Structured data APIs vs proxies and raw scraping
Crawlora is built around documented endpoints for supported public platforms — search, marketplace, social, maps, finance — returning normalized JSON, with dedicated SERP/keyword APIs and prebuilt datasets. Geonode is primarily a proxy network with a generic, Firecrawl-style scraper that returns raw HTML or Markdown, so you parse and maintain the structure yourself.