The US Bureau of Labor Statistics does have some data, but in reading the fine print I found that the data is based on a self-reporting survey and it’s a producer price index.

However, much of our document and data collection was handled by loan analyst Taylor Vassey.

I used CSV's to import data that I needed into RM.  

Just because the deal may not fit our criteria, there are many other syndicators that will.I finally decided to make that data available to other sponsors that easily makes up for the time/effort that goes into it.

I use quicken and enter all categorized data the beginning of each month.

At the moment, our data is only available for Philadelphia.

Try AI resources like Chatgpt and Gemeni, you will have to feed your data and assumptions and they will both do wonders.  

Finally the pro formas that they provide are absurdly basic and neglect at least 25% expenses, so are essentially useless. 

One thing I’ve always done is focus on the 75th percentile of the rent estimates, as my properties tend to fall into that range (very nice, but small with no amenities).While I think there will always be some manual research involved, the current platforms lack key functionality that could be easily implemented with the available market data and technology.1.Quality Metrics:•Filter comps to match the quality of your rentals.

Keep it concise and data-driven.