It pulls and refreshes it's listing data daily!

If you have enough market data to support your income projections you should be good to go.Lenders don't like Airbnb's much though so maybe you can pitch it to them as a rental?

Many new investors think an overhaul is needed in kitchens and bathrooms and we haven't seen the need - based on data.

The issue is getting the data scraped that shows what each listing has, then combining those amenities into like amenities (e.g.

Additionally, I’m unclear on how their ARV analysis is conducted since most properties can be found on Redfin or Zillow — does it involve an in-person visit, or is it purely data-driven using comps and suggested repairs?

After posting a monthly market update for Milwaukee every month for the last 5 years and looking at the data every month and the dynamic that makes prices inch up month after month it is becoming more of a certainty to me than a possibility.Because the reasons don't change: we keep devaluating the paper dollar, we still have a chronic housing shortage and we are not building nearly enough to even keep up, let alone to catch up from the deficit we carry.

However, it also faces economic difficulties, high vacancy rates, and  slower property appreciation compared to booming markets.If you're an out-of-state investor without local contacts, examining census data can provide valuable insights into Youngstown, Ohio.

Instead of them performing a general assessment which is cheaper they chose to do an inspection which is more invasive and discovered that the porch needed to be scraped and repainted which was something that was never addressed in their general walkthrough and inspection of the home after the renovations and incurring more costs. 

Where did that data come from?  

These are great and very helpful.My background is in data analytics, and though not super handy, I obviously could do any manual leg work necessary.