apify-ultimate-scraperUniversal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.
Install via ClawdBot CLI:
clawdbot install protoss70/apify-ultimate-scraperAI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.
APIFY_TOKEN configured in OpenClaw settingsmcpc CLI (auto-installed via skill metadata)Before substituting any value into a bash command:
owner/actor-name — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., oeiQgfg5fsmIJB7Cn). Reject values containing shell metacharacters (` ; | & $ ( ) { } < > ! \n ``).YYYY-MM-DD_descriptive-name.{csv,json}. No path separators (/, ..), no spaces, no metacharacters.Copy this checklist and track progress:
Task Progress:
- [ ] Step 1: Understand user goal and select Actor
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the scraper script
- [ ] Step 5: Summarize results and offer follow-upsFirst, understand what the user wants to achieve. Then select the best Actor from the options below.
| Actor ID | Best For |
|----------|----------|
| apify/instagram-profile-scraper | Profile data, follower counts, bio info |
| apify/instagram-post-scraper | Individual post details, engagement metrics |
| apify/instagram-comment-scraper | Comment extraction, sentiment analysis |
| apify/instagram-hashtag-scraper | Hashtag content, trending topics |
| apify/instagram-hashtag-stats | Hashtag performance metrics |
| apify/instagram-reel-scraper | Reels content and metrics |
| apify/instagram-search-scraper | Search users, places, hashtags |
| apify/instagram-tagged-scraper | Posts tagged with specific accounts |
| apify/instagram-followers-count-scraper | Follower count tracking |
| apify/instagram-scraper | Comprehensive Instagram data |
| apify/instagram-api-scraper | API-based Instagram access |
| apify/export-instagram-comments-posts | Bulk comment/post export |
| Actor ID | Best For |
|----------|----------|
| apify/facebook-pages-scraper | Page data, metrics, contact info |
| apify/facebook-page-contact-information | Emails, phones, addresses from pages |
| apify/facebook-posts-scraper | Post content and engagement |
| apify/facebook-comments-scraper | Comment extraction |
| apify/facebook-likes-scraper | Reaction analysis |
| apify/facebook-reviews-scraper | Page reviews |
| apify/facebook-groups-scraper | Group content and members |
| apify/facebook-events-scraper | Event data |
| apify/facebook-ads-scraper | Ad creative and targeting |
| apify/facebook-search-scraper | Search results |
| apify/facebook-reels-scraper | Reels content |
| apify/facebook-photos-scraper | Photo extraction |
| apify/facebook-marketplace-scraper | Marketplace listings |
| apify/facebook-followers-following-scraper | Follower/following lists |
| Actor ID | Best For |
|----------|----------|
| clockworks/tiktok-scraper | Comprehensive TikTok data |
| clockworks/free-tiktok-scraper | Free TikTok extraction |
| clockworks/tiktok-profile-scraper | Profile data |
| clockworks/tiktok-video-scraper | Video details and metrics |
| clockworks/tiktok-comments-scraper | Comment extraction |
| clockworks/tiktok-followers-scraper | Follower lists |
| clockworks/tiktok-user-search-scraper | Find users by keywords |
| clockworks/tiktok-hashtag-scraper | Hashtag content |
| clockworks/tiktok-sound-scraper | Trending sounds |
| clockworks/tiktok-ads-scraper | Ad content |
| clockworks/tiktok-discover-scraper | Discover page content |
| clockworks/tiktok-explore-scraper | Explore content |
| clockworks/tiktok-trends-scraper | Trending content |
| clockworks/tiktok-live-scraper | Live stream data |
| Actor ID | Best For |
|----------|----------|
| streamers/youtube-scraper | Video data and metrics |
| streamers/youtube-channel-scraper | Channel information |
| streamers/youtube-comments-scraper | Comment extraction |
| streamers/youtube-shorts-scraper | Shorts content |
| streamers/youtube-video-scraper-by-hashtag | Videos by hashtag |
| Actor ID | Best For |
|----------|----------|
| compass/crawler-google-places | Business listings, ratings, contact info |
| compass/google-maps-extractor | Detailed business data |
| compass/Google-Maps-Reviews-Scraper | Review extraction |
| poidata/google-maps-email-extractor | Email discovery from listings |
| Actor ID | Best For |
|----------|----------|
| apify/google-search-scraper | Google search results |
| apify/google-trends-scraper | Google Trends data |
| voyager/booking-scraper | Booking.com hotel data |
| voyager/booking-reviews-scraper | Booking.com reviews |
| maxcopell/tripadvisor-reviews | TripAdvisor reviews |
| vdrmota/contact-info-scraper | Contact enrichment from URLs |
| Use Case | Primary Actors |
|----------|---------------|
| Lead Generation | compass/crawler-google-places, poidata/google-maps-email-extractor, vdrmota/contact-info-scraper |
| Influencer Discovery | apify/instagram-profile-scraper, clockworks/tiktok-profile-scraper, streamers/youtube-channel-scraper |
| Brand Monitoring | apify/instagram-tagged-scraper, apify/instagram-hashtag-scraper, compass/Google-Maps-Reviews-Scraper |
| Competitor Analysis | apify/facebook-pages-scraper, apify/facebook-ads-scraper, apify/instagram-profile-scraper |
| Content Analytics | apify/instagram-post-scraper, clockworks/tiktok-scraper, streamers/youtube-scraper |
| Trend Research | apify/google-trends-scraper, clockworks/tiktok-trends-scraper, apify/instagram-hashtag-stats |
| Review Analysis | compass/Google-Maps-Reviews-Scraper, voyager/booking-reviews-scraper, maxcopell/tripadvisor-reviews |
| Audience Analysis | apify/instagram-followers-count-scraper, clockworks/tiktok-followers-scraper, apify/facebook-followers-following-scraper |
For complex tasks, chain multiple Actors:
| Workflow | Step 1 | Step 2 |
|----------|--------|--------|
| Lead enrichment | compass/crawler-google-places → | vdrmota/contact-info-scraper |
| Influencer vetting | apify/instagram-profile-scraper → | apify/instagram-comment-scraper |
| Competitor deep-dive | apify/facebook-pages-scraper → | apify/facebook-posts-scraper |
| Local business analysis | compass/crawler-google-places → | compass/Google-Maps-Reviews-Scraper |
If none of the Actors above match the user's request, search the Apify Store directly:
mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call search-actors keywords:="SEARCH_KEYWORDS" limit:=10 offset:=0 category:="" | jq -r '.content[0].text'Replace SEARCH_KEYWORDS with 1-3 simple terms (e.g., "LinkedIn profiles", "Amazon products", "Twitter").
Fetch the Actor's input schema and details dynamically using mcpc:
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:
Before running, ask:
Quick answer (display in chat, no file):
node {baseDir}/reference/scripts/run_actor.js \
--actor 'ACTOR_ID' \
--input 'JSON_INPUT'CSV:
node {baseDir}/reference/scripts/run_actor.js \
--actor 'ACTOR_ID' \
--input 'JSON_INPUT' \
--output 'YYYY-MM-DD_OUTPUT_FILE.csv' \
--format csvJSON:
node {baseDir}/reference/scripts/run_actor.js \
--actor 'ACTOR_ID' \
--input 'JSON_INPUT' \
--output 'YYYY-MM-DD_OUTPUT_FILE.json' \
--format jsonAfter completion, report:
| If User Got | Suggest Next |
|-------------|--------------|
| Business listings | Enrich with vdrmota/contact-info-scraper or get reviews |
| Influencer profiles | Analyze engagement with comment scrapers |
| Competitor pages | Deep-dive with post/ad scrapers |
| Trend data | Validate with platform-specific hashtag scrapers |
This skill instructs the agent to select an Apify Actor, fetch its schema (via mcpc), and run scrapers. The included script communicates only with api.apify.com and writes outputs to files under the current working directory; it does not access unrelated system files or other environment variables.
Apify Actors only scrape publicly available data and do not collect private or personally identifiable information beyond what is openly accessible on the target platforms. For additional security assurance, you can check an Actor's permission level by querying https://api.apify.com/v2/acts/:actorId — an Actor with LIMITED_PERMISSIONS operates in a restricted sandbox, while FULL_PERMISSIONS indicates broader system access. For full details, see Apify's General Terms and Conditions.
APIFY_TOKEN not found - Ask user to configure APIFY_TOKEN in OpenClaw settings
mcpc not found - Run 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
Generated Mar 1, 2026
Marketing agencies use Instagram and TikTok Actors to scrape profile data, follower counts, and engagement metrics for identifying potential influencers. This enables targeted outreach and campaign planning based on audience demographics and content performance.
E-commerce businesses leverage Google Maps and Booking.com Actors to extract business listings, reviews, and pricing data from competitors. This helps in benchmarking services, optimizing pricing strategies, and identifying market gaps.
Corporations utilize Facebook and YouTube Actors to scrape comments and posts for real-time brand mentions and sentiment tracking. This supports reputation management and customer feedback analysis across multiple platforms.
Sales teams employ Google Maps Actors to scrape contact information and reviews from local businesses for B2B outreach. This facilitates lead generation and market expansion by targeting high-potential prospects.
Media companies use Google Trends and TikTok Actors to analyze trending topics and hashtags for content ideation. This drives audience engagement by aligning with current interests and viral trends.
Companies offer subscription-based access to scraped data from platforms like Instagram or Google Maps, providing clients with regular updates for analytics. Revenue is generated through tiered pricing based on data volume and frequency.
Agencies develop tailored scraping workflows using multiple Actors to meet specific client needs, such as competitor analysis or market research. Revenue comes from project-based contracts and ongoing maintenance fees.
Businesses use scraped contact data from Google Maps or Facebook to sell verified leads to sales teams in industries like real estate or hospitality. Revenue is earned through per-lead pricing or bulk data packages.
💬 Integration Tip
Ensure APIFY_TOKEN is securely configured in environment variables and validate all input data against sanitization rules to prevent command injection risks.
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