Real Estate Rookie: How to Find Real Estate Deals Faster Using Data 99% of People Ignore
Host/Author: BiggerPockets
Release Date: January 1, 2025
In this episode of Real Estate Rookie, hosts Ashley Kehr and Tony J. Robinson delve into the innovative strategies of leveraging data to uncover real estate deals that most investors overlook. Featuring guest Ariel Herrera, a data scientist turned real estate investor, the episode offers a treasure trove of insights for novice investors keen on harnessing technology to streamline their investment processes.
1. Welcome and Introduction (02:11 - 04:22)
After brief introductions and holiday greetings, the hosts warmly welcome Ariel Herrera to the show. Ariel is introduced as a data science professional by day and a real estate investor by night. The hosts express excitement about the valuable tips and tools Ariel will share, aiming to inspire listeners to accelerate their real estate ventures.
2. Ariel’s Epiphany and Journey into Real Estate (04:54 - 06:29)
Ariel recounts a pivotal moment that changed her career trajectory.
Ariel Herrera [04:54]:
"One day, as I was sitting on the bus around 6am, looking at the New York City skyline, I realized I did not want to do this for the rest of my life." (04:54)
Dissatisfied with her demanding W2 job and the lack of family time, Ariel explored ways to escape the rat race. After nine months of research, she was drawn to real estate due to its longstanding success and perceived manageability despite having fewer resources than some of the seasoned investors she studied.
3. Integrating Data Science with Real Estate Investing (06:38 - 12:51)
Ariel elaborates on her transition from business management to data science and how she merged this expertise with her real estate pursuits.
Ariel Herrera [06:38]:
"VBA, a coding language for Excel, can help automate tasks that you do every day... I was mind blown." (06:38)
Using programming languages like Python, Ariel began automating data collection and analysis, enabling her to evaluate properties more efficiently. This integration of technology allowed her to handle large datasets beyond the capacity of traditional spreadsheets, facilitating deeper market insights.
4. Utilizing AI Tools for Market Analysis (12:51 - 17:37)
The conversation shifts to practical applications of data science in real estate. Ariel emphasizes that new investors don’t need to be data experts thanks to tools like ChatGPT and Google’s Bard.
Tony J. Robinson [13:29]:
"How did you leverage your W2 experience of data science and taking that list of 19,000 down to a few select cities?" (13:29)
Ariel explains her method of narrowing down cities based on economic indicators such as job growth, population growth, and median household income, utilizing government data sources to aggregate and visualize this information effectively.
Ariel Herrera [14:15]:
"You don't need to learn how to code, you can just know how to use the right tools at the right time." (14:15)
She highlights the accessibility of modern AI tools that simplify data analysis, allowing investors to make informed decisions without deep technical knowledge.
5. Innovative Property Analysis Techniques (19:34 - 22:03)
Ariel shares a “ninja trick” she used to identify undervalued properties by comparing square footage to the number of bedrooms.
Ariel Herrera [19:35]:
"I looked for properties where the size was larger than the number of bedrooms to find potential for adding an extra bedroom." (19:35)
This approach led her to discover a mislisted duplex in Detroit, enabling her to secure a property at a significant discount. Tony commends this strategy as a simple yet effective method for identifying lucrative deals.
6. Automating Deal Analysis with Zapier (35:20 - 38:59)
Ariel discusses how she automated her deal analysis process using tools like Zapier, integrating Zillow notifications with data analysis to instantly assess the viability of new listings.
Ariel Herrera [35:20]:
"I paired my notifications that I got from Zillow with Zapier to automatically calculate cash flow and notify me if a property met my criteria." (35:20)
This automation allowed her to respond swiftly to market opportunities, significantly enhancing her investment efficiency. Tony and Ashley are impressed by the practicality and simplicity of this solution, encouraging listeners to adopt similar approaches.
7. Expanding the Portfolio: Out-of-State Investing (31:18 - 33:34)
Transitioning to out-of-state investments, Ariel shares her experience moving from New Jersey to Detroit, motivated by affordability and market potential.
Ariel Herrera [32:19]:
"I read David Green's book, 'Investing Out of State,' which served as my checklist and gave me confidence to invest in Detroit." (32:19)
She underscores the importance of thorough market research and building a reliable local team to ensure successful out-of-state investments. Ariel highlights the role of in-person visits and partnerships with local agents to mitigate risks and validate data-driven decisions.
8. Strategic Financing and Leveraging Assets (41:13 - 42:07)
Ariel explains her creative financing strategies, including leveraging a home equity line of credit (HELOC) from her Tampa property to fund an international investment in Playa del Carmen, Mexico.
Ariel Herrera [41:13]:
"I used a HELOC on my Tampa property to pay off the rest of the Mexico condo, effectively financing it through the appreciation of my assets." (41:13)
This approach illustrates the power of leveraging existing assets to fund new investments without incurring significant additional debt.
9. Managing International Properties and Short-Term Rentals (43:18 - 44:22)
Discussing her investment in Playa del Carmen, Ariel outlines her strategy for managing properties abroad, including partnering with local property management companies to handle maintenance and rentals.
Ariel Herrera [43:04]:
"Having a property management company handle operations was crucial for managing my short-term rental in Mexico." (43:18)
She emphasizes the importance of selecting reliable management partners to ensure smooth operation and maintain property standards, especially when investing internationally.
10. Rookie Advice and Actionable Steps (47:56 - 49:30)
In the Rookie Examination segment, Ariel offers actionable advice for novice investors:
- Be Data-Driven: Utilize free tools like Bard and ChatGPT to gather and analyze market data.
- Adopt Essential Tools: Ariel recommends Coffee Closers, her co-developed platform, for aggregating MLS data to identify optimal deals.
- Leverage Automation: Implement tools like Zapier and Browse AI to automate data collection and deal analysis processes.
Ariel Herrera [47:56]:
"The number one thing is to be data-driven. Start to narrow down what areas you may be interested to invest in using available resources." (47:56)
11. Future Aspirations (49:12 - 50:04)
Ariel shares her vision for the next five years, aiming to focus full-time on her real estate startup and achieve financial freedom to support underprivileged communities in learning programming skills.
Ariel Herrera [49:12]:
"Five years from now, I hope to be fully engaged with my real estate startup, helping others find deals and empowering communities through education." (49:12)
12. Conclusion and Final Thoughts (50:04)
Ashley and Tony thank Ariel for her invaluable insights and encourage listeners to explore the tools and strategies discussed. They highlight the importance of continuous learning and adopting technology to stay ahead in the competitive real estate market.
Tony J. Robinson [44:24]:
"These tools make it so much easier for the rookie investor to find their first deal. Thank you for sharing, Ariel." (44:24)
The hosts invite listeners to visit the show notes for additional resources and Ariel’s YouTube channel, ensuring that the episode’s lessons can be easily accessed and implemented.
Key Takeaways
- Data Integration: Combining data science with real estate investing can uncover hidden opportunities and streamline decision-making.
- AI Tools: Leveraging AI tools like ChatGPT, Bard, and Browse AI can significantly enhance market analysis and deal sourcing.
- Automation: Tools like Zapier automate repetitive tasks, allowing investors to focus on strategic decisions.
- Out-of-State Investing: With thorough research and reliable local teams, out-of-state investments can offer substantial returns.
- Creative Financing: Utilizing existing assets through HELOCs can fund new investments without significant debt.
- Continuous Learning: Staying updated with technological advancements and continuously educating oneself is crucial for success in real estate investing.
By integrating data science and leveraging modern AI tools, Ariel Herrera exemplifies how novice investors can efficiently navigate the real estate market to identify and secure profitable deals. This episode serves as a comprehensive guide for those looking to harness technology in building their real estate portfolios.