STR Investing, The Podcast
Unlock financial freedom through short-term rental investing with hosts Taylor Jones and Mark Lumpkin. Each week, they sit down with the biggest names in the STR industry to uncover what’s working right now — from acquisitions and design to operations, marketing, and scaling portfolios.
Taylor has helped acquire and manage over 500+ STRs, while Mark brings years of hands-on experience transforming properties into high-performing investments.
Together, they break down real strategies, real numbers, and real stories that help investors grow smarter and faster.
Whether you’re buying your first Airbnb or expanding a multi-market portfolio, this show is your roadmap to building wealth and freedom through short-term rentals.
Subscribe and start turning your STR goals into results.
STR Investing, The Podcast
How To Leverage AI To Find Profitable STR Markets
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Taylor Jones & Mark Lumpkin
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Episode 53
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Pedro returns to unpack Sunny AI, a purpose-built assistant trained on Summer OS’s proprietary data to help investors and operators spot patterns, compare markets, and forecast performance in seconds.
In this episode:
- Why AI fits STRs: fragmented data, shifting markets, and the need for predictive modeling
- What makes Sunny AI different: specialized (not generic) AI trained on Summer OS data to “think” like an operator and investor
- How it works: compare cities and submarkets, build comp sets, benchmark a specific home, and translate complex metrics into plain English
- Use cases for everyone: first-time buyers to 1,000-unit PMs (hours of analysis reduced to minutes)
- The future: AI for STRs becomes as standard as MLS or Zillow for real estate and GPS for driving
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Episode Sponsored By:
STR Search
STR Search is the industry leading property finder service. They've helped investors acquire over 265+ profitable STRs across the US. If you'd like the data professionals to help you find your next STR, reach out to STRsearch.com
