In just ONE HOUR we built the below product: Here it is if you want it: https://github.com/mikepans1013/MarketResearch @Shawn Dwyer @Dylan Stewart thanks for joining and participating One of the biggest mistakes investors make is underwriting the property but barely underwriting the market. So we built a simple market research dashboard to help evaluate new MHP markets faster. You enter a property address, and the tool starts pulling together market-level data around that location, including: • State, county, city/place, ZIP/ZCTA, and census tract data • Population • Median household income • Median home value • Renter percentage • Age demographics • Saved market reports so you can revisit old searches • Manual update button so you only refresh data when you want to A few important notes: The goal is not to replace your underwriting. The goal is to quickly answer: “Is this a market I should spend more time on?” Next up, we’ll be adding rent data, Section 8/FMR values, population growth trends, major employers, crime data, and eventually a map layer showing nearby Walmart/grocery access and employers. This is still early, but the direction is simple: Less guessing. Faster market screening. Better questions before going deep on a deal.

1. How to build out these agents and be organized & cost-effective. Token costs are a mf haha. 2. Then after it's actually building tools that give replicable outcomes. 3. Then finally to give these tools to my team to improve their workflow