This week’s Inman Tech Roundup covers an artificial intelligence-powered website relaunch, a fraud alert, a fresh look at what actually protects AI startups from getting cloned and a proptech hiring market that’s contracting fast.
Here’s what you need to know:
Statewide scale, 1 AI platform
Berkshire Hathaway HomeServices Florida Realty has relaunched its website and agent sites in partnership with RELIANCEai, betting that AI-driven automation can free up agent time for client relationships instead of admin work.
Rei Mesa
The brokerage, which spans 22 counties and roughly 1,100 agents across the Gulf Coast, East Coast and Central Florida, ranks among the top 15 firms in the Berkshire Hathaway HomeServices global network.
The new platform bundles MLS-driven property search, an SEO framework built for lead visibility, and integrated CRM and marketing tools, including RELIANCEai’s MediaBoosterAI for social advertising.
“The system is designed so that the technology intuitively supports the sales professional, versus the sales professional supporting the technology,” said Rei Mesa, president and CEO of Berkshire Hathaway HomeServices Florida Realty.
Sean McRae, CEO of RELIANCEai, framed the rollout as proof the platform can serve both first-time buyers and luxury coastal clients under one system.
The launch adds to a growing list of brokerages leaning on AI-powered platforms to standardize agent tech stacks at scale, rather than leaving website and CRM choices up to individual offices.
What this means for agents
For Berkshire Hathaway HomeServices Florida Realty agents, the news means one less system to manage. Leads, listings and marketing now live in a single company-run platform instead of a patchwork of tools agents assemble themselves.
The tradeoff is less control. As brokerages standardize tech stacks like this one, individual agents have fewer levers to differentiate their own websites and marketing from everyone else on the roster.
Deepfakes are supercharging seller impersonation fraud
Seller impersonation fraud attempts have more than doubled in two years, according to new research from the American Land Title Association, as criminals cast a wider net and lean harder on deepfake technology to pull off the scheme.
Elizabeth Blosser
ALTA’s 2026 Seller Impersonation Fraud study found 59 percent of title firms reported at least one attempt in the prior year, up from 28 percent in ALTA’s 2024 survey.
Attempts in the month before the survey jumped from 19 percent to 45 percent, and firms reporting three or more attempts increased from 4 percent to 23 percent.
The survey covered 245 title professionals across 40 states, D.C. and the U.S. Virgin Islands.
Vacant land remains the top target, but vacation homes, rental properties, farmland and primary residences all saw increased targeting compared to 2024. Spoofed contact information appeared in most schemes, while 58 percent flagged deepfake image or voice tech as a factor.
One in 4 firms that reported an attempt also reported a paid claim related to seller impersonation fraud, and half of firms disclosing claim costs put them above $100,000.
“In an environment where criminals are becoming more sophisticated, vigilance, expertise and layered defenses remain among the industry’s most effective tools,” said Elizabeth Blosser, ALTA’s chief strategy, communications and innovation officer.
What this means for agents
For real estate agents, the new data is a reminder that verifying seller identity isn’t just the title company’s job. A listing that starts with a spoofed owner or a rushed remote closing is exactly the setup fraudsters are exploiting more often.
Expect title partners to push harder on identity checks and direct seller contact before closing. This may mean more friction (and more questions for agents to help answer) earlier in transactions involving vacant land, vacation homes or absentee owners.
‘We use AI’ isn’t a moat anymore
Nearly every AI company now claims a technology edge, and that’s exactly the problem, according to new venture research from Mighty Capital founding partner SC Moatti.
SC Moatti
With 97 percent of tech products nominated for this year’s Products That Count Awards deeply integrated with AI, “we use AI” no longer differentiates.
Moatti’s team analyzed Crunchbase data on 576 venture-backed AI B2B companies that raised $50 million-plus since early 2025, mapping them against Hamilton Helmer’s 7 Powers framework.
Only two strategies held up against a well-funded competitor launching tomorrow with a better model: counter-positioning and network economies.
Each appears in just 5 percent of the dataset, but commands the highest valuation multiples — 5.3x and 4.2x per dollar raised, respectively.
By contrast, cornered resources like proprietary data show up in 44 percent of companies but carry the weakest multiple, 2.6x, as foundation models and synthetic data erode once-defensible datasets.
Switching costs, the most common power at 37 percent, require roughly 10 times the capital to build compared with network economies for a similar payoff.
What this means for agents
For real estate agents, Mighty Capital’s research is a useful lens when picking proptech vendors. A platform that’s “AI-powered” isn’t inherently better than the last one. Ask what stops a bigger player from cloning it overnight, because if the answer is nothing, that tool’s pricing and roadmap are likely to get squeezed.
It also explains why some brokerage tech stacks that lean on network effects (shared data, connected agent-to-agent tools) tend to get stickier and more valuable over time than ones selling a proprietary dataset or a slicker AI feature alone.
Proptech job postings fell nearly 59% in 3 months
Open proptech job postings dropped from 1,152 to 478 over roughly three months, according to new CRETI analysis of CareerHound and LinkedIn listings.
It’s a nearly 59 percent decline that accelerated rather than leveled off, falling 14 percent in July, then 33 percent in August, then 28 percent from three weeks ago.
The broader labor market has softened too. But CRETI’s data suggests proptech’s pullback is sharper than normal hiring cyclicality, pointing instead to companies prioritizing operating efficiency and revenue productivity over headcount growth.
The U.S. remains proptech’s largest employment market by a wide margin, with 370 open roles three months ago versus 271 in Europe, followed by Canada (35) and South America (26). Together, the U.S. and Europe accounted for more than 91 percent of geographically identified openings.
CRETI frames the shift as an operating-leverage story. AI, automation and outsourced services are increasingly substituting for headcount that used to signal startup momentum. Each new hire, the firm argues, now needs a clearer tie to revenue, retention or product output.
“Proptech is not necessarily becoming smaller. It is becoming leaner,” according to the report.
What this means for agents
A leaner proptech sector means fewer vendors chasing your business with new tools and bigger sales and support teams. Agents should expect consolidation among smaller platforms and less hand-holding from the ones that survive.
It’s also a signal to favor vendors whose growth is tied to actual customer retention and usage, not headcount or funding headlines. Those are the tools more likely to still be around — and improving — in two years.
