Stan.store Creator Storefront Scraper — Products, Prices & Profile

Extract complete creator storefronts from Stan.store — the creator-commerce platform used by 100,000+ coaches, course creators and digital-product sellers. Paste usernames, get back each creator's profile bio, avatar, verified social handles (Instagram/TikTok/YouTube/X), email, full product catalog, prices, sale prices, billing intervals, product reviews, affiliate share percentages and store sections. No login required.

Try it with 3 clicks: enter a few usernames, run, and download the dataset as JSON, CSV, Excel or HTML — or pull it via the Apify API into your own tools.

Why use this Actor?

Built for the creator economy:

• Affiliate & brand managers scouting creators — see what they sell, at what price, and what affiliate commission they offer (share percentages are included).
• Digital-product market researchers — benchmark course/membership pricing and offer formats across niches.
• Agencies prospecting creators — one record per creator with contact email and storefront structure.
• Course-seller competitive intelligence — catalog a competitor's entire offer stack (courses, memberships, digital downloads, coaching, services, links) including sale prices and flexible-payment plans.
• Creator-economy researchers — dataset-ready profile + product data at scale.

Because the actor is an Apify Actor, you get scheduling, API access, integrations, and proxy rotation out of the box — and it only needs plain HTTP requests, so runs are fast and cheap.

How to use

1. Open the actor and click Start.
2. In the Input tab, add Stan.store usernames (or full storefront URLs, e.g. abigailpeugh or https://stan.store/abigailpeugh).
3. Choose whether to include products, reviews and raw description HTML (defaults are sensible).
4. Click Start, wait for the run, then view or download the dataset from the Dataset tab.

You can also run it from the command line with the Apify CLI:

$apify call stan-store-creator-scraper --input='{"creators":["abigailpeugh","jayhoovy"]}'

Input

Field	Type	Default	Description
creators	array of strings	—	Stan.store usernames or full storefront URLs. Required.
includeProducts	boolean	true	Include the full product catalog for each profile.
includeReviews	boolean	true	Include review objects attached to each product.
includeDescriptionHtml	boolean	false	Also keep raw HTML of product descriptions (increases dataset size).
maxConcurrency	integer	5	How many storefronts to fetch in parallel.
proxyConfiguration	object	Apify proxy	Proxy for outbound requests; the default datacenter pool is sufficient.

Output

One dataset record per creator storefront. Example (trimmed):

{
  "url": "https://stan.store/abigailpeugh",
  "username": "abigailpeugh",
  "full_name": "Abigail Peugh",
  "bio": "",
  "avatar": "https://assets.stanwith.me/live/msc/19821/cafms/aprilfyf25edited10.jpg",
  "brand_color": "#A81803",
  "currency": "USD",
  "email": "hello@abigailpeugh.com",
  "socials": {
    "instagram": { "raw": "abigailpeugh", "url": "https://www.instagram.com/abigailpeugh" },
    "tiktok": { "raw": "abigailpeugh", "url": "https://www.tiktok.com/@abigailpeugh" },
    "youtube": { "raw": "https://www.youtube.com/channel/UCUOHD5Vo5d0-HvMxo48kjJA", "url": "https://www.youtube.com/channel/UCUOHD5Vo5d0-HvMxo48kjJA" },
    "mail_to": { "raw": "hello@abigailpeugh.com", "url": "mailto:hello@abigailpeugh.com" }
  },
  "product_count": 10,
  "sections": [
    { "section_id": -1, "order": 0, "title": null, "products": [] },
    { "section_id": 224415, "order": 41, "title": "THINGS I LOVE (affiliate links)", "products": [] }
  ],
  "products": [
    {
      "page_id": 9,
      "type": "community",
      "slug": "the-rich-girl-community",
      "title": "Rich Girl Community",
      "price": {
        "amount": 77, "currency": "USD", "interval": "month", "membership_duration": 0,
        "membership_id": 28464, "sale_amount": null, "sale_amount_available": false,
        "discount_codes_available": true,
        "flexible_payment": { "amount": null, "enabled": false, "duration": null, "interval": null }
      },
      "reviews_count": 4,
      "reviews": [{ "name": "@doctor.rosi", "image": "...", "rating": 5, "description": "100% recommend..." }],
      "product_url": "https://stan.store/abigailpeugh/the-rich-girl-community"
    }
  ]
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Data fields

Field	Description
username, full_name, bio, avatar	Profile identity
email	Creator contact email (from the storefront's mail_to)
socials	Instagram/TikTok/YouTube/X/LinkedIn/Pinterest/etc. handles + normalized URLs
store	Store id, type (linksite/funnel), status, slug, theme colors
sections	Store layout: section titles + ordering
products	Full catalog: type, title, description, image, price, sale price, billing interval, flexible-payment plan, link URL, course table-of-contents, coaching/meeting details, inventory, purchase questions, reviews, affiliate shares

If a creator's store returns nothing (non-existent username), the actor emits a record with an error field (NOT_FOUND/PARSE_ERROR/REQUEST_FAILED) so your pipeline can skip it.

How much does it cost?

The actor uses plain HTTP requests only (no browsers), so runs are very cheap — typically well under 1 compute unit for 100 creators. The free tier is capped at 10 creators per run; paying users can scrape unlimited creators.

To keep costs down: leave includeDescriptionHtml off unless you need the raw HTML, and run smaller batches when you only need pricing structure.

Tips & advanced options

• Scale up safely: Stan.store does not aggressively rate-limit, but keep maxConcurrency at 5–10 for large runs and use the default Apify proxy pool to avoid IP throttling.
• Reviews: product reviews shown on the storefront are included. If a product has hundreds of reviews, only the ones rendered on the storefront page are returned.
• Verified badges: Stan does not expose a "verified" flag in the storefront payload — the social handles shown on the profile are captured, but badge status is not part of the data.

FAQ, disclaimers & support

• Is this legal? This actor scrapes public, unauthenticated storefront pages only. No login, no PII beyond what creators publish themselves. Always respect Stan.store's Terms of Service and the site's robots.txt when using the data.
• A creator's page changed/empty? Creators can hide or unpublish stores — if a store is unpublished the actor returns a NOT_FOUND record.
• Custom needs? Want funnels, follower counts, historical pricing or full-text search over product descriptions? Open an issue or contact us — custom versions of this actor are available.