Where Real Estate Gets Its Dirt

The Game of Chicken: MLS Style

The Industry Relations Podcast is now available on your favorite podcast player!

Overview
Greg previews his ICE keynote, “What If We’re Wrong?”, challenging core MLS assumptions around data ownership, cooperation, and control. The discussion quickly shifts to MRED’s push to limit public data visibility, sparking a broader debate on transparency, Zillow’s leverage, and whether MLSs still hold real power.

Rob argues the industry is already moving past NAR’s authority, while both highlight growing instability across MLSs, vendors, and business models. The episode ends on a bigger theme: rapid change, AI, and the need for organizations to adapt fast—or fall behind.

Key Takeaways
– MLS assumptions around data and control are being tested  
– MRED vs. Zillow signals a larger industry power struggle  
– NAR is shifting toward an advisory role, not enforcement  
– Larger MLSs are acting independently; smaller ones may still rely on NAR  
– Vendors and MLSs face increasing uncertainty and decision paralysis  
– AI is accelerating disruption across the industry  
– Success now depends on speed, flexibility, and willingness to adapt

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

Acquisitions, Alliances & the Aftershocks

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

Rob and Greg break down the major industry-shaking news of the week: Real Brokerage acquiring RE/MAX, and what that means for brokerage consolidation, valuation logic, and the future competitive landscape.

They then dive into the far bigger strategic battle unfolding between Compass, MLSs like MRED, and portals like Zillow. The discussion centers on private listings, MLS policy fragmentation, and whether the industry is heading toward a full-scale “team vs team” conflict over control of listing data.

The episode explores how MLS consolidation, broker strategy, and consumer expectations are colliding—and whether this moment forces the industry into a decisive power struggle.

Key Takeaways

  • Real Brokerage acquires RE/MAX
    A surprising buyer shakes up expectations around consolidation. The valuation gap raises questions about deal structure and long-term strategy.
  • Consolidation is accelerating
    The deal reinforces a broader trend: bundling, scale, and platform expansion are becoming central to survival.
  • Compass vs Zillow dynamic is escalating
    The industry is increasingly splitting into competing camps, with MLSs, brokerages, and platforms aligning strategically.
  • MRED move reframes MLS power
    Opening the door for national listing distribution and cross-MLS participation could shift how MLS boundaries function.
  • Agent behavior is the wild card
    Whether agents actually join additional MLSs (even if subsidized) will determine how impactful these strategies become.
  • Data control = power
    The core conflict is about who controls listing visibility—MLSs, brokerages, or portals—and how that affects consumers.
  • Potential “war” scenario
    If tensions escalate, outcomes could include rule changes, platform retaliation, or a forced industry reset that determines who ultimately sets the rules.

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

From Pixels to Property Intelligence with Dominik Pogorzelski

The Listing Bits Podcast is now available on your favorite podcast player!

Overview

Greg Robertson is joined by Dominik Pogorzelski from Restb.ai to discuss the evolution of AI in real estate—from early photo tagging to large-scale property intelligence. They cover how AI is now embedded in MLS workflows, powering listing input, compliance, and valuation, while also exploring the challenges of scale, accuracy, and the future of AI in the industry. 

Key Takeaways

  • Restb.ai has been AI-first from the start, building on early computer vision models before the current AI boom. 
  • Their tech automatically tags listing photos, generates captions, and flags compliance issues during listing input. 
  • AI is deeply integrated into MLS workflows, improving listing data quality and agent efficiency. 
  • Scale matters: they process ~1.5B real estate images per month, making speed, accuracy, and cost critical. 
  • Specialized computer vision models outperform general LLMs for image tasks at scale. 
  • Compliance is a key use case—detecting prohibited elements and AI-manipulated images in listings. 
  • New regulations around altered images are increasing the need for detection and transparency tools. 
  • Expansion areas include valuation, appraisal workflows, insurance, and broader property intelligence. 

Links

Sponsors

Aligned Showings — MLS-owned showing software built to simplify scheduling, improve communication, and keep MLS data where it belongs.

Giant Steps Job Board – Built for organized real estate and PropTech, not generic tech bros and recruiters who don’t know what an MLS is.

Production and editing services by:

Sunbound Studios

MLS Mega Merger and Boomers vs. First Time Home Buyers

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

Rob and Greg discuss a major MLS merger in South Florida, creating one of the largest MLSs in the country and what it signals for future consolidation. They debate whether this is the start of a larger wave of “mega mergers,” and what it could mean for markets like Texas and California. The conversation then shifts to a major housing trend: first-time homebuyers dropping to historic lows while boomers dominate the market. They explore whether affordability, interest rates, or generational shifts are driving the change—and what it could mean long-term for the housing industry.

Key Takeaways

  • Major MLS merger in Florida:Miami and Beaches MLS combine into a ~93,000-member entity, now the third largest in the U.S.
  • Consolidation trend:This could be the beginning of more “mega mergers” as MLSs look to scale and reduce fragmentation.
  • Operational challenges ahead:System consolidation, leadership transition, and cultural differences will shape how successful the merger is.
  • First-time buyers at record low:Only 21% of buyers are first-time homeowners—the lowest ever recorded.
  • Boomers dominating purchases:Boomers now make up 42% of buyers, largely driven by downsizing and relocation.
  • Debate: Are boomers competing with first-time buyers?Rob argues they may be targeting similar homes; Greg يرى them as different segments with different priorities.
  • Affordability crisis remains core issue:High prices, interest rates, and low inventory continue to block entry for new buyers.
  • Bigger-picture concern:Long-term affordability challenges could reshape housing demand—and even influence future political and economic policy.

Links

South Florida Just Became a Superpower
Baby Boomers Remain Largest Share of Home Buyers as First-Time Buying Falls to Record Low

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

IDX: The Original Sin?

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

Rob and Greg break down NAR’s latest settlement move, Zillow’s shift toward pre-marketing, and what it all means for the industry. The back half turns into a heated debate on new “public marketing” laws, the definition of marketing itself, and whether the MLS is a listing platform or a broker cooperative.

Key Takeaways

  • NAR’s new settlement strategy is more proactive—but may face legal pushback
  • Zillow’s “Preview” signals a major shift toward pre-marketing
  • Portal competition remains intense across Zillow, Homes.com, and others
  • New state laws are vague and raise more questions than answers
  • “What is marketing?” is becoming a core industry debate
  • The MLS identity crisis: platform vs. cooperative
  • Pre-marketing continues to reshape listing strategy
  • Consumer expectations could determine where this all goes

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

Brian Tepfer: How PropStream Turns Data Into Deals

The Listing Bits Podcast is now available on your favorite podcast player!

Overview

Greg Robertson interviews Brian Tepfer, CEO of PropStream, about his journey from tech support at Rapatoni to leading a major proptech data platform. The conversation explores how PropStream turns public record data into actionable real estate opportunities, the rise of investor-focused tools outside the MLS, and how shifting market conditions are changing agent behavior. They also discuss industry trends like wholesaling, MLS fragmentation risks, and new go-to-market strategies—including vendor partnerships and alternative revenue models. 

Key Takeaways

  • Brian transitioned from tech roles into leadership by focusing on business + people, not just coding. 
  • PropStream is a nationwide property data platform built primarily on public records, not MLS data. 
  • The platform helps users identify “signals” (distress, equity, liens, etc.) that indicate potential transactions. 
  • A significant portion of users are investors or aspiring real estate entrepreneurs—not traditional agents. 
  • Wholesaling offers a low-barrier entry into real estate compared to licensing. 
  • Market shifts (rates, lower transaction volume) are pushing agents to explore investing and alternative revenue streams. 
  • PropStream is expanding into a full workflow: search → identify → connect (via dialer, outreach tools). 
  • AI features are being introduced to provide actionable insights (e.g., evaluating deal potential). 
  • MLS partnerships are positioned as marketing + non-dues revenue opportunities. 
  • Concerns remain about MLS fragmentation and its impact on data access and market transparency. 
  • New vendor collaboration models may offer faster, more flexible go-to-market strategies. 

Links

Cooperation: It’s Hard To Tell the Poison From the Cure

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

Rob and Greg discuss Northwest MLS countersuing Compass and the broader implications for private listings, cooperation, and MLS rules. The conversation centers on whether MLSs should enforce listing transparency, how “coming soon” and private exclusives are being used, and whether current policies are conflating professional cooperation with public marketing. They also explore potential futures for IDX, syndication, and the role of MLSs in regulating broker behavior.

Key Takeaways

  • Lawsuit Focus – Northwest MLS is challenging Compass over private listing practices. 
  • Core Tension – Cooperation (agent access) vs. public marketing are being conflated. 
  • Private Listings – Debate over seller choice vs. market transparency. 
  • MLS Role – Split on whether MLS should enforce behavior or just enable cooperation. 
  • IDX Debate – Idea to remove IDX vs. risk of fragmenting listings. 
  • Fiduciary Risk – Future lawsuits may hinge on agent advice to sellers. 
  • Inconsistent Rules – “Coming soon” policies vary widely across MLSs. 
  • Fairness Concern – Private networks could limit access to listings.

Links

Nick Alfencamp’s Article – The Pre-Market Arms Race
“Only the right ones…” – Compass agent’s Instagram post
NWMLS Isn’t Just Playing Defense Anymore -Vendor Alley Post

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

Previews, Portals, and the Shift in Listing Control

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

Rob and Greg revisit the fallout from their conversation with Andy, focusing on the rapid shift toward “coming soon” and preview listings across major portals. Zillow’s move into previews—alongside Redfin and Homes.com—signals a broader industry change in how listings are marketed and distributed. The discussion centers on whether Zillow truly “changed,” what this means for MLS control, and how the definition of being “on the market” is evolving. The episode also explores whether the industry can move past moral arguments and accept these changes as business decisions. 

Key Takeaways

  • Zillow’s move into previews
    • Zillow entering “coming soon” listings is framed as solving a distribution problem rather than a full strategic reversal. 
    • Signals frustration with slow-moving MLS rules and lack of standardization.
  • Shift from moral debate to business reality
    • Industry discussion may move away from “consumer harm” arguments toward competitive strategy and market positioning. 
    • All players (Zillow, Redfin, Compass) are acting in their own business interests.
  • Fragmentation vs. consumer behavior
    • Concern about a “streaming wars” future where buyers check multiple platforms. 
    • In practice, buyers may already be using several apps simultaneously.
  • Branding matters
    • Zillow’s “Previews” is positioned as a clear, consumer-friendly product. 
    • Competing offerings are less clearly defined or branded.
  • MLS pressure and listing input risk
    • Portals accepting direct listing input (outside MLS) is a major long-term threat to MLS control. 
  • Changing definition of “on market”
    • Debate over whether “on market” means:
      • In the MLS
      • Under a listing agreement
      • Visible on portals like Zillow
    • Indicates a broader shift in how the industry conceptualizes market exposure.
  • Impact on brokerage strategies
    • Exclusive vs. non-exclusive distribution (e.g., Compass vs. eXp) may influence listing pitches. 
    • Market will determine whether sellers value broader distribution or platform-specific exposure.

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

From Fashion to PropTech: Lauren Martin on Housing and Community

The Listing Bits Podcast is now available on your favorite podcast player!

Overview

Greg Robertson is joined by Lauren Martin (RentSpree) for a wide-ranging conversation covering her unconventional path from fashion design to PropTech, the growing importance of rentals within the MLS ecosystem, and the evolution of her initiative, Renew (Real Estate Network of Empowered Women). The discussion highlights how rentals are becoming central to real estate workflows, how community-building is shaping the industry, and how Renew has scaled from a podcast idea into a multi-day retreat with strong industry engagement. 

Key Takeaways

  • Nonlinear career path into PropTech: Lauren transitioned from fashion to business and sales, eventually entering real estate through Remine and later joining RentSpree. 
  • Rentals are now essential for MLSs: Industry focus is shifting from purely home purchases to broader “housing,” with rentals playing a key role in agent-client lifecycle and long-term relationships. 
  • MLS as the “source of truth” for rentals: Standardizing rental data inside MLS systems is a major opportunity compared to fragmented platforms like Facebook, Craigslist, and Zillow. 
  • RentSpree product expansion: The new RentEdge suite adds tools to fill gaps between for-sale and rental workflows, keeping agents داخل the MLS ecosystem. 
  • Renew’s growth and impact: What started as a podcast has grown into a large community with thousands of members and events, including a 70-person retreat focused on leadership, confidence, and networking. 
  • Industry community matters: Conferences and organizations like Renew help professionals build meaningful relationships, which are key to career growth in real estate. 
  • Authenticity attracts community: Lauren emphasizes that being yourself leads to stronger, more meaningful professional and personal connections. 

Links

  • Rent the Runway (mentioned for conference attire)
  • Renew (Real Estate Network of Empowered Women) – upcoming events and information

Sponsors

Aligned Showings — MLS-owned showing software built to simplify scheduling, improve communication, and keep MLS data where it belongs.

Giant Steps Job Board – Built for organized real estate and PropTech, not generic tech bros and recruiters who don’t know what an MLS is.

Production and editing services by:

Sunbound Studios

Begun the pre-marketing wars have

The Industry Relations Podcast is now available on your favorite podcast player!

Overview

This episode features Andy Woolley (Homes.com) joining Rob and Greg to break down a wave of rapid industry changes driven by new agreements between Zillow, Compass, Redfin, and eXp. The conversation focuses on exclusive vs. non-exclusive listing deals, the rise of pre-marketing strategies, and the increasing fragmentation of listing distribution. Together, they examine how these shifts challenge the traditional role of the MLS as a broker cooperative, with ongoing debate about whether the industry is moving toward a more fragmented, lead-generation-driven ecosystem. 

Key Takeaways

  • New exclusive and non-exclusive listing agreements are accelerating fragmentation in listing distribution. 
  • Debate continues over whether these moves resemble competition or anti-competitive behavior. 
  • Pre-marketing (“coming soon”) listings are a key battleground for platforms seeking inventory outside IDX feeds. 
  • MLSs face pressure as the industry questions whether they are cooperatives or listing platforms. 
  • Much of the conflict is centered on control of lead generation rather than access to listings. 
  • Homes.com is pursuing brokerage feeds to capture pre-marketing listings, while Zillow is incentivizing participation through its Preview product. 
  • Agents use pre-marketing to control pricing strategy, days on market, and demand signals. 
  • Ongoing debate between “your listing, your lead” vs. referral-based models. 
  • Larger platforms and brokerages with data/control advantages are positioned to benefit most. 

Links

Connect with Rob and Greg

Rob’s Website 

Greg’s Website 

Watch us on YouTube

Our Sponsors:

Cotality 

Notorious VIP

The Giant Steps Job Board 

Production and Editing Services by Sunbound Studios

Sponsored By ICE