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RealPage


RealPage, Inc. is a technology company that develops and provides software platforms, data analytics, and services primarily for property managers in the multifamily real estate sector. Founded in 1998 through the acquisition of Rent Roll, Inc., the company is headquartered in Richardson, Texas, and serves owners and operators of rental properties including apartments, single-family homes, student housing, and commercial spaces. Its core offerings encompass leasing automation, accounting, budgeting, applicant screening, and revenue management tools powered by artificial intelligence and market data aggregation.
RealPage's revenue management software analyzes vast datasets from participating to generate recommendations aimed at optimizing and for individual clients. The platform processes factors such as local demand, unit availability, and historical leasing patterns to suggest dynamic levels, with users retaining final . By 2024, RealPage reported serving a significant portion of the U.S. apartment market, contributing to its position as a key player in proptech, with annual revenues exceeding $1 billion. The company has faced antitrust scrutiny since 2022, with the U.S. Department of Justice filing a lawsuit in August 2024 alleging that RealPage's algorithms facilitate collusion by incorporating competitors' confidential rental data to coordinate price increases, harming renters. Multiple state attorneys general, including those from California, New Jersey, and Kentucky, have pursued similar civil actions, claiming the software supplants independent competition with algorithm-driven alignment. RealPage counters that its tools enhance efficiency through aggregated market intelligence without mandating adherence to suggestions, emphasizing client autonomy and the role of broader supply constraints in rental pricing dynamics. These cases, ongoing as of 2025, highlight tensions between data-driven optimization and antitrust concerns over information sharing in concentrated markets.

History

Founding and Early Development

RealPage was founded in 1998 by Steve Winn, who acquired Rent Roll, Inc., a provider of on-premise software for conventional and affordable multifamily rental housing. The acquisition stemmed from Winn's repurchase of the Little Buddy software product, which he had previously developed and sold to , for $10 million; he then rebranded it as Rent Roll to form the basis of RealPage's initial offerings. Headquartered in , the company initially targeted landlords and property managers with tools for handling leasing, accounting, and compliance tasks in an era dominated by desktop-based systems. In its early years, RealPage focused on enhancing on-premise solutions to streamline operations for multifamily properties, emphasizing data integration for rent rolls, maintenance tracking, and financial reporting. This period saw the merger of RealPage Communications, Inc.—an entity involved in related real estate tech—with Rent Roll in December 1998, consolidating expertise in property software under Winn's leadership. By 2001, the company pivoted toward web-based innovation, releasing its first on-demand property management product, marking an early shift from installed software to subscription-accessible platforms that reduced hardware dependencies for clients. This foundational emphasis on software efficiency positioned RealPage to address fragmented manual processes in the rental market, with initial growth driven by serving U.S. multifamily operators seeking competitive edges in and tracking. The company's early trajectory reflected Winn's background in tech, prioritizing scalable tools amid rising demand for digitized property oversight in the late 1990s housing sector.

Expansion and Public Offering

RealPage achieved substantial operational expansion in the mid-2000s, driven by increasing adoption of its software solutions for the rental housing industry. Between December 2006 and June 2010, the company's employee count rose from 532 to 1,260, reflecting investments in sales, support, and development teams. On-demand customers grew from 1,469 to 6,186 over the same period, while the number of units under management increased from 2.8 million in December 2007 to 5.2 million by June 2010. This growth paralleled an expansion in product offerings, with on-demand product centers increasing from 20 to 42, encompassing core platforms like OneSite for and LeasingDesk for applicant screening and . Strategic acquisitions bolstered this expansion by integrating complementary technologies and broadening market reach. In February 2010, RealPage acquired Domin-8 Enterprise Solutions, a leading provider of software tailored to small and medium-sized property managers, which added four on-premise systems to its and enhanced capabilities for multifamily and single-family rental operations. Later, on June 23, 2010, the company acquired eReal Estate Integration, Inc. (eREI), incorporating the Lead2Lease platform to improve prospect conversion and for clients. These moves supported revenue growth, with annual revenues climbing from $83.6 million in 2007 to $112.6 million in 2008 and $140.9 million in 2009, though net income remained challenged by operating losses until a $26 million benefit yielded $28.4 million in 2009. The period culminated in RealPage's initial public offering on August 12, 2010, when shares began trading on the Global Select Market under the ticker symbol "." Priced at $11 per share on August 11—below the expected range of $13 to $15—the offering comprised 12.3 million shares, including 6 million newly issued by the company and 6.3 million from selling stockholders, generating gross proceeds of approximately $135 million. Net proceeds to RealPage were estimated at $58.4 million, intended to repay debt and fund further growth initiatives.

Acquisition and Private Ownership

In December 2020, RealPage entered into a definitive agreement to be acquired by , a specializing in software investments, in an all-cash transaction valued at approximately $10.2 billion, including net debt. The deal offered $88.75 per share to RealPage stockholders, representing a premium of over 30% above the stock's closing price prior to the announcement. The acquisition was completed on April 22, 2021, after receiving shareholder and regulatory approvals, at which point RealPage delisted from the and transitioned to private ownership under . This shift allowed RealPage to operate without the quarterly reporting pressures of public markets, enabling a focus on long-term strategic investments in its and platforms. Under Thoma Bravo's ownership, RealPage has pursued growth through targeted acquisitions, such as the September 2022 purchase of , a leasing platform integrating AI-driven tools for optimizing occupancy and pricing. The private structure has facilitated enhanced operational flexibility amid ongoing antitrust scrutiny, though specific financial details post-2021 remain undisclosed due to its non-public status.

Products and Services

Core Property Management Platforms

RealPage's primary core platform is OneSite, an end-to-end, web-based software solution that centralizes leasing, maintenance, , and operations for properties. OneSite supports diverse types, including conventional multifamily, housing, , tax credit properties, military housing, and senior living communities, enabling scalable management across portfolios. The platform leverages Lumina AI for , incorporating features such as intelligent workflows for leasing inquiries and renewals, customizable dashboards, bulk processing capabilities, and a unified data source to ensure policy compliance and reduce errors. Core modules include OneSite Core Property Operations for foundational tasks, Lumina AI Workforce for AI-assisted , Maintenance Management with automated work orders and inventory tracking, and Portfolio Oversight Tools for net operating income (NOI) optimization through analytics. Integrated components extend to functionalities for streamlined financial and dashboards, facilities for service requests, and tools for regulatory adherence across jurisdictions. RealPage reports that OneSite users achieve an 83% reduction in staff time for processes like month-end closes and move-outs, attributed to its automation and centralized oversight. These features position OneSite as a foundational for in , distinct from ancillary revenue or analytics solutions.

Revenue Management and Pricing Tools

RealPage's revenue management and pricing tools, including , AI Revenue Management (AIRM), and Lease Rent Options (LRO), provide algorithmic recommendations to property owners for setting rental prices and lease terms. These platforms process aggregated data from participating properties to forecast demand, occupancy, and revenue potential, generating suggestions for new leases, renewals, and concessions such as rent-free periods. The tools operate by ingesting nonpublic data from landlords, including current rental rates, lease durations, and unit-specific attributes, which is pooled across competitors in the same markets. Algorithms then analyze this dataset alongside market trends to produce optimized outputs, such as recommending specific increases or avoiding reductions during market downturns. YieldStar emphasizes maximization by prioritizing higher prices over vacancy risks, while LRO delivers granular suggestions for rents and terms based on peer benchmarks. AIRM incorporates AI-driven modeling for dynamic adjustments across portfolios, incorporating factors like expirations and amenity to align supply with demand. Additional features include "auto-accept" options for implementing recommendations and advisory support to minimize deviations, alongside dashboards for portfolio-level insights and predictive . RealPage states that these tools enable consistent outperformance of 2-4% relative to market averages, regardless of economic conditions or property type.

Additional Analytics and Optimization Solutions

RealPage's additional analytics and optimization solutions encompass tools like Market Analytics, , and Performance Analytics Benchmarking Pro, which provide data-driven insights to enhance multifamily property performance beyond core . These offerings integrate , , and portfolio oversight to support strategic decision-making for owners, investors, and managers. Market Analytics delivers 100% visibility into market, submarket, and asset-level performance, drawing from lease transaction data, survey data, historical records since 2013, and sources like Real Capital Analytics for sales data. Key features include econometric modeling, competitor analysis, and five-year forecasts for supply, demand, rent, occupancy, and concessions, accessible via a down to the floorplan level. This platform minimizes investment risks, maximizes returns, and informs capital allocation, acquisitions, dispositions, and development through custom feasibility studies and tailored visualizations. The platform offers customizable dashboards, scorecards, and reporting with thousands of daily-updated key performance indicators across operational, marketing, demographic, facilities, screening, accounting, and compliance metrics for conventional, student, senior, and affordable assets. It supports open integrations with major systems and external data sources, enabling role-based views, proactive alerts, and transaction-level drill-down analysis. By unifying insights, it identifies revenue opportunities and expense reductions, accelerating profitability through contextual and efficient resource alignment. Performance Analytics Benchmarking Pro compares historical metrics against internal and external standards, covering dozens of , , operational, financial, and indicators with weekly updates and quintile-based rankings. Customizable widgets, dashboards, and integration with systems facilitate opportunity identification and strategic resource allocation. Supported by reviews, it has enabled increases of 300 to 550 basis points in optimized portfolios. Collectively, these solutions form RealPage's Asset Optimization suite, emphasizing precision to drive efficiency, growth, and yield maximization across portfolios.

Business Operations

Revenue Model and Client Base

RealPage primarily generates revenue through a software-as-a-service () model, with the majority derived from recurring subscription fees for its integrated platforms, revenue optimization tools, and ancillary services. These subscriptions are structured on a usage-based basis, typically charging per rental unit for properties—such as around $300 annually per unit in or conventional markets—and per for commercial , allowing across portfolios without limits on users, leases, or properties. This "on-demand" segment constitutes the largest portion of revenue, historically accounting for over 80% of total inflows, supplemented by one-time for , , and custom integrations, as well as fees from and consulting add-ons. The company's client base centers on institutional owners, firms, and operators focused on multifamily apartments, spaces, single-family rentals, and , primarily in the United States but with growing international presence. Clients range from mid-sized operators to large-scale entities managing extensive portfolios, enabling RealPage to leverage effects through aggregated market data for its pricing algorithms. Prominent customers include major firms such as , Lincoln Property Company, , , and , which collectively oversee millions of units and rely on RealPage's platforms for leasing, accounting, and . This concentration among top-tier managers—spanning approximately 80% of large U.S. multifamily markets—supports RealPage's data-driven services while exposing it to sector-specific economic cycles like fluctuations and regulatory changes in rental pricing.

Market Position and Competition

RealPage maintains a leading position in the property management software sector, particularly for multifamily rental housing, with reported U.S. market shares of approximately 6.9% in general property management software as of mid-2025 and up to 13.4% in broader real estate applications markets. Its dominance is more pronounced in revenue management tools for apartments, where its acquisition of competitor LRO in 2017 resulted in control of roughly 80% of the specialized software market for algorithmic rental pricing optimization. This segment leadership stems from products like YieldStar, which integrate data analytics to recommend dynamic pricing, serving large institutional landlords and property managers handling millions of units. Key competitors in the overall space include Yardi Systems, , and Entrata, which collectively hold substantial shares— at around 12.4%, Entrata at 10.1%, and Yardi products like Voyager or capturing 5-6%—and provide end-to-end platforms for leasing, , and screening. These rivals often emphasize cloud-based for mid-sized operators, contrasting RealPage's focus on enterprise-level for large portfolios, though overlaps exist in features like and resident portals. In revenue management specifically, direct alternatives are limited, with many operators relying on RealPage's integrated solutions due to data network effects from its extensive client base; emerging challengers include boutique tools from firms like Revyse or in-house developments, but none approach RealPage's scale or data depth as of 2025. The competitive landscape reflects a fragmented market projected to grow from $6 billion in 2025 to $9.5 billion by 2030 at a 9.6% CAGR, driven by and adoption, yet RealPage's ownership since its $10.2 billion acquisition by in 2021 has enabled aggressive expansion amid antitrust scrutiny over its pricing tools' influence. While competitors like Yardi stress customizable modules for diverse types, RealPage differentiates through proprietary datasets aggregating leasing patterns across 20 million units, fostering via information advantages rather than outright . Ongoing legal challenges have prompted some clients to explore alternatives, potentially eroding RealPage's edge if validated, though no major share shifts have materialized by late 2025.

Origins of Antitrust Scrutiny

Antitrust scrutiny of RealPage intensified following a October 15, 2022, investigative report by , which examined the company's YieldStar software and alleged that it facilitated coordinated increases by aggregating nonpublic, competitively sensitive from participating landlords, including rates, terms, and details, to generate recommended rental prices often exceeding market levels. The report highlighted internal RealPage training materials and executive statements encouraging clients to raise rents collectively rather than compete aggressively on price, raising concerns under Section 1 of the , which prohibits agreements that restrain trade. noted that RealPage's model, while resembling in other industries, differed due to the software's reliance on rivals' proprietary , potentially enabling in concentrated apartment markets where large property managers control significant inventory. The exposé prompted the U.S. Department of Justice (DOJ) Antitrust Division to open a formal into RealPage by , focusing on whether the software enabled landlords to coordinate pricing and whether a 2017 merger with competitor LeaseLock violated antitrust laws by reducing competition in tools. This probe built on prior DOJ examinations of rental housing practices, including a 2011 business review letter that cleared similar data-sharing platforms like RentBureau (later acquired by RealPage) after finding no evidence of anticompetitive harm, though critics argued market conditions had since evolved with greater consolidation among institutional investors. The 2022 reflected renewed regulatory interest in algorithmic pricing amid rising U.S. rents, which had increased by an average of 30% from 2021 to 2022 according to federal data, though causal links to RealPage remained disputed. Initial private litigation followed swiftly, with class-action lawsuits filed by tenants alleging overcharges due to RealPage-facilitated ; for instance, cases referenced rentals dating back to but gained traction post-, leading to multidistrict litigation consolidation in the U.S. District Court for the Middle District of Tennessee. By November 1, 2023, the District of Columbia initiated a antitrust suit against RealPage and major landlords, claiming the software suppressed competition and inflated rents in the D.C. area. These actions underscored early arguments that RealPage's 70-80% in apartment software created and incentivized data pooling that mimicked horizontal agreements, though RealPage maintained its tools promoted efficiency akin to without direct price-fixing. The scrutiny's origins thus stemmed from empirical analyses of data flows and market outcomes rather than isolated complaints, setting the stage for federal enforcement.

Key Lawsuits and Regulatory Actions

In August 2024, the U.S. Department of Justice (DOJ), along with attorneys general from seven states and the District of Columbia, filed a civil antitrust lawsuit against RealPage in the U.S. District Court for the Middle District of Tennessee, alleging violations of Sections 1 and 2 of the Sherman Act. The complaint claims RealPage's revenue management software facilitates an unlawful scheme by collecting and sharing nonpublic, competitively sensitive information—such as rental rates, occupancy data, and lease terms—among competing landlords, enabling them to align prices above competitive levels and reduce incentives for independent pricing. It further alleges that RealPage maintains a monopoly in commercial revenue management software for multifamily housing by designing its product to disadvantage rivals and locking in customers through contractual restrictions on using competitors' tools. RealPage has denied the allegations, arguing its software promotes efficiency by aggregating market data without mandating adherence to recommendations. The DOJ amended its complaint on January 7, 2025, adding six major landlords—, Blackstone's Sortland Communities, Pinnacle, Willow Bridge Property Company, and others—as defendants, asserting they coordinated pricing beyond the algorithm's outputs through direct communications and shared data exchanges facilitated by RealPage. In August 2025, the DOJ reached a proposed settlement with Management Services, the largest U.S. apartment owner, requiring Greystar to cease using software reliant on competitors' data for five years and to adopt policies limiting data sharing, without admitting liability. The case remains ongoing as of October 2025, with RealPage contesting the claims in court. Multiple lawsuits have been filed by tenants against RealPage and firms, alleging the software enables horizontal price-fixing that artificially inflates rents in violation of federal and state antitrust laws. By mid-2025, over 30 such suits were consolidated in federal multidistrict litigation in the Middle District of , targeting RealPage and landlords for sharing sensitive data that suppresses competition. Settlements totaling approximately $142 million were announced in October 2025 with 27 defendants, including Bozzuto, Simpson Housing, Avenue5, and (contributing $50 million separately), providing restitution to affected renters without admissions of wrongdoing. State-level regulatory actions include a April 2025 lawsuit by the Washington Attorney General against RealPage and several landlords for alleged violations of the state Consumer Protection Act through conspiratorial rent inflation. Similarly, New Jersey Attorney General Matthew Platkin filed an antitrust suit in April 2025 against RealPage and 10 landlords for a statewide rent-fixing conspiracy affecting multifamily units. In response to such scrutiny, RealPage challenged a Berkeley, California, ordinance banning algorithmic rent-setting software in April 2025, arguing it unlawfully restricts lawful business tools. These actions reflect broader regulatory concerns over algorithmic pricing but have not yet resulted in final judgments against RealPage as of late 2025.

Settlements, Outcomes, and Ongoing Defenses

In class-action lawsuits accusing landlords of using RealPage's software to coordinate in violation of antitrust laws, 26 firms, including , reached preliminary settlements totaling over $141 million as of October 2025. These agreements, filed in federal court in , require court approval and impose restrictions on participants' with RealPage for purposes, along with obligations to cooperate against non-settling defendants, while denying any admission of or wrongdoing. RealPage itself entered a settlement with the in September 2025, contributing $200,000 to state nonprofits for renter assistance without admitting liability, in exchange for a release of claims related to its products. The agreement limits RealPage's use of nonpublic data from properties to information aged at least three months, anonymized, and aggregated across at least 10 properties, with similar aggregation requirements for published data and models. It also mandates annual compliance certifications and an antitrust training program for relevant staff over five years. In August 2025, separately settled with the U.S. Department of Justice, agreeing to cease using what the DOJ described as anticompetitive rent-setting software, amid broader scrutiny of RealPage's practices. Federal antitrust litigation initiated by the DOJ against RealPage in August 2024 remains active, alleging violations of the Sherman Act through algorithmic recommendations that facilitate aligned pricing via shared competitively sensitive data, with no resolution as of early 2025. Consolidated actions in federal court against RealPage and approximately 20 remaining landlords continue without settlements from the company. RealPage has mounted defenses asserting that its software aggregates publicly available and anonymized without facilitating or harming , operating within antitrust boundaries by providing tools rather than direct competitor-specific rates. The company has countersued localities, such as challenging a ordinance banning algorithmic tools as preempted by federal law and overly restrictive of legitimate business analytics. RealPage maintains that its practices enhance market efficiency through data-driven optimization, rejecting claims of or coordinated price elevation.

Economic and Market Impact

Role in Rental Pricing Dynamics

RealPage's YieldStar software functions as a system that recommends rental prices for apartments by analyzing aggregated data from participating landlords, including unit-specific leasing histories, occupancy levels, and anonymized competitor pricing signals. The algorithm processes information from over 13 million leased units to generate daily pricing suggestions for approximately 20 million rental units across the , aiming to optimize through dynamic adjustments based on predicted elasticity and conditions. Landlords opting into the system typically agree to provide detailed, confidential data and often commit to implementing the recommended prices to access full functionality, which incorporates real-time feedback loops from client adherence. In rental market dynamics, YieldStar facilitates a shift from traditional static —where rents are set periodically based on local comparables—to algorithmic , similar to models used in and sectors. This approach reduces pricing variance across properties by encouraging convergence on data-driven , leading to higher average occupancy rates (often exceeding 95% in adopting portfolios) and per available unit, as the system minimizes vacancies through targeted rate hikes during and selective discounts amid softening conditions. Empirical research on multifamily markets indicates that algorithmic enhances price responsiveness to supply-demand shifts, with adopting properties demonstrating statistically significant uplifts of 3-5% relative to non-users in comparable submarkets, though these gains stem partly from better capturing underlying market tightness rather than exogenous . The software's reliance on pooled, non-public from a dominant share of institutional portfolios—RealPage commands about 80% of the apartment software —amplifies its influence on localized pricing dynamics, particularly in areas with concentrated ownership. Studies correlate higher penetration with stabilized but elevated trajectories, where prices exhibit less discounting (e.g., fewer below- concessions) and greater uniformity, potentially exacerbating affordability pressures in low-vacancy environments below 5%. For example, -level from 2023-2024 link RealPage usage to an average 4% premium for users, contributing to an estimated $3.8 billion in additional annual U.S. rental expenditures, though causal attribution remains contested amid broader factors like construction slowdowns and migration patterns. The U.S. Department of Justice, in its August 23, 2024 antitrust , contends this data-sharing mechanism enables aligned pricing that suppresses , but independent analyses emphasize that such tools primarily reflect and reinforce efficient signals without inherent supracompetitive intent.

Efficiency Benefits and Innovation Arguments

RealPage's revenue management software, including its YieldStar product, employs AI-driven algorithms to analyze market data, occupancy trends, and unit-specific factors, recommending dynamic pricing adjustments that enable property managers to optimize revenue while minimizing vacancies. This approach achieves 2-4% outperformance relative to market averages across economic cycles by balancing rent levels with occupancy rates, allowing for precise recommendations on lease terms, amenity pricing, and portfolio-wide insights through configurable dashboards and predictive modeling. Proponents argue that such tools enhance operational efficiency in the multifamily sector by automating data-intensive decisions traditionally reliant on manual analysis, which smaller operators could not perform cost-effectively without advanced software. For instance, during economic downturns like the 2008-2010 , users of systems lowered rents and boosted occupancy more effectively than non-users, demonstrating the software's capacity to respond flexibly to supply-demand shifts rather than rigidly inflating prices. This mirrors practices in industries such as and hotels, where algorithmic pricing has long been accepted for improving without antitrust concerns. Innovation in RealPage's system stems from integrating aggregated public and anonymized private — with options for users to exclude nonpublic inputs— to generate tailored recommendations, fostering by leveling the playing field for landlords against larger portfolios. Defenders contend this data-driven stabilizes rental markets by reducing vacancy periods through better lease expiration alignment and , ultimately supporting higher overall occupancy and predictable revenue streams since the widespread adoption of such systems. By enabling profit-maximizing decisions without mandating adherence to suggestions— as landlords retain final pricing authority— the software is said to promote causal gains, such as incentivizing property investments and maintenance through improved returns, rather than enabling . RealPage's limited , covering approximately 7% of U.S. rental units and 30% in major metros, further underscores its role as a competitive tool rather than a dominant force distorting prices.

Criticisms of Market Effects and Policy Responses

Critics contend that RealPage's algorithmic pricing software contributes to elevated prices by facilitating coordination among landlords, thereby suppressing in multifamily markets. The U.S. Department of Justice (DOJ), in its , 2024 antitrust , alleged that RealPage's tool enables the sharing of competitively sensitive information, such as non-public data and leasing terms, allowing landlords to align rents at supracompetitive levels and deprive renters of competitive benefits. A December 2024 analysis by the estimated that such anticompetitive algorithmic pricing imposes an average additional cost of $70 per month on renters in buildings using these tools, totaling billions in excess payments across affected markets. Empirical studies, including one from UC Berkeley researchers published in April 2025, found a statistically significant between RealPage adoption and higher rents, attributing this to reduced price variability and incentives against discounting. Further criticisms highlight how the software's design discourages aggressive price competition, as it recommends rents based on aggregated competitor that includes instructions to avoid vacancies even at the expense of lower occupancy. A study on algorithmic pricing in multifamily rentals concluded that while such tools enable responsive pricing, they risk coordinated outcomes leading to higher rents and reduced occupancy in concentrated markets, particularly where institutional investors dominate. ProPublica's October 2022 investigation revealed internal RealPage communications advising clients to raise rents post-vacancy and target near-full occupancy, practices critics argue exacerbate housing affordability challenges amid low supply. These effects are said to disproportionately burden lower-income renters in urban areas with high consolidation. In response, federal and state authorities have pursued antitrust enforcement, with the DOJ's 2024 suit seeking to enjoin RealPage's data-sharing practices and mandate transparency in its algorithms. Multiple states, including (April 2025 lawsuit by AG ) and (April 2025 suit), have filed actions accusing RealPage of enabling through restricted price reductions and shared logic that elevates rents. Settlements with property managers like and others in October 2025 totaled $142 million in class-action relief, incorporating injunctive terms to limit third-party revenue management tools. Nevada's October 2025 agreement requires RealPage to anonymize nonpublic data for rent recommendations, signaling a policy shift toward curbing data aggregation. Legislative efforts include local ordinances, such as Berkeley's 2025 on algorithmic pricing tools, which RealPage challenged in court as preempted by and unsupported by evidence of harm. Broader policy proposals advocate for antitrust reforms targeting algorithmic , with the DOJ's proposed final judgments in 2025 cases aiming to prohibit mandatory inputs and enforce competitive independence. Critics of RealPage, including advocacy groups, argue these responses are essential to restore market competition, though defenders maintain that empirical links to rent inflation remain unproven and that software merely optimizes akin to models.

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