{
 "retrievedOn": "2026-10-20",
 "source": "TokConnect Shop Analytics (TikTok Shop US) via the local TokConnect MCP v3.0.0",
 "tool": "product_top_selling",
 "arguments": {
  "keyword": "hair",
  "window": "30d",
  "limit": 50
 },
 "summary": {
  "method": "estimated commission paid out = commission_rate x estimated revenue, our calculation per product row. Rows with priceSuspect=true and rows with no commission rate ('-') are left out before ranking.",
  "rows_returned": 50,
  "rows_dropped_priceSuspect": 4,
  "rows_dropped_no_commission_rate": 6,
  "rows_ranked": 40,
  "total_estimated_revenue_ranked_usd": 19753580,
  "total_estimated_commission_paid_ranked_usd": 2335696,
  "top10_estimated_commission_paid_usd": 1467298,
  "median_commission_rate_pct": 9.0,
  "max_commission_rate_pct": 25.0,
  "min_commission_rate_pct": 2.0,
  "rows_with_commission_20pct_or_more": 3,
  "ranked": [
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    "title": "[NEW] [medicube] Rosemary PDRN Scalp-to-Hair Strengthening Care | 2-Step to 6-Step Full Routine Set | Hair Thinning Care for Dry & Oily, Damaged, Frizzy Hair, Oily Flaky-looking Scalp | Korea Hair Care",
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    "title": "BIO IONIC OFFICIAL: Long Barrel Curling Iron - Hair Curler Adjustable Heat Settings, Effortless Voluminous Curls & Waves, Auto Shut-off, Easy to Use Styling Tool, For All Hair Types Comfort",
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    "title": "BISSELL® Pet Hair Eraser® Allergen Lift-Off® Vacuum with Tangle-Free Brush Roll, HEPA Sealed Allergen System, Detachable Pod and 2 Specialty Tools",
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   {
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  "keyword": "hair",
  "market": "US",
  "next": "eyJwYWdlIjoyLCJzaXplIjo1MH0",
  "notes": [
   "Daily trend arrays are left out of lists over 25 rows; use the item's trend method for its daily series.",
   "4 row(s) have priceSuspect=true: revenue per unit falls outside the product's listed price range, usually a placeholder price on TikTok. Treat their revenue as unreliable; units are still usable."
  ],
  "see_also": "Pass a row's id to product: method=trend (daily), creators (who sells it), video_sales, page (live price and stock).",
  "sortedBy": "revenue",
  "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
  "totalMatched": 685,
  "window": {
   "days": 30,
   "end": "2026-10-18",
   "start": "2026-09-19"
  }
 }
}