Jack Miller's 5 industry shifts reshaping real estate teams: AI, consolidation, business models, consumer platforms & private listings.
Most conversations about where real estate is headed stay abstract. Jack Miller's tend not to.
At the Ylopo Success Summit, the CEO of T3 Sixty walked through five industry shifts that are actively reshaping how teams operate and compete.
What connected them was Miller's consistent framing: each had already started influencing which teams gain ground.
None were positioned as trends to watch later.
Miller has spent time in the same chair his audience occupies. He helped Keller Williams grow from around 9,000 to 60,000 agents, ran a boutique Austin brokerage, and now leads T3 Sixty, a consulting and research firm that studies brokers, teams, and technology companies across the industry.
The firm publishes an annual trends report, now in its 21st year, written for executives and team leaders. His partner has covered real estate for 40 years.
When Miller relayed his partner's assessment that this is the most dramatic period the industry has seen in that span, it came from four decades of observation, not conference framing.The consolidation story is bigger than the mergers
Between 2017 and 2025, the top three brokerages in the U.S. grew their share of total sales volume from 12% to 18%—a 50% increase. The top 100 went from 30% to nearly 45%.
Companies outside the top 1,000 saw volume fall by 31%.
Some of this reflects headline acquisitions. The Real Brokerage's purchase of Remax was announced the Monday after Tamir Pleg had sat onstage at T3 Sixty's leadership summit, where Miller had asked him point-blank whether the deal was happening.
Pleg's answer was a flat no. But much of the consolidation is driven by large teams producing more volume under major brand umbrellas.
The mergers get the coverage. The production shift is quieter and, by the numbers, larger.
For most team leaders, brokerage mergers don't affect daily operations. What does create real opportunity is the displacement that follows them.Managers become redundant. Agents who didn't choose the acquiring company's culture start looking around.
People who were too occupied to consider a move six months ago are in a different headspace now.
Miller's read on that window: it exists because disruption creates it, and it tends to close as things stabilize. Teams that are building or looking at other markets tend to find those conversations more accessible right now than they were before.
AI and the staff question
The consolidation trend is mostly structural and operates above the level where most practitioners are working day to day. The AI piece lands directly inside the operation.
Miller was deliberate about framing this for his audience. People in production have a stable position in a shifting landscape.
The displacement pressure hits support and administrative layers, and even there, his position wasn't about reduction.
It was about amplification: which people on an admin team, given access to the right tools, could handle work that simply wasn't possible before?
He pointed to call coaching as a concrete example. A team lead with 15 or more agents on the phone can't listen to and give feedback on every call.
Tools being built today can close that gap by grading calls automatically and identifying patterns in how agents handle specific moments in a conversation. That kind of feedback loop previously required a manager who did almost nothing else.
It can now run continuously alongside the team.
His guidance for operators centered on:
Automating the repetitive work first
Identifying what is already specific to how a team operates
Building AI around those workflows rather than defaulting to off-the-shelf solutions
Teams that encode their own practices into their systems build something harder to replicate.He also noted that timing matters: the practitioners engaging seriously with this now are in a similar position to early adopters when digital marketing and online listings first moved mainstream in the mid-2000s. That window produced advantages that took years to close.
Business models: What the data shows
All of that operational investment raises a practical question: does the brokerage model a team operates under affect how much of it can actually be captured?
Miller examined three dominant models across the top 100 companies:
The capped commission model
The transaction fee model
The traditional graduated split
His finding was that none of them are being displaced. Each holds a viable segment of the market, and the agents who thrive within each model tend to be specifically suited to how that structure works.
What the data showed was that teams and traditional models tend to produce higher income for agents working within them, partly because those structures provide more infrastructure and support.
The traditional model companies in the top 100 also transact at significantly higher price points—around $800,000 average against roughly $500,000 across the broader market.
A large portion of that gap comes from brand recognition pulling in higher-end listings.
The practical observation Miller offered was about what actually moves recruiting conversations. Teams competing on comp plan structure tend to be fighting on unfavorable ground.
What T3 Sixty sees across the firms it works with is that the more durable recruiting case is built around concrete outcomes:
What an agent's income looks like after a full year on the team
What they have access to that they couldn't build independently
What they no longer have to manage themselves
That case is harder to construct and harder to copy.
Consumer packaging at scale
Zillow, Rocket, Compass, and Redfin are each moving toward models where buyers or sellers who enter their ecosystem can complete a substantial portion of the transaction without leaving it. The integration strategies vary across those four, but the direction is consistent.
Zillow's home loan volume doubled over two years to $3 billion. Rocket, after acquiring Mr. Cooper, sent personalized postcards to the entire servicing portfolio within days of announcing the deal.
The operational scale these companies bring to consumer touchpoints is significant, and it's growing.
Teams and independents can't replicate that infrastructure directly. What some of the stronger-performing teams do is formalize what they're often already doing informally: building reliable referral relationships with local lenders and service providers, and creating consistent handoff processes that carry the client experience past the transaction close.
Miller noted that joint ventures and marketing service agreements are worth exploring as teams grow, with appropriate legal review and disclosure requirements in place.
Private listings: Still unsettled
The exclusive and off-market listing conversation has been running for years, but the scale of companies taking formal positions on it has made it more immediate for individual practitioners. There is no consistent industry standard.
Some markets have established pre-MLS marketing practices. Others don't.
The MLS organizations Miller's firm works with regularly are each handling it differently from one another.
His practical framing was about preparation.
Knowing your position before the seller asks is worth considerably more than having a good answer ready after being caught without one.Backing that position with available data — including research from Bright MLS and Zillow — makes the conversation more concrete. Some of that data supports full-market exposure from day one; other findings note specific circumstances where selective pre-marketing has served particular clients.
The details of those studies are worth knowing before the listing presentation begins.
Miller's outlook for the next 24 months:
Regional variation
Ongoing disputes
Continued evolution without a clean resolution
For most teams, the priority is internal clarity on their own approach rather than waiting for the industry to arrive at one.
Watch the full session
Jack Miller's presentation at the Ylopo Success Summit covers each of these areas in considerably more depth, including the data behind the consolidation charts and what T3 Sixty is currently hearing from large brokerages about how they're approaching AI initiatives internally.
▶️ Watch Jack Miller's Full Presentation at the Ylopo Success Summit
How Ylopo fits into this picture
The trends Miller outlined, particularly around AI-powered nurturing and the operational gap between large platforms and well-run independent teams, describe the specific problem Ylopo was built to address.
Ylopo's lead generation and dynamic remarketing technology keeps teams in front of buyers and sellers across platforms, and Ylopo AI works the database while the team focuses elsewhere.
For teams looking to close that gap, it's worth a closer look.
Aaron Franklin
Head of Growth
Aaron "Kiwi" Franklin is the Head of Growth at Ylopo and a serial technologist and entrepreneur who has over 25 years of experience creating digital solutions for major brands and pioneering companies where technology and real estate meet. His depth of expertise stems from leading development of the first website for Apple to founding a global community of over 1,000 elite athletes.