scrape-leads

Scrape and validate prospective client data with Apify, GPT models, and Google Sheets.

1|Updated Apr 7, 2026
One-click install
npx skills add https://github.com/jesuscottage/machote --skill scrape-leads
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scrape-leads
Source: https://github.com/jesuscottage/machote/tree/main/.claude/skills/scrape-leads
Command: npx skills add https://github.com/jesuscottage/machote --skill scrape-leads

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires apify-client, requests, gspread, dotenv, anthropic, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies the process of extracting high-quality leads by automating web scraping, validation, and organization.

Core Features & Use Cases

  • Targeted Lead Extraction: Scrapes leads from specified industries and regions with adjustable filters.
  • Quality Verification & Classification: Uses AI to verify lead relevance and categorize results.
  • Use Case: A sales team wants to rapidly generate a list of qualified contacts in a specific niche to scale outreach campaigns.

Quick Start

Use the scrape-leads skill to gather and organize leads for your targeted marketing campaign.

Frequently Asked Questions about scrape-leads

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate lead scraping and classification for a specific industry?

You can automate lead scraping and classification by using a Skill that combines Apify for web scraping and LLM models for AI classification. It automatically extracts, verifies, and categorizes prospective client data based on your targeted industry filters.

Can I export scraped lead data directly to Google Sheets?

Yes, you can export scraped lead data directly to Google Sheets. The Skill uses the Google Sheets API via the gspread dependency to automatically organize and store your verified contacts in the cloud for outreach.

What's the best way to verify lead relevance before a sales outreach campaign?

The best way to verify lead relevance is using AI classification with LLM models. The Skill evaluates scraped prospective client data to automatically validate lead quality and categorize results for your market research.

Does this lead generation workflow require an Apify account to function?

Yes, an Apify account is required. The Skill depends on the apify-client library to automate the web scraping of prospective client data from specified industries and regions.

What limitations exist when scraping leads with AI classification?

Limitations depend on your Apify scraping configuration and LLM API rate limits. The Skill relies on the anthropic dependency for AI classification, meaning processing scale and data verification speed are constrained by your API usage limits.

Related Skills