Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Data Analysis
B2B Lead Generation & Contact Extractor
Extract and structure publicly available B2B contact data from professional directories and listings for targeted sales prospecting and CRM enrichment.
skill openclawclawhub Free
Extract and structure publicly available B2B contact data from professional directories and listings for targeted sales prospecting and CRM enrichment.
⬇ 0 downloads ★ 0 stars Unverified but indexed
Install for OpenClaw
Known item issue.
This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.
Quick setup
- Open the source page and confirm the package flow manually.
- Review SKILL.md if you can obtain the files.
- Treat this source as manual setup until the download is verified.
Package facts
- Download mode
- Manual review
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md
Validation
- Open the source listing and confirm there is a real package or setup artifact available.
- Review SKILL.md before asking your agent to continue.
- Treat this source as manual setup until the upstream download flow is fixed.
Install with your agent
Agent handoff
Use the source page and any available docs to guide the install because the item currently does not return a direct package file.
- Open the source page via Open source listing.
- If you can obtain the package, extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the source page and extracted files.
New install
I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required.
Upgrade existing
I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- g4dr
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Overview
This skill enables Claude to collect and structure publicly available business contact data from professional directories, company pages, and business listings — for sales prospecting, market research, and CRM enrichment. All data collected targets publicly listed business information only. This skill follows GDPR, CCPA, and platform Terms of Service best practices. 🔗 Sign up for Apify here: https://www.apify.com/?fpr=dx06p
What This Skill Does
Extract business profiles and company contacts from LinkedIn public pages Scrape business listings from Yellow Pages, Yelp, and local directories Collect professional contact details from industry-specific directories Structure leads into clean, CRM-ready JSON or CSV format Filter and segment leads by industry, location, company size, or job title
Legal & Ethical Framework
This skill is designed for legitimate B2B use cases only: Only targets publicly listed business information (no private profiles) Collects data that individuals and businesses have voluntarily made public Intended for commercial prospecting, not personal data harvesting Users are responsible for compliance with local regulations (GDPR, CCPA, CAN-SPAM) Always include an opt-out mechanism when contacting extracted leads Never store sensitive personal data beyond what is needed for the business purpose
Step 1 — Get Your Apify API Token
Go to https://www.apify.com/?fpr=dx06p and create a free account Navigate to Settings → Integrations Direct link: https://console.apify.com/account/integrations Copy your Personal API Token: apify_api_xxxxxxxxxxxxxxxx Set it as an environment variable: export APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxx Free tier includes $5/month of compute — sufficient for targeted prospecting campaigns.
Step 2 — Install the Apify Client
npm install apify-client
LinkedIn (Public Company & Profile Pages)
Actor IDPurposeapify/linkedin-companies-scraperExtract company info, size, industry, websiteapify/linkedin-profile-scraperScrape public professional profilesapify/linkedin-jobs-scraperFind companies actively hiring (signals buying intent) Note: Only public LinkedIn pages are accessible. Login-gated data is not targeted.
Yellow Pages & Local Directories
Actor IDPurposeapify/yellowpages-scraperBusiness name, phone, address, categoryapify/yelp-scraperLocal business listings with ratings and contactsapify/google-maps-scraperBusiness listings with phone, website, hours
Professional & Industry Directories
Actor IDPurposeapify/website-content-crawlerCrawl any public professional directoryapify/cheerio-scraperFast extraction from HTML-based listing sites
Extract Company Contacts from LinkedIn
import ApifyClient from 'apify-client'; const client = new ApifyClient({ token: process.env.APIFY_TOKEN }); const run = await client.actor("apify/linkedin-companies-scraper").call({ startUrls: [ { url: "https://www.linkedin.com/company/salesforce/" }, { url: "https://www.linkedin.com/company/hubspot/" } ], maxResults: 50 }); const { items } = await run.dataset().getData(); // Each item contains: // { name, website, industry, employeeCount, // headquarters, description, linkedinUrl }
Scrape Yellow Pages for Local Business Leads
const run = await client.actor("apify/yellowpages-scraper").call({ searchTerms: ["digital marketing agency"], locations: ["New York, NY", "Los Angeles, CA", "Chicago, IL"], maxResultsPerPage: 30 }); const { items } = await run.dataset().getData(); // Each item contains: // { businessName, phone, address, city, state, // zip, website, category, email }
Extract Leads from Google Maps (Local Businesses)
const run = await client.actor("apify/google-maps-scraper").call({ searchStringsArray: ["accountants in Austin TX", "law firms in Miami FL"], maxCrawledPlacesPerSearch: 50, language: "en" }); const { items } = await run.dataset().getData(); // Each item contains: // { title, address, phone, website, rating, // reviewsCount, category, email, plusCode }
Multi-Source Lead Aggregation Pipeline
const [ypRun, gmRun] = await Promise.all([ client.actor("apify/yellowpages-scraper").call({ searchTerms: ["IT consulting"], locations: ["San Francisco, CA"], maxResultsPerPage: 25 }), client.actor("apify/google-maps-scraper").call({ searchStringsArray: ["IT consulting San Francisco CA"], maxCrawledPlacesPerSearch: 25 }) ]); const [ypData, gmData] = await Promise.all([ ypRun.dataset().getData(), gmRun.dataset().getData() ]); // Normalize and deduplicate by website domain const allLeads = [...ypData.items, ...gmData.items]; const uniqueLeads = allLeads.filter( (lead, index, self) => index === self.findIndex(l => l.website === lead.website) ); console.log(`${uniqueLeads.length} unique leads collected`);
Using the REST API Directly
const response = await fetch( "https://api.apify.com/v2/acts/apify~yellowpages-scraper/runs", { method: "POST", headers: { "Content-Type": "application/json", "Authorization": `Bearer ${process.env.APIFY_TOKEN}` }, body: JSON.stringify({ searchTerms: ["web design agency"], locations: ["Boston, MA"], maxResultsPerPage: 20 }) } ); const { data } = await response.json(); const runId = data.id; // Fetch results once run is complete const results = await fetch( `https://api.apify.com/v2/actor-runs/${runId}/dataset/items`, { headers: { Authorization: `Bearer ${process.env.APIFY_TOKEN}` } } ); const leads = await results.json();
Lead Enrichment Workflow
When asked to build a lead list, Claude will: Clarify the target industry, location, company size, and job title filters Select the most appropriate data sources (directories, maps, LinkedIn) Run the relevant Apify actors with the specified filters Deduplicate results by website domain or phone number Normalize all fields into a consistent schema Export a clean, CRM-ready JSON or CSV dataset
Normalized Lead Output Schema
{ "companyName": "Bright Digital Agency", "industry": "Marketing & Advertising", "website": "https://brightdigital.com", "phone": "+1 (415) 555-0192", "email": "hello@brightdigital.com", "address": "123 Market St, San Francisco, CA 94105", "employeeCount": "11-50", "source": "yellowpages", "extractedAt": "2025-02-25T10:00:00Z" }
Export to CSV (CRM-Ready)
import { writeFileSync } from 'fs'; function leadsToCSV(leads) { const headers = ["companyName","industry","website","phone","email","address","source"]; const rows = leads.map(l => headers.map(h => `"${(l[h] || "").replace(/"/g, '""')}"`).join(",") ); return [headers.join(","), ...rows].join("\n"); } writeFileSync("leads.csv", leadsToCSV(leads)); console.log("leads.csv ready to import into your CRM");
Best Practices
Target businesses, not individuals — focus on company emails and main phone numbers Set maxResultsPerPage to 25–100 to control costs and avoid rate limiting Always deduplicate by domain or phone before importing to your CRM Schedule recurring runs on Apify to keep your lead list fresh Validate emails before sending using a service like Hunter.io or NeverBounce Always honor opt-out requests and maintain a suppression list
Error Handling
try { const run = await client.actor("apify/google-maps-scraper").call(input); const dataset = await run.dataset().getData(); return dataset.items; } catch (error) { if (error.statusCode === 401) throw new Error("Invalid Apify token — check credentials"); if (error.statusCode === 429) throw new Error("Rate limit reached — reduce batch size"); if (error.statusCode === 404) throw new Error("Actor not found — verify actor ID"); throw error; }
Requirements
An Apify account → https://www.apify.com/?fpr=dx06p A valid Personal API Token from Settings → Integrations Node.js 18+ for apify-client A CRM or spreadsheet to receive the exported leads (HubSpot, Salesforce, Airtable, CSV)
Category context
Data access, storage, extraction, analysis, reporting, and insight generation.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md