The ChatGPT Scraper Stack (No-Code, No BS)

Scraping used to mean coding, proxies, and sleepless nights debugging Python scripts. Not anymore. With a browser, ChatGPT, and a few free tools, you can extract high-quality leads and pitch them — no dev skills required.

Tool #1: Octoparse (Free Plan Works)

This no-code scraper lets you click through websites and extract listings, contact info, prices, you name it. For complex pages? Ask ChatGPT to write XPath or regex — Octoparse accepts both.

Tool #2: ChatGPT (As Your Personal Analyst)

• Need help finding patterns in messy HTML? Paste the source, ask for a plan.
• Don’t know how to clean emails from scraped blobs? GPT will regex it for you.
• Want follow-up email copy for local restaurants? GPT writes it. You send it.

Tool #3: Google Sheets (Still Underrated)

Use Sheets for deduping, tagging by niche, or staging your outreach list. Combine with GPT for bulk personalization suggestions. No CRM needed unless you're scaling like a maniac.

Bonus Tools That Play Nice

• Hunter.io: For email guessing/verification
• Mailtrack: Free Gmail tracking
• Gmass: Outreach inside Gmail (skip bloatware CRMs)

Wait — Where’s the API?

You don’t need one. APIs are great for scaling, but if you’re doing niche outreach, you want **context**, not volume. ChatGPT helps you extract that context faster than any robot army.

How to Build Your Stack in 30 Minutes

We’ve already done the heavy lifting. Our DIY lead gen kit includes ready-to-paste ChatGPT prompts, Octoparse scraping logic, email frameworks, and more.

👉 Preview the Dirty Leads Toolkit or Buy Now – No Subscriptions