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 β