well, yeah. addresses change, or can share similarities with other addresses; maps change; and then all the problems related to scraping public data and maintai

well, yeah. addresses change, or can share similarities with other addresses; maps change; and then all the problems related to scraping public data and maintaining databases with the latest changes: stale data, incorrect data, matching fuzzy inputs to exact addresses, regional differences in spellings & geographical representation, and more. if you're doing this at scale, geocoded data needs to verified against multiple sources. even then, you'll probably still need a human in the loop to catch edge cases.