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Data Owners '25: Property, Mortgage & Real Estate Data (view performance)

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Bull / Bear Details has the investment thesis and bull/bear points. Overview is monitoring guidance (hiring, forums, second-order trends, search keywords, Google Trends, datasets).

Overview

Hiring Trend Watchpoints

High-performing operators in this theme are aggressively hiring for AI/ML Engineers and Data Scientists to develop and integrate AI across their platforms, from underwriting and operations to agent productivity and customer engagement. This includes roles focused on AI-powered features for 'housing super apps' and integrated ecosystems (Zillow, Opendoor, CoStar, Compass). There's also significant demand for Sales and Business Development professionals, particularly for new product rollouts like CoStar's Homes.com Platinum tier and to onboard agents onto expanded platforms (Compass, CoStar, Rocket Companies). Technology Integration Specialists are crucial for successfully merging acquired businesses and platforms, such as Compass's Anywhere integration or ICE's MarketAxess acquisition. The boom in AI and digital transformation is driving a need for Data Center and Critical Infrastructure Specialists within commercial real estate services (CBRE, JLL). Product Managers with an AI focus are also in demand to drive the development of innovative features. Confirmation of theme execution would be indicated by continued growth in AI-related job postings, successful integration of acquired workforces, and increased sales force expansion for new offerings. Deterioration would be signaled by hiring freezes in tech or sales, a shift away from AI-focused roles, or a significant reduction in roles related to data center expansion, suggesting a slowdown in strategic priorities or a greater reliance on automation substitution without corresponding growth.

Forum Watchlist

  • subreddit — r/realtorshigh

    Agent sentiment on new platforms, commission changes, and 'coming soon' listings (Compass, CoStar, Zillow).

  • subreddit — r/realestateinvestingmedium

    Investor sentiment on property data, iBuying models, and market trends (Opendoor, CoStar).

  • industry forum — Inman Connect Communityhigh

    Discussions on real estate technology, brokerage models, and market innovation (Compass, Zillow, CoStar).

  • industry forum — Mortgage Bankers Association (MBA) forumsmedium

    Trends in mortgage origination, servicing, and technology adoption (ICE, Rocket Companies).

  • industry forum — Commercial Real Estate Forumsmedium

    Commercial property market sentiment, data usage, and investment trends (CoStar, CBRE, JLL).

Industry Publications

  • Inman News (inman.com) — Comprehensive coverage of residential real estate technology, brokerage, and agent-centric models, directly relevant to Zillow, Compass, and CoStar's residential efforts.
  • HousingWire (housingwire.com) — Focuses on mortgage and housing finance, crucial for understanding the market dynamics impacting Rocket Companies, Opendoor, ICE, and Zillow's mortgage segments.
  • Commercial Property Executive (commercialsearch.com) — Provides deep insights into commercial real estate trends, data, and investment, directly relevant to CoStar, CBRE, and JLL.
  • The Real Deal (therealdeal.com) — Covers high-stakes real estate news, transactions, and industry players across residential and commercial sectors, offering broad theme relevance.
  • National Mortgage News (nationalmortgagenews.com) — Specialized coverage of the mortgage industry, including technology, regulation, and market shifts affecting ICE, Rocket Companies, and Zillow Home Loans.

Second Order Trends

A significant second-order trend is the **proliferation of AI-powered 'super apps' and integrated ecosystems** across both residential and commercial real estate. Companies like Zillow and Rocket Companies are aiming to be a single digital hub for the entire housing journey, while CoStar and ICE are integrating vast datasets with AI for comprehensive market intelligence and workflow automation. This is leading to intensified competition to own the 'intent graph' and transaction funnel. Another emerging trend is the **strategic pivot towards critical infrastructure and data centers** as a major growth driver for commercial real estate services, fueled by the insatiable demand for AI compute power (CBRE, JLL). This creates new data streams and service opportunities. We are also seeing a **redefinition of monetization models in residential portals**, moving towards more agent-centric 'Your Listing, Your Lead' approaches and depth advertising (Homes.com Platinum, Zillow's preferred model), challenging traditional advertising models. Finally, **strategic partnerships and M&A continue to reshape the landscape**, with companies like Rocket Companies and Compass forming alliances to expand their reach and data assets, while larger players like ICE consolidate market infrastructure through acquisitions like MarketAxess, highlighting the increasing value of proprietary data stacks and integrated workflows.

Search Keywords Brand Product

  • ICE Mortgage Technology
  • Encompass
  • MSP Mortgage Servicing System
  • ICE Data Services
  • MarketAxess
  • ICE Compass
  • ICE Aurora
  • Compute Futures
  • CoStar Property
  • CoStar COMPS
  • CoStar Market Analytics
  • CoStar Debt Solutions
  • Apartments.com
  • LoopNet
  • Homes.com
  • Matterport
  • Zillow Premier Agent
  • Zillow Home Loans
  • Zillow Rentals
  • Follow Up Boss
  • AI Mode Zillow
  • Personalized Moving Hub
  • Zillow Showcase
  • Rocket Mortgage
  • Rocket Homes
  • Amrock
  • Redfin
  • Mr. Cooper
  • Compass Home Platform
  • Compass AI Assistant
  • Coming Soons listings
  • Private Exclusives
  • OriginPoint
  • Guaranteed Rate Affinity
  • Opendoor Home Loans
  • Cash Now More Later
  • Ops Hub Opendoor
  • Chloe AI assistant
  • PropTrack data
  • realestate.com.au
  • Rightmove Mortgages
  • ImmoScout24
  • Realtor.com
  • CBRE Capital Markets
  • CBRE Investment Management
  • Trammell Crow Company
  • Turner & Townsend
  • JLL Technologies

Search Keywords Policy Regulatory

  • MLS anti-competitive practices
  • seller opt-outs
  • NAR settlement
  • real estate commission lawsuits
  • mortgage licensing regulations
  • perpetual futures regulation
  • CFTC
  • SEC
  • U.S. Treasury clearing
  • data center NIMBYism

Search Keywords Event Phrases

  • MarketAxess acquisition
  • Compute Futures launch
  • Anywhere merger
  • Mr. Cooper deal
  • Zonda acquisition

Google Trend Product Category Intent

• home loans • mortgage rates • rentals near me • commercial property for sale • property management software • iBuying homes • AI real estate tools • data center services • title insurance • real estate analytics

Google Trend Consumer Intent

• buy a house • sell my home • rent an apartment • home valuation • mortgage calculator • first-time home buyer • housing market trends

Google Trend Macro Policy Terms

• interest rates housing • housing affordability • NAR commission lawsuit • mortgage regulations

Economic Data Watch

1. National Association of Realtors (NAR) — Existing Home Sales

Metric/field Existing Home Sales (Seasonally Adjusted Annual Rate)

Cadence monthly

Why it matters Directly measures transaction volume, a core driver of brokerage, title, and mortgage data revenue for theme members like Z, RKT, FAF, FNF, and COMP.

Signal to watch Accelerating growth is bullish; declining trends are bearish for transaction-driven businesses.

Confidence: high

2. Freddie Mac — Primary Mortgage Market Survey

Metric/field 30-Year Fixed-Rate Mortgage Average

Cadence weekly

Why it matters Directly impacts mortgage demand, affordability, and refinance activity, crucial for mortgage-related data owners such as ICE, RKT, FAF, and FNF.

Signal to watch Declining rates are bullish for transaction volume; rising rates are bearish.

Confidence: high

3. U.S. Bureau of Labor Statistics (BLS) — Consumer Price Index (CPI)

Metric/field CPI for Shelter (All Urban Consumers, Seasonally Adjusted)

Cadence monthly

Why it matters Reflects rental market inflation and housing costs, impacting rental platforms (Z, CSGP) and property management software (APPF).

Signal to watch Moderating growth or decline is bullish for affordability; accelerating growth is bearish.

Confidence: high

4. U.S. Census Bureau — New Residential Construction

Metric/field Housing Starts (Seasonally Adjusted Annual Rate)

Cadence monthly

Why it matters Indicates future housing supply and construction activity, relevant for listing platforms (Z, NWSA, CSGP) and long-term market dynamics.

Signal to watch Increasing starts are bullish for future inventory; declining starts are bearish.

Confidence: medium

5. Green Street Advisors — Commercial Property Price Index (CPPI)

Metric/field Green Street CPPI (All Property Types, National)

Cadence monthly

Why it matters Tracks commercial real estate valuations, impacting commercial data providers and service firms such as CSGP, CBRE, and JLL.

Signal to watch Increasing index values are bullish; declining values are bearish.

Confidence: high

Free Alt Data Watch

1. Google Trends — Web Search Interest

Metric/field Relative search volume for 'homes for sale' (United States)

Cadence weekly

Why it matters Indicates general consumer intent and demand for home buying, correlating with market activity for platforms like Zillow, Homes.com, and Realtor.com.

Signal to watch Sustained upward trend is bullish; downward trend is bearish.

Confidence: high

2. Mortgage Bankers Association (MBA) — Weekly Mortgage Applications Survey

Metric/field Purchase Index (Seasonally Adjusted)

Cadence weekly

Why it matters Provides an early, frequent indicator of new home purchase mortgage activity, relevant for ICE, RKT, FAF, and FNF.

Signal to watch Increasing index values are bullish for mortgage originations; declining values are bearish.

Confidence: high

3. Apartment List — National Rent Report

Metric/field National Median Rent Price (Year-over-Year Change)

Cadence monthly

Why it matters Tracks health and trends in the rental market, directly relevant for rental platforms (Z, CSGP) and property management software (APPF).

Signal to watch Positive growth is bullish; negative growth or significant deceleration is bearish.

Confidence: high

4. National Association of Realtors (NAR) — Realtor.com Housing Market Trends

Metric/field Median Listing Price (Year-over-Year Change)

Cadence monthly

Why it matters Reflects asking prices and seller sentiment in the residential market, impacting Zillow, Homes.com, and other listing platforms.

Signal to watch Positive growth is bullish; negative growth or significant deceleration is bearish.

Confidence: high

5. Reddit (e.g., r/realtors, r/mortgage) — Public Forum Discussions

Metric/field Sentiment analysis of keywords like 'market conditions,' 'buyer demand,' 'agent activity'

Cadence event_driven

Why it matters Provides qualitative, real-time insights into professional sentiment and ground-level market dynamics for brokerages (COMP) and mortgage providers (RKT).

Signal to watch Increasing positive sentiment or activity mentions is bullish; increasing negative sentiment or slowdown mentions is bearish.

Confidence: medium

Paid Alt Data Watch

1. Black Knight / CoreLogic — Mortgage Origination Data

Metric/field Total Loan Origination Volume (by loan purpose: purchase, refinance)

Cadence monthly

Why it matters Provides granular data on the mortgage market, crucial for understanding the pipeline for mortgage technology and servicing data owners like ICE, RKT, FAF, and FNF.

Signal to watch Increasing volume is bullish; declining volume is bearish.

Confidence: high

2. CoStar — Commercial Real Estate Analytics

Metric/field Commercial Property Sales Volume (by property type and market)

Cadence quarterly

Why it matters Direct measure of commercial real estate transaction activity, impacting CoStar's core business and commercial service providers (CBRE, JLL, CIGI, CWK).

Signal to watch Increasing volume is bullish; declining volume is bearish.

Confidence: high

3. Similarweb / Semrush — Website Traffic & Engagement

Metric/field Total Unique Visitors (Zillow.com, Homes.com, Realtor.com)

Cadence monthly

Why it matters Measures consumer engagement and market share for key online residential real estate platforms (Z, CSGP, NWSA).

Signal to watch Increasing unique visitors is bullish; declining visitors is bearish.

Confidence: high

4. Revelio Labs / Thinknum — Workforce Intelligence / Job Postings

Metric/field Real Estate Agent Headcount (for Compass, Zillow, Rocket, Anywhere brands)

Cadence monthly

Why it matters Tracks talent movement and growth/contraction in the residential brokerage sector, impacting data providers reliant on agent activity (COMP, Z, RKT).

Signal to watch Increasing headcount is bullish; declining headcount is bearish.

Confidence: medium

5. Green Street Advisors — Commercial Real Estate Market Data

Metric/field Office / Retail / Industrial Vacancy Rates (National and Key Markets)

Cadence quarterly

Why it matters Key indicator of supply/demand balance and health in commercial real estate, impacting leasing and property management data for CSGP, CBRE, and JLL.

Signal to watch Declining vacancy rates are bullish; increasing rates are bearish.

Confidence: high

Upcoming Catalysts19 rows
Catalyst IDEstimated TimingEstimated Date StartEstimated Date EndCatalystWhy It MattersTicker Or Theme SpecificTranscript DateSource TypeCatalyst Source
CSGP_f6ecfc62Q32026-07-012026-09-30Launch of the CoStar platform in Australia.This expansion into Australia opens a new market for CoStar's core commercial real estate data and analytics services, contributing to global revenue diversification.Ticker2026-04-28earnings_transcriptCSGP (ticker)
CSGP_269c08d7second half of '262026-07-012026-12-31Launch of CRE debt benchmarking product by CoStar Debt Solutions.This will enhance the product offering for financial institutions, potentially driving increased adoption and revenue for the Debt Solutions segment.Ticker2026-04-28earnings_transcriptCSGP (ticker)
Z_5014aca7Later this summer2026-08-152026-09-22Zillow Preview listings to be syndicated to realtor.com.This expands pre-market exposure for sellers and agents to the second most visited real estate platform, enhancing the value proposition of Zillow Preview and driving adoption.Ticker2026-08-05earnings_transcriptZ (ticker)
ICE_5d6eec8elater this quarter2026-08-012026-09-30Launch of new economic indicator futures (Central Bank rate decisions, U.S. natural gas storage) and GPU compute futures developed with Orin and NativeX.These new product launches expand ICE's derivatives offerings into innovative and high-growth areas like AI-driven compute, attracting new market participants and providing novel hedging tools, which could boost trading volumes and market share.Ticker2026-07-30earnings_transcriptICE (ticker)
RKT_7160d696continued into the first quarter2026-09-112026-09-15Sustained low mortgage rates (e.g., 5-handle) leading to continued high refinance activity, particularly from the large cohort of homeowners with rates above 6%.Favorable interest rates directly drive refinance volumes, which are a key revenue driver for Rocket, especially given its large servicing portfolio and high recapture rate.Theme2026-02-26earnings_transcriptRKT (ticker)
RKT_69a33c48ongoing2026-09-142026-09-16Continued and expanded realization of AI-driven operating leverage across Rocket's operations, leading to further improvements in capacity, conversion rates, and cost efficiency.Increased operating leverage will enhance Rocket's profitability and ability to scale, reducing cost to originate and improving margins, which is crucial for long-term valuation.Ticker2026-02-26earnings_transcriptRKT (ticker)
COMP_e78715edby the end of the year2026-10-012026-12-31More than 90% of Multiple Listing Services (MLSs) are expected to have rules that allow sellers to market both private exclusives and 'Coming Soons'.This broader industry trend supports Compass's 3-phase marketing strategy by increasing seller choice and agent flexibility, enhancing competition in the residential real estate market.Theme2026-08-04earnings_transcriptCOMP (ticker)
CSGP_5a200462Q42026-10-012026-12-31Launch of the LoopNet platform in Australia.Expanding LoopNet globally extends its network effects, potentially driving more listings, traffic, and revenue in the Australian commercial real estate market.Ticker2026-04-28earnings_transcriptCSGP (ticker)
CSGP_bf9e21adby the end of 20262026-10-012026-12-31Finalization of the divestiture of noncore software assets in Australia.This will allow management to focus on core residential and commercial objectives in Australia and is expected to improve overall profitability.Ticker2026-07-28earnings_transcriptCSGP (ticker)
OPEN_f6695778by the end of this year2026-10-012026-12-31Opendoor achieving Adjusted Net Income (ANI) profitability on a 12-month go-forward basis.This is a major inflection point for the company, validating its turnaround strategy and demonstrating sustainable profitability, which is a key focus for investors. This achievement would confirm the company's trajectory towards Adjusted EBITDA profitability.Ticker2026-08-04earnings_transcriptOPEN (ticker)
OPEN_9ff931a0by the end of this year2026-10-012026-12-31Home Project Managers (HPMs) reaching a capacity of approximately 20 renovations per person per month.This represents a significant increase in operational efficiency due to AI automation, leading to lower variable operations costs and improved operating leverage.Ticker2026-08-04earnings_transcriptOPEN (ticker)
OPEN_bab12ccdby the end of this year2026-10-012026-12-31Opendoor Home Loans expanding its licensing to approximately 35-40 states.Expanding the reach of their integrated mortgage product is crucial for increasing attach rates, reducing friction in transactions, and improving overall unit economics. This supports the evolution to integrated 'Housing Super Apps' and multi-solution platforms.Ticker2026-08-04earnings_transcriptOPEN (ticker)
OPEN_6a0d1fceQ4 that is higher in contribution margin than Q32026-10-012026-12-31Opendoor achieving a higher contribution margin in Q4 2026 compared to Q3 2026.Reversing historical seasonal trends indicates fundamental improvements in operational efficiency and unit economics, signaling a more stable and predictable path to profitability. This demonstrates improved unit economics and resale velocity.Ticker2026-08-04earnings_transcriptOPEN (ticker)
Z_f472416bLater this year2026-10-012026-12-31Launch of instant floor plans, allowing photographers, sellers, and agents to capture a 3D floor plan right from their smartphone.This innovation reduces friction and cost for rich media, aiming to make 3D home tours a standard on listings, thereby enhancing buyer experience and engagement.Ticker2026-08-05earnings_transcriptZ (ticker)
COMP_16270729start getting it in January, and it will be released over the following 2 months as well, so in advance of the spring market.2027-01-012027-03-31Rollout of Compass's technology platform to franchise affiliate businesses.This expands the reach of Compass's technology, aiming to make franchise broker owners more profitable and grow their businesses, contributing to overall company performance. Bullish.Ticker2026-05-05earnings_transcriptCOMP (ticker)
CSGP_db6727b5Q1 of '272027-01-012027-03-31Launch of CRE loan origination workflow by CoStar Debt Solutions.This full workflow solution will further integrate CoStar into the commercial lending process, offering significant value to financial institutions and potentially boosting subscription revenue.Ticker2026-04-28earnings_transcriptCSGP (ticker)
Z_968413c8in Q1 20272027-01-012027-03-31Reversal of the seasonal decline in preferred revenue.This will turn a Q4 2026 headwind into a positive impact on year-over-year for-sale revenue growth in Q1 2027, improving reported financial performance.Ticker2026-08-05earnings_transcriptZ (ticker)
ICE_69f7c8aeearly '272027-01-012027-03-31Commencement of revenue recognition from the sale of Hall 6 capacity within ICE's MAWA data center.This event signals continued strong demand for ICE's global network and data center infrastructure, directly contributing to recurring revenue growth within the Fixed Income and Data Services segment.Ticker2026-07-30earnings_transcriptICE (ticker)
ICE_9c0f9775first half of 20272027-01-012027-06-30Completion of the acquisition of MarketAxess, subject to regulatory approvals and customary closing conditions.This transaction significantly expands ICE's presence in the global fixed income market, integrating institutional and retail liquidity pools and creating substantial cross-selling opportunities for data and analytics, driving future revenue growth.Ticker2026-07-30earnings_transcriptICE (ticker)

Constituents

  • COMPT14.0%
    Compass, Inc.
  • CoStar Group, Inc.
  • Opendoor Technologies Inc.
  • ZT2
    Zillow Group, Inc. Class C
  • CBRE Group, Inc.
  • ICET3
    Intercontinental Exchange, Inc.
  • RKTT3
    Rocket Companies, Inc.
  • NWSAT2
    · no notes yet
  • APPFT3
    · no notes yet
  • CIGIT3
    · no notes yet
  • CWKT3
    · no notes yet
  • FAFT3
    · no notes yet
  • FNFT3
    · no notes yet
  • G24.XETRAT3
    · no notes yet
  • HEM.STT3
    · no notes yet
  • JLLT3
    · no notes yet
  • REA.AUT3
    · no notes yet
  • RMV.LSET3
    · no notes yet