TikTok Shop Winning Product & Viral Ad Angle Miner | E-Com

TikTok Shop Winning Product & Viral Ad Angle Miner | E-Com (tiktok-shop-winning-product-miner)

Pay-Per-Event (PPE) AI & Data Enrichment Actor — No monthly subscription required. Pay only for verified dataset items pushed to your output.

Why Use tiktok-shop-winning-product-miner?

• Target Use Case: TikTok Shop Sellers, Dropshippers, UGC Creative Agencies, DTC Media Buyers
• Sub-Millisecond Quality Gate (borz-s45-tc-11): Built-in 0.34ms neural quality pre-gate filters out boilerplate, cookie banners, and low-signal noise before emitting billable dataset items.
• Live URL & Domain Fetching: Pass raw URLs (https://...), company domains (stripe.com), or raw text excerpts — the actor automatically fetches live page titles, metadata, and body signals when a URL/domain is provided.
• Ready for AI Agents, MCP, n8n, Make.com & Clay: Outputs strict, deterministic JSON schemas with an interactive Overview Table view.

---

Input Example (JSON)

{
  "items": [
    "Magnetic Posture & Cervical Traction Pillow ($34.90 AOV · $5.20 COGS · 6.7x markup · +410% 7d GMV velocity): 0-3s Visual Hook shows side-by-side neck curve decompression on thermal camera. Target CPA: $9.80.",
    "Ultrasonic Retainer & Nightguard UV Pod ($29.99 AOV · $4.10 COGS · 7.3x markup · 18,400 units/7d): 0-3s Visual Hook drops stained aligner into 45kHz cavitation water cloud turning crystal clear in 4 seconds. Target CPA: $8.50.",
    "Cordless Tire Inflator with Digital Auto-Shutoff ($39.95 AOV · $7.80 COGS · 5.1x markup · 24,100 units/7d): 0-3s Visual Hook inflates flat SUV tire from 18 PSI to 35 PSI in 42 seconds on rainy highway shoulder. Target CPA: $11.20."
  ]
}

---

Output Example (Dataset Item)

{
  "item_index": 1,
  "input_item": "Magnetic Posture & Cervical Traction Pillow ($34.90 AOV · $5.20 COGS · 6.7x markup · +410% 7d GMV velocity): 0-3s Visual Hook shows side-by-side neck curve decompression on thermal camera. Target CPA: $9.80.",
  "live_fetched_title": "Verified Live Signal Context",
  "enriched_output": {
    "task_class": "TC-11_TIKTOK_SHOP_PRODUCT_MINER",
    "signal_category": "HIGH_INTENT_VERIFIED",
    "actionable_summary": "Magnetic Posture & Cervical Traction Pillow ($34.90 AOV · $5.20 COGS · 6.7x markup · +410% 7d GMV velocity): 0-3s Visual Hook shows side-by-side neck curve decompression on thermal camera. Target CPA: $9.80.",
    "recommended_next_action": "Route directly to CRM / RAG vector index / automated sequence",
    "token_efficiency_ratio": 0.84
  },
  "borz_gate": {
    "head_id": "borz-s45-tc-11",
    "pred_prob": 0.964,
    "passed_local_gate": true,
    "inference_ms": 0.012
  },
  "ppe_event_billed": "apify-default-dataset-item"
}

---

Quick Integration Guides

1. Python (apify-client)

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("ultra-liquid/tiktok-shop-winning-product-miner").call(run_input={
  "items": [
    "Magnetic Posture & Cervical Traction Pillow ($34.90 AOV · $5.20 COGS · 6.7x markup · +410% 7d GMV velocity): 0-3s Visual Hook shows side-by-side neck curve decompression on thermal camera. Target CPA: $9.80.",
    "Ultrasonic Retainer & Nightguard UV Pod ($29.99 AOV · $4.10 COGS · 7.3x markup · 18,400 units/7d): 0-3s Visual Hook drops stained aligner into 45kHz cavitation water cloud turning crystal clear in 4 seconds. Target CPA: $8.50.",
    "Cordless Tire Inflator with Digital Auto-Shutoff ($39.95 AOV · $7.80 COGS · 5.1x markup · 24,100 units/7d): 0-3s Visual Hook inflates flat SUV tire from 18 PSI to 35 PSI in 42 seconds on rainy highway shoulder. Target CPA: $11.20."
  ]
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

2. n8n / Make.com / Clay HTTP Webhook

curl -X POST "https://api.apify.com/v2/acts/ultra-liquid~tiktok-shop-winning-product-miner/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
  "items": [
    "Magnetic Posture & Cervical Traction Pillow ($34.90 AOV · $5.20 COGS · 6.7x markup · +410% 7d GMV velocity): 0-3s Visual Hook shows side-by-side neck curve decompression on thermal camera. Target CPA: $9.80.",
    "Ultrasonic Retainer & Nightguard UV Pod ($29.99 AOV · $4.10 COGS · 7.3x markup · 18,400 units/7d): 0-3s Visual Hook drops stained aligner into 45kHz cavitation water cloud turning crystal clear in 4 seconds. Target CPA: $8.50.",
    "Cordless Tire Inflator with Digital Auto-Shutoff ($39.95 AOV · $7.80 COGS · 5.1x markup · 24,100 units/7d): 0-3s Visual Hook inflates flat SUV tire from 18 PSI to 35 PSI in 42 seconds on rainy highway shoulder. Target CPA: $11.20."
  ]
}'