Weedmaps Dispensary Scraper

Extract clean, structured Weedmaps data from product pages, dispensary listing pages, and listing detail pages using one actor input. The scraper auto-detects the URL type and returns flattened, deduplicated dataset records with null values removed.

Features

• Automatic URL type detection - Supports brand products, region listings, and listing detail URLs in one run.
• Clean flattened output - Converts nested objects into flat fields for easier filtering and exports.
• Null-free dataset - Removes empty and null values before saving records.
• Duplicate-safe records - Generates unique record_id values and skips duplicates.
• Formatted text fields - Converts intro and description HTML fields into cleaned text output.

Use Cases

Local Dispensary Discovery

Track dispensaries and deliveries for specific cities and compare listing changes over time.

Product Catalog Monitoring

Collect brand product listings from Weedmaps brand pages for pricing and assortment analysis.

Detail Page Enrichment

Capture listing profile details and menu entries from dispensary or delivery detail pages.

Data Warehousing

Export standardized records to BI tools, dashboards, and CRM workflows.

Supported URL Types

• https://weedmaps.com/dispensaries/in/...
• https://weedmaps.com/deliveries/in/...
• https://weedmaps.com/dispensaries/{slug}
• https://weedmaps.com/deliveries/{slug}
• https://weedmaps.com/brands/{slug}/products

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	Yes	"https://weedmaps.com/dispensaries/in/united-states/new-york/new-york-city"	Primary Weedmaps URL.
startUrls	String List	No	[]	Additional Weedmaps URLs to scrape in the same run.
results_wanted	Integer	No	20	Maximum primary records per URL.
max_pages	Integer	No	10	Pagination safety cap per URL.
proxyConfiguration	Object	No	{"useApifyProxy": false}	Optional proxy configuration.

Output Data

Each dataset item is flattened and cleaned.

Field	Type	Description
record_id	String	Unique deterministic ID used for deduplication.
record_type	String	brand_product, listing, listing_detail, menu_item, or page_context.
url_type	String	Detected source URL category.
source_type	String	Internal collection context.
id	Number	Entity ID when available.
wmid	Number	Weedmaps listing ID when available.
name	String	Entity name.
slug	String	Entity slug.
listing_type	String	Listing group such as dispensaries or deliveries.
listing_slug	String	Listing slug for detail/menu records.
brand_name	String	Brand name when available.
description_text	String	Cleaned text description.
intro_text	String	Cleaned text intro.
web_url	String	Weedmaps page URL.
source_url	String	Input URL that produced the record.
api_url	String	Request URL used to fetch the data.
page	Number	Page index for paginated results.
position_on_page	Number	Position within page results.
scraped_at	String	ISO timestamp.

Additional flat fields may be present depending on URL type.

Usage Examples

Region Dispensary URL

{
    "startUrl": "https://weedmaps.com/dispensaries/in/united-states/new-york/new-york-city",
    "results_wanted": 20
}

Brand Products URL

{
    "startUrl": "https://weedmaps.com/brands/arctic-bakery/products",
    "results_wanted": 20
}

Mixed URL Run

{
    "startUrl": "https://weedmaps.com/dispensaries/in/united-states/new-york/new-york-city",
    "startUrls": [
        "https://weedmaps.com/dispensaries/savo-group-inc-dba-alto",
        "https://weedmaps.com/brands/arctic-bakery/products"
    ],
    "results_wanted": 20,
    "max_pages": 10
}

In the Apify UI, startUrls is entered as a string list (one URL per row).

Sample Output

{
    "record_id": "listing:dispensaries:362385:savo-group-inc-dba-alto",
    "record_type": "listing",
    "url_type": "region_listings",
    "source_type": "region_listings",
    "id": 362385,
    "wmid": 362385,
    "name": "ALTOCANNA",
    "slug": "savo-group-inc-dba-alto",
    "listing_type": "dispensaries",
    "web_url": "https://weedmaps.com/dispensaries/savo-group-inc-dba-alto",
    "source_url": "https://weedmaps.com/dispensaries/in/united-states/new-york/new-york-city",
    "page": 1,
    "position_on_page": 1,
    "scraped_at": "2026-03-30T09:00:00.000Z"
}

Tips for Best Results

Use Direct Weedmaps URLs

Use canonical Weedmaps links for products, listing regions, and listing detail pages.

Keep Run Scope Controlled

Use results_wanted and max_pages to optimize runtime and costs.

Keep Inputs Consistent

Use consistent city/state URLs when you need comparable data snapshots.

Integrations

• Google Sheets - Share and analyze exports quickly.
• Airtable - Build searchable dispensary and product datasets.
• Make - Trigger workflows after successful runs.
• Zapier - Connect scraped data to operational automations.
• Webhooks - Send data to custom services.

Export Formats

• JSON
• CSV
• Excel
• XML

Frequently Asked Questions

Can I scrape product, dispensary, and detail URLs together?

Yes. Provide one startUrl and optional startUrls; each URL is processed automatically.

Are null and empty values included?

No. Empty fields are removed before dataset writes.

Is the dataset flattened?

Yes. Nested fields are flattened for easier post-processing.

How are duplicate rows handled?

Each output record gets a deterministic record_id; duplicates are skipped in the same run.

Legal Notice

Use this actor responsibly and ensure compliance with applicable laws and website terms.