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apify-lead-generation

apify/agent-skills

Scrape B2B/B2C leads from Google Maps, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search.

What is apify-lead-generation?

Generates qualified leads by scraping multiple platforms using Apify Actors. Use when you need to find prospects, build lead lists, enrich contacts, or discover businesses for sales outreach.

  • Scrape local businesses from Google Maps and Google Search
  • Extract contact information (emails, phones, addresses) from websites and social profiles
  • Discover influencers and creators on Instagram, TikTok, and YouTube
  • Extract Facebook page details, group members, and event attendees
  • Enrich contact data with emails and phone numbers from URLs
  • Search and analyze user profiles, hashtags, and audience engagement across platforms

How to install apify-lead-generation

npx skills add https://github.com/apify/agent-skills --skill apify-lead-generation
Prerequisites
  • APIFY_TOKEN in .env file
  • Node.js 20.6 or higher
  • mcpc CLI tool installed via npm install -g @apify/mcpc
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How to use apify-lead-generation

  1. 1.Determine which platform and Actor best matches your lead source need using the provided Actor table
  2. 2.Fetch the Actor's input schema using mcpc to understand required parameters
  3. 3.Ask or specify your preferences: output format (quick answer, CSV, or JSON) and number of results needed
  4. 4.Run the appropriate script command with your Actor ID and JSON input parameters
  5. 5.Review the results summary including lead count, file location, and available fields

Use cases

Good for
  • Find local restaurants, gyms, or service providers in a specific area for B2B outreach
  • Discover Instagram influencers and TikTok creators matching brand criteria for partnership
  • Extract email addresses and contact details from competitor websites or business listings
  • Build audience lists from Facebook groups or YouTube channels for targeted campaigns
  • Scrape Google Search results to identify potential customers or industry prospects
Who it's for
  • Sales development representatives building prospect lists
  • Marketing teams identifying influencers and content creators
  • Business development managers seeking partnership opportunities
  • Lead generation specialists conducting outreach campaigns
  • Market researchers gathering competitive intelligence

apify-lead-generation FAQ

Which Actor should I use to find local businesses?

Use `compass/crawler-google-places` for local businesses like restaurants, gyms, and shops. For email extraction from Google Maps, use `poidata/google-maps-email-extractor`.

Can I export results as CSV or JSON?

Yes. Use the `--format csv` or `--format json` flag with the `--output` parameter to specify the filename and format.

What should I do if the Actor run fails?

Check the Apify console link in the error output for details. Common issues: verify Actor ID spelling, check that APIFY_TOKEN is valid, or reduce input size if timeout occurs.

Do I need to set up prerequisites before running?

You need APIFY_TOKEN in a .env file, Node.js 20.6+, and mcpc installed. These are checked when you run the skill, not upfront.

Can I get results displayed in chat without saving a file?

Yes. Use the 'Quick answer' option to display top results directly in chat without creating a file.

Full instructions (SKILL.md)

Source of truth, from apify/agent-skills.


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: npm install -g @apify/mcpc

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 NeedActor IDBest For
Local businessescompass/crawler-google-placesRestaurants, gyms, shops
Contact enrichmentvdrmota/contact-info-scraperEmails, phones from URLs
Instagram profilesapify/instagram-profile-scraperInfluencer discovery
Instagram posts/commentsapify/instagram-scraperPosts, comments, hashtags, places
Instagram searchapify/instagram-search-scraperPlaces, users, hashtags discovery
TikTok videos/hashtagsclockworks/tiktok-scraperComprehensive TikTok data extraction
TikTok hashtags/profilesclockworks/free-tiktok-scraperFree TikTok data extractor
TikTok user searchclockworks/tiktok-user-search-scraperFind users by keywords
TikTok profilesclockworks/tiktok-profile-scraperCreator outreach
TikTok followers/followingclockworks/tiktok-followers-scraperAudience analysis, segmentation
Facebook pagesapify/facebook-pages-scraperBusiness contacts
Facebook page contactsapify/facebook-page-contact-informationExtract emails, phones, addresses
Facebook groupsapify/facebook-groups-scraperBuying intent signals
Facebook eventsapify/facebook-events-scraperEvent networking, partnerships
Google Searchapify/google-search-scraperBroad lead discovery
YouTube channelsstreamers/youtube-scraperCreator partnerships
Google Maps emailspoidata/google-maps-email-extractorDirect 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