apify

apify-lead-generation

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# Install this skill:
npx skills add apify/agent-skills --skill "apify-lead-generation"

Install specific skill from multi-skill repository

# Description

Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.

# SKILL.md


name: apify-lead-generation
description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.


Lead Generation

Scrape leads from multiple platforms using Apify Actors.

Prerequisites

(No need to check it upfront)

  • .env file with APIFY_TOKEN
  • Node.js 20.6+ (for native --env-file support)
  • mcpc CLI tool (for fetching Actor schemas)

Workflow

Copy this checklist and track progress:

Task Progress:
- [ ] Step 1: Determine lead source (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the lead finder script
- [ ] Step 5: Summarize results

Step 1: Determine Lead Source

Select the appropriate Actor based on user needs:

User Need Actor ID Best For
Local businesses compass/crawler-google-places Restaurants, gyms, shops
Contact enrichment vdrmota/contact-info-scraper Emails, phones from URLs
Instagram profiles apify/instagram-profile-scraper Influencer discovery
Instagram posts/comments apify/instagram-scraper Posts, comments, hashtags, places
Instagram search apify/instagram-search-scraper Places, users, hashtags discovery
TikTok videos/hashtags clockworks/tiktok-scraper Comprehensive TikTok data extraction
TikTok hashtags/profiles clockworks/free-tiktok-scraper Free TikTok data extractor
TikTok user search clockworks/tiktok-user-search-scraper Find users by keywords
TikTok profiles clockworks/tiktok-profile-scraper Creator outreach
TikTok followers/following clockworks/tiktok-followers-scraper Audience analysis, segmentation
Facebook pages apify/facebook-pages-scraper Business contacts
Facebook page contacts apify/facebook-page-contact-information Extract emails, phones, addresses
Facebook groups apify/facebook-groups-scraper Buying intent signals
Facebook events apify/facebook-events-scraper Event networking, partnerships
Google Search apify/google-search-scraper Broad lead discovery
YouTube channels streamers/youtube-scraper Creator partnerships
Google Maps emails poidata/google-maps-email-extractor Direct email extraction

Step 2: Fetch Actor Schema

Fetch the Actor's input schema and details dynamically using mcpc:

export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"

Replace ACTOR_ID with the selected Actor (e.g., compass/crawler-google-places).

This returns:
- Actor description and README
- Required and optional input parameters
- Output fields (if available)

Step 3: Ask User Preferences

Before running, ask:
1. Output format:
- Quick answer - Display top few results in chat (no file saved)
- CSV - Full export with all fields
- JSON - Full export in JSON format
2. Number of results: Based on character of use case

Step 4: Run the Script

Quick answer (display in chat, no file):

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT'

CSV:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.csv \
  --format csv

JSON:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.json \
  --format json

Step 5: Summarize Results

After completion, report:
- Number of leads found
- File location and name
- Key fields available
- Suggested next steps (filtering, enrichment)

Error Handling

APIFY_TOKEN not found - Ask user to create .env with APIFY_TOKEN=your_token
mcpc not found - Ask user to install npm install -g @apify/mcpc
Actor not found - Check Actor ID spelling
Run FAILED - Ask user to check Apify console link in error output
Timeout - Reduce input size or increase --timeout

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.