Linkpop Scraper — Shopify Link-in-Bio & Creator Data

Extract structured profile data from Linkpop.com — Shopify's free link-in-bio platform — for e-commerce intelligence, influencer marketing, and Shopify store lead generation. Pull display name, bio, avatar, all links (including Shopify product links), social handles, store URL, and the Shopify Storefront API access token — directly from server-rendered HTML, no browser required.

Main Use Cases

• E-commerce intelligence — discover which products Shopify merchants promote on their Linkpop pages
• Shopify store lead generation — find store URLs and Shopify Storefront API tokens from public profiles
• Influencer marketing / creator discovery — map creators and the social platforms they drive traffic to
• Competitor research — analyze the link strategies and product catalogs of Shopify brands
• Agency prospecting & creator outreach — identify potential clients by their Linkpop presence and store setup
• Data enrichment — add social handles, bio text, and avatar URLs to your prospect database

Discover Shopify Stores & Shoppable Links From Public Linkpop Profiles

Linkpop is Shopify's native link-in-bio tool, and its profiles are server-rendered — meaning the full profile (display name, bio, avatar, every link, social accounts, and even the Shopify Storefront API access token used to load the store's products) is present in the raw HTML. This actor parses that HTML with no browser, returning one clean JSON profile per page that you can filter, join, and export.

Input

Field	Type	Required	Default	Notes
startUrls	array	Yes	—	Linkpop profile URLs to scrape (e.g. https://linkpop.com/username)
maxRequestsPerCrawl	integer	No	100	Max profiles to scrape in one run (1–1000)
proxyConfiguration	object	No	Apify proxy	Apify proxy recommended for high-volume runs

Example Input

{
  "startUrls": [
    { "url": "https://linkpop.com/thewildsmade" },
    { "url": "https://linkpop.com/lego_osrs" }
  ],
  "maxRequestsPerCrawl": 50
}

Output

One profile per dataset item: url, username, displayName, bio, avatarUrl, storeUrl, storefrontAccessToken, links (including Shopify product links), socialAccounts, socialLinks, themeSettings, and scrapedAt timestamp.

Example Output

{
  "url": "https://linkpop.com/thewildsmade",
  "username": "thewildsmade",
  "displayName": "handbeaded things.",
  "bio": "All goods are handmade to order...",
  "avatarUrl": "https://cdn.shopify.com/b/shopify-linkpop-prod/....png",
  "storeUrl": "https://d9c1b8.myshopify.com",
  "storefrontAccessToken": "9677e309d0a5a25e288bcd22f5086fbf",
  "links": [ { "__typename": "ShoppableLink", "id": "192474919", "title": "the Mesa", "productId": "gid://shopify/Product/8075944788281" } ],
  "socialAccounts": [ { "id": "314808", "handle": "thewildsmade", "network": "instagram" } ],
  "socialLinks": [ { "network": "instagram", "url": "https://www.instagram.com/thewildsmade" } ]
}

Scheduling, Monitoring & Automation

Run on a schedule to keep your creator / Shopify-store database fresh — re-scrape monthly or weekly to catch new Shoppable Links and updated social handles. Results stream via the Apify API and webhooks and export to JSON/CSV/Excel for your CRM or influencer-marketing pipeline.

FAQ

Why use this actor instead of a Linkpop / Shopify API?

Linkpop has no public API for profile data. This actor reads the same server-rendered pages a browser sees, extracting the full profile including the Shopify Storefront API access token that lets you query the merchant's product catalog — a capability a generic browser screenshot can't give you. No browser, no login.

What are the alternatives to this actor for link-in-bio / creator data?

Other link-in-bio scrapers on Apify (Komi, Milkshake, ContactInBio — many owned by the same creator) and influencer-marketing platforms. This actor's edge: Shopify-native extraction with store URL and Storefront API token.

How do I find Shopify stores and influencer profiles en masse?

Feed startUrls with a list of Linkpop profile URLs (one per merchant/creator) and this actor returns each profile's store URL, links, and social accounts — build your store/creator database in one schedule.

How do I get a Shopify Storefront API access token?

The storefrontAccessToken field is extracted directly from each public Linkpop page's embedded store config — no credentials needed, it's public data the page itself uses.

What can I build with this data?

Shopify store discovery, influencer/creator databases for outreach, e-commerce competitor research, and CRM enrichment — export to JSON/CSV/Excel or push via webhooks.

For AI Agents & LLM Apps

Purpose: Extracts one structured record per Linkpop profile — creator display name, bio, avatar, all links (incl. Shopify product links), social accounts, and the Shopify Storefront API access token.

Minimal working input (startUrls required, one profile):

{ "startUrls": [{ "url": "https://linkpop.com/thewildsmade" }] }

Typical input (batch, capped):

{ "startUrls": [{ "url": "https://linkpop.com/thewildsmade" }, { "url": "https://linkpop.com/lego_osrs" }], "maxRequestsPerCrawl": 100 }

Output fields: url, username, displayName, bio, avatarUrl, storeUrl, storefrontAccessToken, links, socialAccounts, socialLinks, themeSettings, scrapedAt.

Behaviors an agent should know:

• startUrls is required — the actor crawls nothing without at least one profile URL.
• Each URL must be a {"url": "..."} object (requestListSources format).
• maxRequestsPerCrawl caps the number of profiles (default 100, max 1000).
• Apify proxy is recommended for high-volume runs.
• The links array includes Shopify ShoppableLink entries with productId — usable for storefront product queries via the extracted storefrontAccessToken.

Billing: pay-per-usage (Apify compute units) — free tier available for small runs.

Legal & Compliance Disclaimer

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Shopify or Linkpop. It accesses only publicly available Linkpop profile pages — no login bypass and no CAPTCHA solving. The Shopify Storefront API access token it extracts is public data embedded in the page (the same value the page itself uses); treat it as public and do not misuse it. As with all web scraping, you are responsible for complying with Linkpop's/Shopify's Terms of Service and applicable law (GDPR). This summary is informational, not legal advice.

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