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Artwork for STR Data Lab™ by AirDNA
BusinessInvesting

STR Data Lab™ by AirDNA

Jamie Lane

Whether you're on your first property or your 100th, having the right market data is crucial to starting and scaling your short-term rental business. Join Travel Economist Jamie Lane as he provides trusted insights and delves deep into the numbers that drive this multi-billion dollar industry.

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  • 22 episodes
  • weekly
  • Avg 44 min
  • English

Episodes 22

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  • #175
    April 2 · 1 hr

    The Future of STR Tech: AI, OTAs, and the Rise of the Operating System

    What happens when AI, massive tech consolidation, and shifting guest behavior all collide at once? In this episode, Jamie sits down with industry veteran Richard Vaughton who’s seen every cycle of short-term rentals—from early spreadsheets to today’s AI-powered ecosystems. Together, they unpack a rapidly evolving landscape where yesterday’s tools are becoming obsolete, and tomorrow’s winners are being shaped right now. At the center of it all is a fundamental shift: the move from fragmented tech stacks to powerful, enterprise-level “operating systems” that could redefine how property managers run their businesses. Meanwhile, AI is no longer a buzzword—it’s quietly automating pricing, guest communication, and even operations, raising a critical question: what does a property manager actually do in the future? And then there’s the elephant in the room—OTAs. Despite years of pushback and the rise of direct booking strategies, platforms like Airbnb and Booking.com continue to gain ground. With AI entering the search and booking experience, will that dominance strengthen—or finally be disrupted? This conversation explores where the leverage is shifting, and what it means for anyone trying to stay competitive in STR. You don’t want to miss this episode. Key Takeaways: The “Operating System” Era Is Coming: The future of STR tech isn’t dozens of disconnected tools—it’s consolidated platforms that do everything, powered by deep integrations and AI. AI Will Compress Margins (and Headcount): From pricing to guest messaging, AI is rapidly replacing manual workflows—unlocking efficiency, but also increasing competition and driving prices down. Most Tech Startups Won’t Survive: With low barriers to building AI tools, the market is flooding with new solutions—but only a handful will scale. The rest risk being replaced or absorbed. Property Management Is Fragmenting: Full-service models aren’t the only path anymore. Expect more “menu-based” services—where operators pick and choose exactly what they outsource. OTAs Aren’t Going Anywhere (Yet): Despite the promise of AI-driven direct booking, OTAs still win on trust, convenience, and scale—and they’re investing heavily in AI to stay ahead. Sign up for AirDNA for FREE 👇 https://bit.ly/4j6s6qy ————— Connect with Jamie on social media LinkedIn: https://www.linkedin.com/in/jamiehlane/ Twitter: https://twitter.com/Jamie_Lane ————— Connect with Scott on social media LinkedIn: https://www.linkedin.com/in/sagescott ————— Connect with AirDNA on social media: Instagram: https://instagram.com/airdna.co LinkedIn: https://www.linkedin.com/company/airdna/ Twitter: https://twitter.com/airdna TikTok: https://www.tiktok.com/@airdna.co ————— Episode 175

  • #174
    March 28 · 47 min

    The Next Housing Cycle Is Here

    What happens when home prices stop rising—but the market still starts moving again? In this episode of The STR Data Lab, Jamie Lane sits down with Mike Simonsen, Chief Economist at Compass, to unpack the biggest housing market shift in years—and why it matters deeply for short-term rental investors. After four years of frozen transaction volume and relentless price growth, 2026 is shaping up to be the beginning of a new cycle. Mike breaks down why home prices are likely to remain flat while incomes gradually catch up—unlocking long-awaited improvements in affordability. But the real story isn’t just pricing—it’s movement. With mortgage lock-in slowly easing and hiring trends poised to play a critical role, we’re entering a phase where transactions begin to rise again, even without dramatic rate cuts. For STR operators, this shift has major implications. From regional price corrections in high-growth markets like Florida and Austin, to the slowdown in migration-driven demand, the conversation reveals where opportunities are emerging—and where caution is warranted. Whether you’re investing, managing, or simply watching the market, this episode gives you the data-driven lens to understand what’s happening right now—and what comes next. You don’t want to miss this episode! Key Takeaways Flat prices ≠ weak market Home prices are to stay roughly flat in 2026, but that stability—combined with rising incomes—marks the first real improvement in affordability in years. Sales are quietly rebounding Even modest growth (3–5%) in home sales signals a meaningful shift after years of suppressed transaction volume. The “lock-in effect” is fading—slowly More homeowners now hold mortgages above 6%, meaning fewer are stuck in ultra-low rates. Time—not just rate cuts—is unlocking supply. Migration slowdown is hitting STR demand A weak hiring market is driving the “Great Stay,” reducing relocation-driven bookings that once fueled STR growth in Sunbelt markets. Regional divergence = opportunity Markets like Austin and Florida are seeing price corrections due to oversupply and slowing inbound migration—potentially improving investment fundamentals for STR buyers. Watch rates and hiring—not just prices Weekly demand signals like pending sales and price cuts react quickly to mortgage rate spikes and labor market shifts—making them critical indicators for what’s next. Sign up for AirDNA for FREE 👇 https://bit.ly/4amypnC ————— Connect with Jamie on social media LinkedIn: https://www.linkedin.com/in/jamiehlane/ Twitter: https://twitter.com/Jamie_Lane ————— Connect with Scott on social media LinkedIn: https://www.linkedin.com/in/sagescott ————— Connect with AirDNA on social media: Instagram: https://instagram.com/airdna.co LinkedIn: https://www.linkedin.com/company/airdna/ Twitter: https://twitter.com/airdna TikTok: https://www.tiktok.com/@airdna.co ————— Episode 174

Showing 21–22 of 22 episodes