An automated pipeline for extracting Twitter/X followers and following lists with optional email enrichment using specialized Apify actors.
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npx clawhub@latest install twitter-x-apify-actors
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This skill provides a high-reliability pipeline for gathering targeted audience data from Twitter/X. By leveraging specialized Apify actors, it streamlines the process of extracting usernames from profile links, scraping follower or following lists, and optionally enriching that data with contact emails.
It is a core component for marketers and developers building outreach automations using Openclaw Skills. The skill ensures data normalization, making the output ready for direct integration with CRM systems or automation platforms like n8n and Zapier, bypassing the manual effort usually required for social media lead collection.
To use this within your Openclaw Skills environment, you must have an active Apify account and API token. Set the token as an environment variable or provide it as a CLI argument.
# Recommended: Set environment variable
export APIFY_TOKEN='your_apify_api_token_here'
# Run the full pipeline with email enrichment
python3 scripts/apify_twitter_actors.py run-pipeline \
--target 'https://x.com/elonmusk' \
--collect-type followers \
--limit 100 \
--include-emails
The skill organizes extracted data into a structured JSON format suitable for databases or spreadsheets. The metadata includes:
| Field | Description |
|---|---|
| targetUsername | The source profile handle extracted from the link. |
| collectType | Indicates if the data represents followers, following, or both. |
| totalCollected | The total number of profile records retrieved. |
| emailsFound | The count of profiles successfully enriched with an email address. |
| rows | An array of objects containing username, name, email, sourceType, and collectedAt. |
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