Weedmaps Dispensary Products Scraper

Weedmaps Dispensary Products Scraper automates the extraction of detailed cannabis product information from Weedmaps dispensary pages, providing comprehensive product data for market research, price monitoring, and inventory analysis.

What is Weedmaps Dispensary Products Scraper?

Weedmaps Dispensary Products Scraper automates the collection of product data from Weedmaps dispensary menus, enabling you to:

• Monitor product catalogs: Extract comprehensive product information including prices, descriptions, THC levels, and customer ratings
• Track pricing trends: Monitor price changes across different dispensaries and product categories
• Analyze customer feedback: Collect ratings and review data to understand customer preferences
• Research market inventory: Analyze product availability, strain types, and weight options across dispensaries
• Automate competitor analysis: Compare product offerings, pricing strategies, and customer satisfaction metrics
• Support compliance monitoring: Track product information for regulatory and business intelligence purposes

What data does Weedmaps Dispensary Products Scraper extract?

Field	Description
🌐 URL	Direct link to the specific product page
🏷️ Title	Complete product name and collection information
💰 Price	Current product pricing
📝 Description	Detailed product description and highlights
🌿 THC Percentage	THC potency level
⭐ Rating	Average customer rating (0-5 scale)
📊 Total Ratings	Number of individual ratings
💬 Total Reviews	Number of written customer reviews
🧬 Strains	Associated strain types and genetics
⚖️ Weight	Available product sizes/weights

For maximum efficiency, Weedmaps Dispensary Products Scraper includes:

• Comprehensive pagination: Automatically navigates through all product pages
• Intelligent data extraction: Handles various product page layouts and missing information gracefully
• Flexible output: Export data in JSON, CSV, Excel, or other formats
• Usage tiers: Free plan with limited results, paid plans for unlimited processing

⬇️ Input

The input requires dispensary URLs from Weedmaps. The scraper will automatically discover and scrape all products from the specified dispensary pages.

Start URLs (Required)

Provide Weedmaps dispensary URLs in the startUrls array. The scraper will navigate to the menu/products section and extract all available products.

Input Format:

{
  "startUrls": [
    { "url": "https://weedmaps.com/dispensaries/dispensary-name" },
    { "url": "https://weedmaps.com/dispensaries/another-dispensary" }
  ],
  "requiredResults": 1000
}

Supported URL Formats

The scraper accepts various Weedmaps dispensary URL formats:

• ✅ https://weedmaps.com/dispensaries/dispensary-name - Main dispensary page
• ✅ https://weedmaps.com/dispensaries/dispensary-name/menu - Direct menu page
• ✅ Dispensary pages with various URL parameters and formats

Additional Parameters

Parameter	Type	Description	Default
requiredResults	Integer	Maximum number of products to scrape	10,000

Usage Limits

Plan	Products per Run	Features
Free	10 products	Demo functionality, all data fields
Paid	Unlimited	Bulk processing, concurrent analysis, priority support

⚠️ Free Plan: Limited to 10 products per run for demonstration purposes. Upgrade to a paid plan for unlimited product processing.

⬆️ Output

Results are stored in a dataset accessible via the Output or Storage tab. Data can be viewed as tables, JSON, or downloaded in various formats.

Sample Output

{
  "url": "https://weedmaps.com/dispensaries/savo-group-inc-dba-alto/menu/grassroots-moonbeam-gelato-14g-hybrid",
  "title": "Moonbeam Gelato Whole Flower - Dark Heart Collection",
  "price": "$120.00",
  "description": "Best of Weedmaps 2024 brand semifinalist",
  "thcPercentage": "24.95%",
  "rating": 5,
  "totalRating": 1,
  "totalReviews": 0,
  "strains": [
    "Big Buds",
    "Gelato"
  ],
  "weight": "1/2 oz"
}

Output Formats

Download the complete dataset in multiple formats:

• JSON - For programmatic processing and API integration
• CSV - For spreadsheet analysis and database imports
• Excel - For advanced data manipulation and reporting
• XML - For system integrations and data exchange

Table View

The table view organizes product data for easy analysis:

Title	Price	THC %	Rating	Strains	Weight
Moonbeam Gelato Whole Flower	$120.00	24.95%	5.0	Big Buds, Gelato	1/2 oz
Purple Punch Indica	$85.00	22.1%	4.5	Purple Punch	1/4 oz

🎯 Use Cases

Market Research & Analysis

• Competitive pricing: Monitor competitor pricing across different dispensaries
• Product trends: Analyze popular strains, potency levels, and product categories
• Market penetration: Track product availability across different locations
• Brand analysis: Compare product offerings from different brands

Business Intelligence

• Inventory monitoring: Track product availability and stock levels
• Price optimization: Analyze pricing strategies and market positioning
• Customer preferences: Understand consumer preferences through ratings and reviews
• Compliance tracking: Monitor product information for regulatory requirements

Data-Driven Decisions

• Product sourcing: Identify popular products and reliable suppliers
• Menu optimization: Optimize product selection based on market data
• Marketing insights: Target popular strains and high-rated products
• Investment analysis: Analyze market trends for business investment decisions

🔧 Integration & Automation

API Integration

Integrate product monitoring into your workflows using the Apify API:

// Example API call
const client = new ApifyClient({ token: 'YOUR_TOKEN' });
const run = await client.actor('your-actor-id').call({
  startUrls: [
    { url: 'https://weedmaps.com/dispensaries/your-dispensary' }
  ],
  requiredResults: 500
});

Automated Monitoring

Set up scheduled runs for continuous market monitoring:

• Daily price tracking - Monitor pricing changes across dispensaries
• Weekly inventory updates - Track product availability and new additions
• Monthly market reports - Generate comprehensive market analysis reports

Third-party Integrations

Connect with popular tools via Zapier, Make, or direct API:

• Google Sheets - Automatic spreadsheet updates with latest product data
• Airtable - Store and organize product information in structured bases
• Slack - Team notifications for price changes or new products
• Power BI / Tableau - Create comprehensive market analysis dashboards

⚡ Performance & Reliability

Processing Speed

• Concurrent processing: Multiple products processed simultaneously
• Smart pagination: Efficient navigation through large product catalogs
• Optimized selectors: Fast and reliable data extraction methods

Anti-Detection Features

• Residential proxies: Rotating IP addresses for reliable access
• Human-like browsing: Natural timing and interaction patterns

Data Quality

• Robust selectors: Multiple fallback strategies for reliable data extraction
• Data validation: Automatic validation and cleaning of extracted information
• Error handling: Graceful handling of missing data and page variations

🚀 Getting Started

1. Add dispensary URLs: Input the Weedmaps dispensary pages you want to scrape
2. Set limits: Configure the maximum number of products to extract
3. Run the scraper: Click "Start" to begin processing
4. Monitor progress: Watch real-time extraction updates
5. Export results: Download data in your preferred format

Quick Start Example

{
  "startUrls": [
    { "url": "https://weedmaps.com/dispensaries/local-dispensary" },
    { "url": "https://weedmaps.com/dispensaries/competitor-shop" }
  ],
  "requiredResults": 100
}

📊 Technical Features

Browser Technology

• Playwright framework - Modern web automation for reliable data extraction
• Headless operation - Efficient server-side processing

Data Processing

• Intelligent parsing - Handles various product page layouts
• Dynamic content loading - Waits for JavaScript-rendered content
• Comprehensive extraction - Collects all available product information

💰 Pricing

Feature	Free Plan	Paid Plan
Products per run	5	Unlimited
Bulk dispensary analysis	❌	✅
API access	✅	✅
Data export	✅	✅

⚖️ Legal & Compliance

This scraper is designed for legitimate business purposes including:

• Market research and competitive analysis
• Price monitoring and business intelligence
• Compliance and regulatory monitoring
• Academic and research purposes

Important: Always ensure compliance with:

• Weedmaps Terms of Service
• Data protection and privacy laws
• Ethical web scraping practices

🤝 Support & Contact

Need assistance or have questions?

• Email: info@parsedom.com
• Website: https://parsedom.com
• Fiverr Profile: https://www.fiverr.com/s/rEmNqEb

Custom Development: Contact us for custom scraping solutions and specialized data extraction needs.

🔒 Disclaimer

This tool is intended for legitimate business, research, and compliance purposes. Users are responsible for:

• Complying with all applicable laws and regulations
• Respecting website terms of service
• Using scraped data responsibly and ethically