Answer:

Real estate scraping faces obstacles like changing page layouts, anti-bot protections, duplicate listings, and inconsistent data fields across websites. These issues can reduce accuracy and completeness. Automated extraction platforms like APISCRAPY address these challenges through adaptive parsers, deduplication logic, and normalization pipelines. This ensures reliable property datasets across sources.