The images below are the before and during photos.

Be kind on my image, it is from a video explaining the market on YouTube. 

You would then have the High-tier properties at the top, and as you scroll down, the as-is condition homes.The algo does not see quality (images/videos/home depot special vs custom builder), but it doesn't matter because over time, the high $/sf & Close Prices = renovated homes, and the low $/sf & Close Prices = as-is distressed homes for your entered housing product.

My wedding is on Saturday and the bachelor party is Thursday, so I will not be able to attend.

Was the last Wed of the month at Jonny's, but now they do a beer and food pairing that night, so we are in the process of getting a new date.

I posted an image of the letter along with 10 tips for writing one.

These are both paid services if you want the receipt scanning and some of the other quality-of-life features, but you could also use Stessa or Azibo for the bookkeeping portion in tandem with a document scanning solution on your phone like OneDrive, Google Drive, or even the iPhone photo gallery (With their latest software, iPhone photos app allows you to search for text in images, making it easy to find a specific receipt). 

It’s a little finicky and you’d have to test different ad copy and the creative (images/video/carousel) to find what works for your market, but FB is POWERFUL and under utilized in most areas.

I placed an ad and hired a 20's, newly wed couple, to be our onsite managers.

I will say Attom has upped its game in the last few years concerning ML and AI.... so who knows, they might actually have cleaner data now, and overall it might be cheaper to buy from them as a reseller.First American are quality people, and they are scrappy... they have a huuuge database of scanned doc images that they have run ML against for the juicy tidbits of data a county/city does not collect or load onto public-facing .gov sites.Most of the data you are looking for, like accurate monthly parcel/assessor/people ect data can be had just by googling your county name with 'open data GIS' in the search string.