🌿 Massachusetts Cannabis Licensing Scraper

🚀 Collect 1,700+ cannabis license records from the Massachusetts Cannabis Control Commission with 80 fields per record. Get business info, license status, ownership details, and retail pricing data.

🕒 Last updated: 2026-04-23

Whether you are a cannabis entrepreneur researching the Massachusetts market, a compliance consultant tracking license statuses, or an analyst studying the regulated cannabis industry, this scraper delivers comprehensive licensing data from the Cannabis Control Commission (CCC).

The MA Cannabis Licensing Scraper provides 80 data fields per license record including business name, address, phone, email, EIN, license status, license type, license number, and regulatory details. A separate retail pricing dataset shows average price per gram by month.

Target Audience	Cannabis entrepreneurs, compliance consultants, market analysts, real estate professionals, investors, regulatory researchers
Primary Use Cases	Market research, compliance tracking, pricing analysis, competition mapping, investment analysis, regulatory monitoring

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📋 What Does It Do

• Collects 1,700+ cannabis license records and applications with 80 data fields each
• Extracts business names, addresses, phone, email, and EIN for every licensee
• Provides license status, type, number, dates, and regulatory details
• Includes average retail price per gram by month (separate dataset)
• Filters by license status (Active, Expired, Suspended, Revoked, Surrendered)
• Filters by license type and city

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🎬 How to Use - Full Demo

🚧 Demo video coming soon.

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⚙️ Input

Field	Type	Description	Default
Max Items	integer	Free users: limited to 10 items. Paid users: up to 1,000,000	10
Dataset	string	Cannabis Licenses (1,700+ records) or Retail Prices by Month	licenses
License Status	string	Active, Expired, Suspended, Revoked, or Surrendered	-
License Type	string	Filter by type (e.g., Retailer, Cultivator, Manufacturer). Partial match	-
City	string	Filter by city name (e.g., Boston, Worcester, Springfield)	-

Example 1:

{
    "dataset": "licenses",
    "licenseStatus": "Active",
    "city": "Boston",
    "maxItems": 100
}

Example 2:

{
    "dataset": "prices",
    "maxItems": 50
}

⚠️ License statuses change frequently. Always verify current status with the Massachusetts Cannabis Control Commission for compliance decisions.

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📊 Output

🧾 Schema: BUSINESS_NAME, BUSINESS_CITY, BUSINESS_STATE, BUSINESS_ZIP, LICENSE_NUMBER, LICENSE_STATUS, LICENSE_TYPE, BUSINESS_EMAIL, BUSINESS_PHONE, BUSINESS_EIN, scrapedAt

📦 Sample 1:

{
    "BUSINESS_NAME": "Green Horizons LLC",
    "BUSINESS_CITY": "Boston",
    "BUSINESS_STATE": "MA",
    "LICENSE_NUMBER": "MR281234",
    "LICENSE_STATUS": "Active",
    "LICENSE_TYPE": "Marijuana Retailer",
    "BUSINESS_EMAIL": "info@greenhorizons.com",
    "BUSINESS_PHONE": "617-555-0123",
    "scrapedAt": "2026-04-09T00:00:00.000Z"
}

📦 Sample 2:

{
    "BUSINESS_NAME": "Bay State Cultivators Inc",
    "BUSINESS_CITY": "Worcester",
    "BUSINESS_STATE": "MA",
    "LICENSE_NUMBER": "MC289012",
    "LICENSE_STATUS": "Active",
    "LICENSE_TYPE": "Marijuana Cultivator",
    "BUSINESS_EMAIL": "contact@baystatecultivators.com",
    "BUSINESS_PHONE": "508-555-0456",
    "scrapedAt": "2026-04-09T00:00:00.000Z"
}

📦 Sample 3:

{
    "BUSINESS_NAME": "Pioneer Valley Labs",
    "BUSINESS_CITY": "Springfield",
    "BUSINESS_STATE": "MA",
    "LICENSE_NUMBER": "ML287654",
    "LICENSE_STATUS": "Active",
    "LICENSE_TYPE": "Marijuana Testing Laboratory",
    "BUSINESS_EMAIL": "info@pvlabs.com",
    "BUSINESS_PHONE": "413-555-0789",
    "scrapedAt": "2026-04-09T00:00:00.000Z"
}

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✨ Why Choose This Tool?

Feature	Details
1,700+ license records	Complete Massachusetts cannabis licensing database
80 data fields	Business info, license details, ownership, and regulatory data
Two datasets	License records and retail pricing data in one tool
Multiple filters	Status, type, and city filtering for targeted searches
Contact information	Names, phone, email, and EIN for every licensee
Pricing trends	Average retail price per gram by month
Fast collection	Full dataset in seconds

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📈 How It Compares

Capability	This Tool	Other Solutions
Records available	1,700+ license records	Manual directory browsing
Data fields	80 fields per record	Basic license info only
Filtering	Status, type, and city	Limited search
Pricing data	Monthly retail averages included	Not available
Export formats	JSON, CSV, Excel	HTML/PDF reports only
Automation	Scheduled runs	Manual visits required

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🚀 How to Use

1. Sign Up - Create a free account w/ $5 credit (takes 2 minutes)
2. Find the Tool - Search for "Massachusetts Cannabis Licensing Scraper" in the Apify Store
3. Set Input - Configure your search filters using the simple form
4. Run It - Click "Start" and let it collect your data
5. Download Data - Get your results in the "Dataset" tab as CSV, Excel, or JSON

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💼 Business Use Cases

Audience	How They Use It
Cannabis Entrepreneurs	Research market density and competition by city before opening a new dispensary or cultivation facility
Compliance Consultants	Track license statuses and regulatory changes to advise clients on compliance requirements
Market Analysts	Study pricing trends, market growth, and license distribution to build industry reports
Investors	Evaluate the Massachusetts cannabis market landscape by analyzing active licenses, types, and geographic distribution

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✨ Why choose this Actor

	Capability
🎯	Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely.
🔖	Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines.
⚡	Fast. Optimized request patterns return results in seconds, not minutes.
🔁	Always fresh. Every run pulls live data, so the dataset reflects the source as of run time.
🌐	No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage.
🛡️	Reliable. Battle-tested across many runs and edge cases, with graceful error handling.
🚫	No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK.

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ Massachusetts Cannabis Licensing Scraper (this Actor)	$5 free credit, then pay-per-use	Full source coverage	Live per run	Source-native filters supported	⚡ 2 min
Build your own scraper	Engineering hours	Full once built	Whenever you maintain it	Custom code	🐢 Days to weeks
Paid managed APIs	$$$ monthly	Vendor-defined	Live	Vendor-defined	⏳ Hours
Third-party data dumps	Varies	Subset, often stale	Periodic	None	🕒 Variable

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Massachusetts Cannabis Licensing Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

📊 Data & Analytics Build trend reports and dashboards from live source data Feed BI tools, warehouses, and ML pipelines with structured records Run periodic snapshots to track changes over time Compare segments, regions, or categories with consistent fields	🏢 Operations & Strategy Monitor competitor moves, pricing, and inventory shifts Build internal directories and lookup tools backed by current data Power workflows that depend on fresh source records Cut manual data-gathering time from hours to minutes
🎯 Marketing & Growth Identify market opportunities and trending topics Research target audiences and customer personas at scale Power lead-generation pipelines with verified records Track sentiment, reviews, or social signals over time	🛠️ Engineering & Product Prototype features that need real-world data without owning a crawler Replace fragile in-house scrapers with a managed Actor Wire datasets into your apps via the Apify API or webhooks Skip the proxy, retry, and parsing maintenance entirely

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

❓ Frequently Asked Questions

🔌 Automating Your Workflow

Schedule this tool to run daily, weekly, or monthly through the Apify platform. Set it and forget it. Your data will be waiting in your dataset every time. Combine with webhooks to trigger downstream actions whenever a run completes.

🔌 Integrate with Your Favorite Apps

• Make - Build automated workflows
• Zapier - Connect 5,000+ apps
• Slack - Get instant notifications
• Airbyte - Sync to data warehouses
• GitHub - Version control integration
• Google Drive - Export to spreadsheets

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🔌 Integrate with any app

Massachusetts Cannabis Licensing Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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Pro Tip: 💡 Browse our complete collection of data collection actors to find the perfect tool for your business needs.

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🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify documentation for platform guides
• Contact us at Tally contact form

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⚠️ Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or connected to the Massachusetts Cannabis Control Commission. It accesses only publicly available data.