Difference in results b/w Google Maps and a state owned/managed database
So, I ran my initial search for Automotive repair in order to build a list for automotive repair facilities as we have been getting hit up for that industry by PE a lot recently (and I needed to choose a target industry for the class). Part way through the initial exercise using Apify to scrape Google Maps, it occurred to me to go over and look at the Nevada DMV website as well. Claude agreed that this was a good resource and made some adjustments to the .md file to reflect the change going forward, but we continued building and enriching the list from Google Maps. As yet, I still need to use Hunter.io or some other product to get more emails, but the main goal was to learn the process. (SIDE NOTE: for my work, as a regionally focused generalist, Clay might be a worthwhile investment for my process). At the end, I decided to test the DMV website model to see what differences I would reveal. Well, in terms of pure numbers, it was pretty dramatic: Google Maps found 275 or so Google Maps records for businesses doing work in Auto Repair, while the DMV database search revealed 439 in the same three counties. Now, it's possible that some of the new records will be operations that operate in an unmarked industrial park because they are doing custom work ("Hot August Nights" is a thing in Reno, there are a boatload of classic cars and the restoration guys to support them here), and aren't good candidates, but the resulting numbers are so much higher, I have to believe that the Google Map search missed some good candidates too. Some caveats: 1. The search was done on NAICS 81111 and 811121. 811121 is Auto BODY repair, which isn't really what I'm looking for (for this search), but it was chosen by the Apify actor to begin with. So, to keep things apples for apples, I conducted the search the same way on the DMV site (it's easily separated in a spreadsheet and I have a start on an Auto body list now as well. 2. In our conversation on Wednesday(?) in the class, @Jed Morris asked me if Claude could actually read all ten pages that were displayed on the DMV website.