Without visually inspecting the sold comps via photos, you can segregate the renovated from distressed by chunking the $/sf of the resulting comps by quantile groupings.

A graph of growth or profitability gives a visual that some people may find easier to understand.

:(GP - LP alignment is like Big Foot and the Loch Ness Monstor.  

During the Phase I investigation, the environmental professionals will conduct a visual inspection of the site and research records from various public sources to identify any present or potential environmental contamination based on the history of the site and neighboring sites.

These visual records are essential for later analysis and comparison.

Many buyers can’t visualize the potential for an open space and a vacant house can seem cold/not homey.

So I was playing around the data and created a simple interactive map for housing market data visualization by counties across the US, like home prices distribution, mean days on market, listings number, etc. 

Something that has helped me is to step back from the numbers, look at the properties and try to visualize 10, 20, 30 years into the future. 

and high-quality visuals or short videos explaining your process.Target your audience by focusing on specific zip codes, homeowners aged 30-65, and interests related to real estate and home improvement.

Has anyone used AI services to upload a photo and visualize various design features?