Creator Monetization Lead Finder

Creator Monetization Lead Finder is an HTTP-first Apify Actor for enriching creator bio links, landing pages, storefront pages, and profile URLs with monetization signals, contact signals, products, prices, platform detection, affiliate signals, and deterministic lead scoring.

It is built as a Step 2 enrichment tool. Use it after you collect creator URLs from Instagram, TikTok, YouTube, Google, Linktree, Beacons, or other prospecting scrapers.

Who It Is For

• Lead generation agencies
• SaaS companies
• Creator economy tools
• Affiliate managers
• Ecommerce brands
• Influencer outreach teams

Use It After Instagram/TikTok/YouTube Scrapers

This Actor is designed for the enrichment step, not discovery. Typical workflow:

1. Collect creator profile, bio, or landing-page URLs from a discovery scraper.
2. Pass those URLs into this Actor.
3. Use the enriched dataset to identify monetized creators, products, contact methods, and outreach angles.

What It Extracts

• Public emails and optional phone numbers
• Social profile links
• Commerce and storefront links
• Affiliate links and network hints
• Product titles, prices, and product type heuristics
• Platform detection
• Monetization signals
• Lead category and deterministic lead score

Supported Platforms

• Linktree
• Beacons
• Stan Store
• Gumroad
• Ko-fi
• Patreon
• Shopify storefronts
• Whop
• Carrd
• Generic personal websites and bio pages

Input

{
  "startUrls": [
    { "url": "https://linktr.ee/examplecreator" },
    { "url": "https://stan.store/examplecreator" }
  ],
  "maxRequestsPerCrawl": 500,
  "maxDepth": 1,
  "maxPagesPerDomain": 5,
  "followOutboundLinks": true,
  "sameDomainOnly": false,
  "extractEmails": true,
  "extractPhones": false,
  "extractSocialLinks": true,
  "extractProducts": true,
  "extractPrices": true,
  "extractAffiliateLinks": true,
  "extractCommerceSignals": true,
  "includeRawLinks": true,
  "includeAssetLinks": false,
  "includeEmptyResults": false,
  "maxConcurrency": 10,
  "minLeadScore": 0,
  "dedupeBy": "url"
}

Example Output

{
  "sourceUrl": "https://linktr.ee/examplecreator",
  "finalUrl": "https://stan.store/examplecreator",
  "domain": "stan.store",
  "platform": "stan_store",
  "platformConfidence": "high",
  "creatorName": "Example Creator",
  "title": "Example Creator",
  "description": "Courses, templates, and coaching",
  "bioText": "Courses, templates, and coaching for creators.",
  "emails": ["hello@example.com"],
  "emailConfidence": "high",
  "phones": [],
  "socialProfiles": {
    "instagram": ["https://instagram.com/examplecreator"],
    "tiktok": [],
    "youtube": [],
    "twitter": [],
    "linkedin": [],
    "facebook": [],
    "discord": [],
    "telegram": [],
    "github": [],
    "other": []
  },
  "commerceLinks": [
    {
      "url": "https://stan.store/examplecreator",
      "platform": "stan_store",
      "label": "examplecreator",
      "confidence": 0.9
    }
  ],
  "affiliateLinks": [],
  "products": [
    {
      "title": "Creator Funnel Template",
      "url": "",
      "priceRaw": "$49",
      "price": 49,
      "currency": "USD",
      "type": "template"
    }
  ],
  "pricingSignals": {
    "hasPrices": true,
    "minPrice": 49,
    "maxPrice": 49,
    "currency": "USD",
    "hasSubscription": false,
    "hasFreeProduct": false,
    "hasHighTicketOffer": false
  },
  "monetizationSignals": {
    "hasStore": true,
    "hasDigitalProducts": true,
    "hasCoaching": false,
    "hasCommunity": false,
    "hasMembership": false,
    "hasAffiliateLinks": false,
    "hasBookingLink": false,
    "hasNewsletter": true,
    "hasDonation": false,
    "hasPaidContent": false
  },
  "leadCategory": "digital_product_creator",
  "leadScore": 80,
  "outreachAngles": [
    "Creator sells digital products; good fit for funnel, CRM, email marketing, or automation tools."
  ],
  "allLinks": ["https://stan.store/examplecreator"],
  "metadata": {
    "httpStatus": 200,
    "contentType": "text/html",
    "scrapedAt": "2026-05-20T00:00:00.000Z",
    "depth": 0,
    "error": null
  }
}

Limitations

• Only public pages are processed.
• Some platforms hide useful data behind JavaScript, anti-bot layers, or login walls.
• The Actor is designed for enrichment, not full site crawling.
• Product extraction is heuristic on generic websites and can miss edge-case layouts.

Compliance

• Scrapes only publicly visible information.
• Does not bypass login, paywalls, or private areas.
• Does not automate outreach or messaging.
• Does not log secrets or tokens.

FAQ

Does it work on Instagram or TikTok directly?

This Actor is not intended to scrape native social profiles deeply. Use discovery scrapers first, then pass their outbound bio links or websites into this Actor.

Why is browser fallback off by default?

Because HTTP-first enrichment is much cheaper and scales better. If enabled, browser fallback is limited to blocked original input URLs by default to control compute cost.

Why were some pages skipped?

Outbound crawling is intentionally conservative. The Actor ignores catalog pagination, cart and checkout pages, search pages, and other low-value paths to keep enrichment fast and bounded.

Can it extract private emails?

No. It only extracts publicly visible contact information.