation. Both the City Attorney and individual tenants may pursue civil remedies, including civil penalties of up to $1,000 per violation.

Written by anthropic/claude-sonnet-4.6 · Reviewed on October 15, 2026

Plain English — not legal advice.

For Property Managers

Under S.F. Admin. Code § 37.10C, compliant operators in San Francisco refrain from subscribing to, licensing, or otherwise using revenue management software that draws on non-public competitor rental or occupancy data to generate rent recommendations. Because each affected unit and each month of continued use constitutes a distinct violation, operators generally audit their property-management technology stack to confirm that no such algorithmic device is in active use. Vendors who sell or license such tools to San Francisco landlords are themselves subject to civil action under subsection (a), so due diligence on software procurement is a standard part of compliance under this provision.

General guidance for property managers — not legal advice for your specific situation. Consult an attorney for advice on your case.

For Tenants

Section 37.10C gives San Francisco tenants a direct private right of action if a landlord used an algorithmic device of the type described in the provision when setting the rent or occupancy terms for their unit. Under subsection (d)(2), a prevailing tenant may seek injunctive relief, money damages, and civil penalties of up to $1,000 per violation, and any lease clause attempting to block a fee award cannot be enforced against a tenant's claim for attorney's fees under this section. Tenants who believe this provision may apply to their situation can consult the San Francisco Rent Stabilization and Arbitration Board, a local tenant-rights organization, or an attorney familiar with San Francisco rent regulations for general information about available enforcement paths.

General guidance for tenants — not legal advice for your specific situation. Consult a tenant-rights organization or attorney for advice on your case.

Generated October 15, 2026 — auto-generated, not yet human-reviewed. See /transparency for methodology.

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References Out

Rules and statutes cited by this regulation

Cal. Civ. Code § 501
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Cal. Civ. Code § 37.10C
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References In

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Related Rules

§ 151.20
TEMPORARY EVICTION CONTROLS AND RENT REDUCTIONS FOR MOBILE HOMES DAMAGED IN THE JANUARY, 1994 EARTHQUAKE
§ 1
Definitions
§ 2
Eviction of tenants prohibited; exceptions

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