Ghost Closer Web Scraper
/install ghost-closer-web-scraper
Ghost Closer Web Scraper
Purpose
Automates the research phase of the Ghost Closer workflow. Given a business name and location, this skill scrapes Google Maps, Facebook, and Instagram to build a complete business intelligence profile in structured JSON.
Requirements
- Python 3.10+
- Playwright (
pip install playwright) - Chrome running with remote debugging on port 9222
.envfile at/Users/edwin/.openclaw/workspace/dreams-arts/.env
Usage
From Command Line
python scraper.py "Business Name" "City, State"
From Python
from scraper import GhostCloserScraper
scraper = GhostCloserScraper()
result = await scraper.run("La Taza Coffee", "Caguas, PR")
print(result)
Output Format
{
"business_name": "La Taza Coffee",
"location_query": "Caguas, PR",
"google_maps": {
"name": "La Taza Coffee Shop",
"rating": 4.7,
"review_count": 312,
"address": "123 Calle Comercio, Caguas, PR 00725",
"phone": "+1-787-555-1234",
"website": "https://latazacoffee.com",
"hours": {"Mon": "7AM-9PM", "Tue": "7AM-9PM"},
"categories": ["Coffee shop", "Cafe"],
"photo_urls": ["https://..."]
},
"facebook": {
"page_url": "https://facebook.com/latazacoffee",
"followers": 2450,
"likes": 2300,
"logo_url": "https://...",
"recent_posts": [
{"text": "New seasonal blend!", "date": "2026-04-05", "likes": 45}
]
},
"instagram": {
"handle": "@latazacoffee",
"profile_url": "https://instagram.com/latazacoffee"
},
"services_or_menu": ["Espresso $3.50", "Latte $4.75"],
"scraped_at": "2026-04-09T14:30:00Z"
}
How Claude Should Use This Skill
- Identify the business: Extract the business name and location from the user's request.
- Run the scraper: Execute
python scraper.py "Business Name" "City, State"via Bash. - Parse the JSON output: The script prints valid JSON to stdout.
- Use the data: Feed into Ghost Closer page builder, lead generation, or competitive analysis.
Error Handling
- If Google Maps returns no results, the
google_mapsfield will benull. - If Facebook page is not found,
facebookwill benull. - Network errors are retried up to 3 times with exponential backoff.
- All errors are logged to stderr; stdout always contains valid JSON.
Notes
- Connects to existing Chrome on port 9222 (never launches a new browser).
- Respects rate limits with built-in delays between requests.
- Photos are returned as URLs only (not downloaded).
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ghost-closer-web-scraper - After installation, invoke the skill by name or use
/ghost-closer-web-scraper - Provide required inputs per the skill's parameter spec and get structured output
What is Ghost Closer Web Scraper?
Scrape complete business intelligence from Google Maps, Facebook, and Instagram for any local business. Returns structured JSON with ratings, contact info, s... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.
How do I install Ghost Closer Web Scraper?
Run "/install ghost-closer-web-scraper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ghost Closer Web Scraper free?
Yes, Ghost Closer Web Scraper is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ghost Closer Web Scraper support?
Ghost Closer Web Scraper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ghost Closer Web Scraper?
It is built and maintained by DreamsArts (@dreamsarts); the current version is v1.0.0.