What makes Apify Lead Generation notable?

4.9K downloads. Trust evidence available

How should Apify Lead Generation be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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Apify Lead Generation

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: Apify Lead Generation Owner: apify Summary: 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. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-02-11T15:41:16.291Z | user - Switched from mcporter CLI to mcp

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

4.9k

Updated

Oct 9, 2026

Version

1.0.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 4.9K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 4.9K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.1release · observed Feb 11, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s174w1ppwv0s2ctmh48s73zb5n8714tj:apify-lead-generation

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/snapshot"

Documentation

CLAWHUB

16,358 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

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.
version: 1.0.1
source: https://github.com/apify/agent-skills
homepage: https://apify.com
metadata:
  openclaw:
    requires:
      env:
        - APIFY_TOKEN
      bins:
        - node
        - mcpc
    primaryEnv: APIFY_TOKEN
    install:
      - kind: node
        package: "@apify/mcpc"
        bins: [mcpc]
---

# Lead Generation

Scrape leads from multiple platforms using Apify Actors.

## Prerequisites

- `APIFY_TOKEN` configured in OpenClaw settings
- Node.js 20.6+
- `mcpc` CLI (auto-installed via skill metadata)

## Input Sanitization Rules

Before substituting any value into a bash command:
- **ACTOR_ID**: Must be either a technical name (`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 ``).
- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.
- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.
- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.

## 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-in

_meta.json

{
  "ownerId": "kn7dwbenp3s7m8hkx5za2fxb5n80xed2",
  "slug": "apify-lead-generation",
  "version": "1.0.1",
  "publishedAt": 1770824476291
}

skill-card.md

## Description:

Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search.

This skill is ready for commercial/non-commercial use.

## Publisher:

[apify](https://clawhub.ai/user/apify)

### License/Terms of Use:


## Use Case:

Sales, growth, and marketing users use this skill to choose and run Apify Actors that collect publicly available lead data for prospecting, enrichment, and outreach preparation.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill sends search criteria and actor inputs to Apify.

Mitigation: Avoid confidential inputs and install only when the user is comfortable sharing the query and actor input data with Apify.

Risk: The skill handles scraped public contact data for lead generation.

Mitigation: Review platform terms, privacy obligations, and outreach requirements before using or exporting lead data.

Risk: CSV or JSON exports may contain sensitive contact data or spreadsheet-interpretable content.

Mitigation: Treat exports as sensitive files, avoid shared workspaces for outputs, and use caution when opening CSV files in spreadsheets.

## Reference(s):

- [ClawHub skill listing](https://clawhub.ai/apify/skills/apify-lead-generation)
- [Apify](https://apify.com)
- [Apify Actor API](https://api.apify.com/v2/acts/:actorId)

## Skill Output:

**Output Type(s):** [text, markdown, code, shell commands, configuration, files]

**Output Format:** [Markdown guidance with shell commands and optional CSV or JSON lead exports]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires APIFY_TOKEN, node, and mcpc; exported CSV or JSON files are written under the current working directory when requested.]

## Skill Version(s):

1.0.1 (source: server release metadata and frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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