My goal is to build a data-driven tool that provides actionable insights into which neighborhoods and property types are in the highest demand, based on metrics like:Time on market: How quickly rentals are being leased.Property characteristics: Bedrooms, bathrooms, size, and amenities.Pricing trends: Rental rates relative to market demand and property features.Visual quality: Leveraging property photos to analyze the style and condition of rentals that perform well.The tool will allow users to:Pinpoint areas with the fastest rental turnovers.Understand what types of properties (size, price range, features) rent the quickest.Gain deeper insights into property presentation and amenities that correlate with high demand.Thank you in advance for your feedback.

You must find the best suit and drill one hole deeper and deeper and become the king of the hole.The reason is how any of these platforms work.

This has affected me on an emotional level far deeper than it has economically. 

Given the cash flow loss on the 7% property, I think I need to remove the emotion and make the right business decision for my portfolio holistically.

The most important thing is to know the details of your local program like the back of your hand, then look for loopholes.Just to give you and the other BP'ers a deeper handle on why some TDR programs work and some don't, I just uploaded an excellent study on the topic to my FilePlace at http://www.biggerpockets.com/files/user/ChrisNewma...

So really it’s a 3 day emotional build up to a sales pitch for 40k on the last day I imagine. 

@Tove Fox - Residential Real Estate InvestingPros:Lower Entry Costs: Easier to get started with less capital required.High Demand: People always need homes, making demand relatively stable.Easier Financing: Mortgages are generally easier to secure with favorable terms.Simplicity: Easier to understand and manage, especially for beginners.Flexibility: You can use it as a personal residence or rent it out.Cons:Tenant Turnover: More frequent turnover leads to vacancy and more management.Lower Cash Flow: Income potential can be modest compared to commercial properties.Emotional Buyers: Residential prices can be influenced by emotions, leading to price volatility.Maintenance Burden: Landlords often deal with repairs and maintenance, which can be time-consuming.Commercial Real Estate InvestingPros:Higher Income Potential: Stronger cash flow and higher returns are common.Long-Term Leases: Tenants often sign longer leases (3-10 years), reducing vacancy risk.Professional Tenants: Business tenants tend to take better care of the property.Valuation Based on Income: Prices are based on the income the property generates, not market emotions.Shared Costs: Tenants often cover property expenses like taxes, insurance, and maintenance (via triple-net leases).Cons:High Entry Costs: Requires more capital or partnerships to get started.Complex Management: More expertise is needed; you may need a professional property manager.Economic Sensitivity: Commercial properties are more sensitive to economic conditions.Challenging Financing: Securing financing can be harder, with stricter terms and higher interest rates.Zoning and Legalities: More complex regulations compared to residential properties.Key Differences:Risk: Residential tends to be lower risk, while commercial offers higher rewards but with greater risk.Management: Residential is easier for DIY investors, while commercial properties usually require a team.Scalability: Commercial properties are easier to scale, offering more potential for significant cash flow increases.

Your mention of using GRM as a first pass and then diving deeper into cap rates and IRR is exactly how I’ve seen some of the sharpest investors I know operate.I had a buddy in Chicago who bought a four-unit last year in Pilsen.

I as a lender as part of settlement had our servicer unwind some negative reporting.As a sidenote I saw a post online somewhere else where someone who had an owner occupied home for several years relocated for work and teh servicer sent a letter telling them they are not in compliance with their loan because it must be owner occupied for the entirety of the loan even though the loan docs say one year....Again, servicer overstepping their boundsI am going to dig deeper on undoing the credit damage.

And the truth is, if the investment property was completely passive and you had zero connection with it, such as an arbitrary stock in a mutual fund, then I would agree not to get emotionally attached to any one investment.