Over priced, layout is awkward, junky neighbors, back on market/under contract multiple times, bad photos, bad timing(got buried from other listings, weather occurrence, etc). 

Hello Terry, If you're looking to find houses that are in pre-foreclousure you can use a website like www.foreclosure.com and you can get the list of properties and start marketing to them. 

Honestly new listings do get good exposure on Airbnb especially if you are doing the new listing 20% discount for guests.

I'm currently trying to build my list of interview questions that I would/could use when it comes to screening and finding the right Real Estate Agent.

The agent listing the home has only done one deal.

It's not like the MLS discriminates on listings because of who is listing it.

If you are going to focus on listings only list ones that are priced well to sell before spending your money.

Here’s how they approached it:1.Scraping Listings: They used web scraping tools like Beautiful Soup and GPT APIs to scan Airbnb for properties in their target areas.2.Image Analysis: They trained an AI model to analyse listing photos, identifying homes with solid potential (good structure, layout, location) that were undervalued due to low-quality photos.

It is fine as long as you disclose in the listings that there will be other guests on the property.  

Set up a basic system to manage your listing, update it monthly, and always ask guests for feedback—and don’t forget to casually ask for that 5-star review!