For a while I was running scrapers by hand, exporting, cleaning in sheets, then pasting into Claude to build lead lists. Felt like I was doing the automation's job for it. What I switched to: - Apify for platform data (Maps, directories, socials) - ScrapeGraph for pulling structured fields off a business's website - Perplexity for research and enrichment on each lead - All wired into Claude Code, so one prompt gets the data, cleans it and saves it ready for outreach Now Claude handles the list building end to end and I just check the output before it goes into Instantly. Hope this helps ✅