{
 "retrievedOn": "2026-10-20",
 "source": "TokConnect MCP v3.0.0, Shop Analytics (TikTok Shop US sales estimates). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
 "window": "30 days to 18 October 2026 (2026-09-19 to 2026-10-18); growth vs the previous 30 days.",
 "note": "Worked example for the keyword \"beef tallow\". Creators are numbered, not named; video captions and ids removed. priceSuspect rows removed.",
 "googleDemand": {
  "source": "Google Ads search volume (US, English) via DataForSEO through treg, 20 October 2026",
  "volumes": {
   "beef tallow": {
    "2025-10": 201000,
    "2025-11": 201000,
    "2025-12": 201000,
    "2026-01": 246000,
    "2026-02": 165000,
    "2026-03": 201000,
    "2026-04": 201000,
    "2026-05": 165000,
    "2026-06": 165000,
    "2026-07": 165000,
    "2026-08": 246000,
    "2026-09": 165000
   },
   "beef tallow for skin": {
    "2025-10": 49500,
    "2025-11": 60500,
    "2025-12": 49500,
    "2026-01": 60500,
    "2026-02": 60500,
    "2026-03": 49500,
    "2026-04": 49500,
    "2026-05": 49500,
    "2026-06": 40500,
    "2026-07": 40500,
    "2026-08": 40500,
    "2026-09": 33100
   },
   "tallow balm": {
    "2025-10": 5400,
    "2025-11": 6600,
    "2025-12": 8100,
    "2026-01": 8100,
    "2026-02": 6600,
    "2026-03": 6600,
    "2026-04": 5400,
    "2026-05": 5400,
    "2026-06": 4400,
    "2026-07": 4400,
    "2026-08": 4400,
    "2026-09": 4400
   },
   "beef tallow moisturizer": {
    "2025-10": 2900,
    "2025-11": 3600,
    "2025-12": 3600,
    "2026-01": 3600,
    "2026-02": 2400,
    "2026-03": 2400,
    "2026-04": 2400,
    "2026-05": 1900,
    "2026-06": 1900,
    "2026-07": 1900,
    "2026-08": 1900,
    "2026-09": 1600
   }
  }
 },
 "pulls": [
  {
   "tool": "product_top_selling",
   "arguments": {
    "keyword": "beef tallow",
    "window": "30d",
    "limit": 50
   },
   "result": {
    "count": 50,
    "totalMatched": 237,
    "dataEnd": "2026-10-18",
    "window": {
     "days": 30,
     "end": "2026-10-18",
     "start": "2026-09-19"
    },
    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "keyword": "beef tallow",
    "sortedBy": "revenue",
    "market": "US",
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      "original_revenue": 14051,
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      "day_revenue": "$360.08",
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      "day_shopping_mall_revenue": "$1.73",
      "day_video_revenue": "$328.10",
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      "original_shopping_mall_revenue": 51.99,
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      "revenue": "$10.80k",
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      "shopping_mall_revenue": "$51.99",
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      "video_revenue": "$9.84k"
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     {
      "create_time": "2026/06/08 14:28:18",
      "duration": "43s",
      "revenue": "$22.62k",
      "sale": "808",
      "views": "275.07k",
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      "content_type": "video"
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      "create_time": "2026/01/19 17:34:09",
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      "views": "70.12k",
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      "create_time": "2026/06/22 12:58:34",
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      "views": "69.23k",
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      "content_type": "video"
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      "duration": "45s",
      "revenue": "$3.61k",
      "sale": "129",
      "views": "39.32k",
      "ad": 1,
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      "content_type": "video"
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     {
      "create_time": "2026/10/14 15:23:17",
      "duration": "39s",
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      "sale": "90",
      "views": "40.72k",
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      "content_type": "video"
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      "create_time": "2026/09/13 17:41:16",
      "duration": "22s",
      "revenue": "$1.90k",
      "sale": "68",
      "views": "49.21k",
      "ad": 1,
      "ai_video": 0,
      "content_type": "video"
     },
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      "create_time": "2026/09/26 04:20:20",
      "duration": "52s",
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      "sale": "48",
      "views": "17.07k",
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      "sale": "40",
      "views": "11.27k",
      "ad": 1,
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      "content_type": "video"
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      "duration": "50s",
      "revenue": "$1.04k",
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      "views": "12.42k",
      "ad": 1,
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      "content_type": "video"
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      "duration": "1m 32s",
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   "result": {
    "dataEnd": "2026-10-18",
    "id": "1731554594233094729",
    "insights": {
     "badRate": "3.97%",
     "commentSummary": "Overall, customers are highly satisfied with this product, praising its effectiveness in moisturizing, healing dry or irritated skin, and its smooth, non-greasy texture. Many note the pleasant packaging and fragrance, though a few mention the scent is either too strong or not as expected. The product is appreciated for quick healing, especially for skin issues like psoriasis, diabetic skin, rashes, and even minor cuts. Some users gave it as a gift, and others recommend it for daily use. There are occasional complaints about lack of fragrance and unmet expectations, but most reviews are positive.",
     "goodRate": "96.03%",
     "painPoints": [
      {
       "point": "Scent is weak or not as expected",
       "rate": "33.33%",
       "originalText": "Couldn't really smell the scent, but i like how it makes my skin feel."
      },
      {
       "point": "Scent is too strong or unpleasant",
       "rate": "25.0%",
       "originalText": "smell is kinda strong to me but it works well"
      },
      {
       "point": "No better than other balms",
       "rate": "25.0%",
       "originalText": "No better than any other healing balms I\u2019ve used. It smells bad"
      },
      {
       "point": "Product not received or not as described",
       "rate": "16.67%",
       "originalText": "Not what I purchased. I wanted the pure beef tallow frankienscents honey and myrrh"
      }
     ],
     "positivePoints": [
      {
       "point": "Highly recommended and loved by customers",
       "rate": "29.09%",
       "originalText": "Love this stuff! Originally I bought a can from a small shop in SD but I couldn\u2019t beat the price. It helps when I get flare up."
      },
      {
       "point": "Effective moisturizing and healing for dry or irritated skin",
       "rate": "27.27%",
       "originalText": "This product is addictive it feels so good on my hands and feet. This only day 2 but I\u2019m sold.  My feet feel like butter. I\u2019m in NY The weather is extremely cold and harsh on my diabetic skin.  My skin feels soft and moisture. The cracks on my skin are almost nonexistent so I am happy with my purcha"
      },
      {
       "point": "Nice fragrance",
       "rate": "14.55%",
       "originalText": "Smells divine! Love the consistency!!"
      },
      {
       "point": "Smooth, non-greasy texture",
       "rate": "10.91%",
       "originalText": "Very smooth and creamy, natural sweet scent and it's very moisturizing & not greasy, absorbs quickly!!"
      },
      {
       "point": "Pleasant packaging",
       "rate": "10.91%",
       "originalText": "The package is pretty. It smells like shoe shine. I was expecting a nice fragrance. I only hope it works well on the skin."
      },
      {
       "point": "Quick healing and relief for skin issues",
       "rate": "7.27%",
       "originalText": "This stuff is amazing. I had a cut on my finger,applied it on day got it. Overnight it healed"
      }
     ],
     "skuNames": [
      {}
     ],
     "usageLocation": [
      {
       "point": "At home",
       "rate": "50.0%",
       "originalText": "No strong oder, and I rubbed my feet with it yesterday evening and they are still soft and looks like I went to get a pedicure done. (My heals were very chapped and dry - this is amazing!"
      },
      {
       "point": "In cold weather conditions",
       "rate": "50.0%",
       "originalText": "This product is addictive it feels so good on my hands and feet. This only day 2 but I\u2019m sold.  My feet feel like butter. I\u2019m in NY The weather is extremely cold and harsh on my diabetic skin.  My skin feels soft and moisture. The cracks on my skin are almost nonexistent so I am happy with my purcha"
      }
     ],
     "usageScenarios": [
      {
       "point": "Used for skin conditions like dryness, psoriasis, diabetic skin, rashes, and minor injuries",
       "rate": "47.06%",
       "originalText": "This product is addictive it feels so good on my hands and feet. This only day 2 but I\u2019m sold.  My feet feel like butter. I\u2019m in NY The weather is extremely cold and harsh on my diabetic skin.  My skin feels soft and moisture. The cracks on my skin are almost nonexistent so I am happy with my purcha"
      },
      {
       "point": "Used for hands, feet, lips, hair, tattoos",
       "rate": "35.29%",
       "originalText": "This product is addictive it feels so good on my hands and feet. This only day 2 but I\u2019m sold.  My feet feel like butter. I\u2019m in NY The weather is extremely cold and harsh on my diabetic skin.  My skin feels soft and moisture. The cracks on my skin are almost nonexistent so I am happy with my purcha"
      },
      {
       "point": "Gift for others",
       "rate": "17.65%",
       "originalText": "Was a gift to daughter. She loved the containers and smell but have not reported how well it works!"
      }
     ]
    }
   }
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   "arguments": {
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   "result": {
    "dataEnd": "2026-10-18",
    "id": "1731511874825654380",
    "insights": {
     "badRate": "0.7%",
     "commentSummary": "The majority of users are extremely satisfied with this product, praising its lightweight, hydrating, and non-greasy texture. Many highlight rapid visible improvements in skin smoothness, hydration, and reduction of fine lines, especially for men and those with sensitive or dry skin. The product is frequently gifted or purchased for husbands and partners, with many noting it has become an essential part of daily skincare routines. Positive feedback also centers on its subtle, pleasant scent and effectiveness as an aftershave or in harsh weather. There are rare complaints, primarily about packaging. Overall, the product is highly recommended and often repurchased.",
     "goodRate": "99.3%",
     "painPoints": [
      {
       "point": "Packaging issues (soft package, product oozing)",
       "rate": "33.33%",
       "originalText": "This jar was sent in a soft package not a hard box . I picked it up and cream was oozing from the package"
      },
      {
       "point": "No noticeable difference compared to other similar products",
       "rate": "33.33%",
       "originalText": "I really couldn\u2019t tell much difference from other tallow balms I have tried."
      },
      {
       "point": "Smaller product size than expected",
       "rate": "33.33%",
       "originalText": "The item is good but I didn\u2019t expect a small one like that"
      }
     ],
     "positivePoints": [
      {
       "point": "Lightweight, hydrating, and non-greasy texture",
       "rate": "21.15%",
       "originalText": "FORGE SKIN Wrinkle Defense feels lightweight and hydrating. It absorbs quickly, smooths fine lines, and leaves skin looking refreshed without grease. A great natural daily anti\u2011aging product."
      },
      {
       "point": "Significant improvement in skin smoothness, hydration, and reduction of fine lines",
       "rate": "21.15%",
       "originalText": "My husband loves this and he was an absolute no on any skin products prior to using this 3 weeks ago. His skin looks and feels years younger and even he had to admit it!"
      },
      {
       "point": "Effective for men, especially those new to skincare",
       "rate": "17.31%",
       "originalText": "Best product ever. My husband wouldn\u2019t use any other products other than forge."
      },
      {
       "point": "Pleasant, subtle scent",
       "rate": "15.38%",
       "originalText": "Ingredient Safety: Vegan, 100% grass fed\nEffectiveness: My man loves this stuff\nValue for Money: Definitely worth it for the price\nSkin Sensitivity: Great for men who shave. My man said it\u2019s the best aftershave product on the market. It also smells so great!"
      },
      {
       "point": "Rapid visible results and long-lasting effects",
       "rate": "13.46%",
       "originalText": "Absolutely loved it. Fantastic product. Would recommend. You can see the difference"
      },
      {
       "point": "Great value for price",
       "rate": "5.77%",
       "originalText": "For the price, the quality is amazing and works much better than the Brand name moisturizer I used before."
      },
      {
       "point": "Fast shipping and good service",
       "rate": "5.77%",
       "originalText": "Me lleg\u00f3 bastante r\u00e1pido gracias"
      }
     ],
     "skuNames": [
      {},
      {},
      {}
     ],
     "usageFrequency": [
      {
       "point": "Used every day",
       "rate": "75.0%",
       "originalText": "I got this for my husband and he loves it. It has a slight citrus sent and it\u2019s super hydrating but not greasy! He uses it every day!"
      },
      {
       "point": "Purchased or used every month",
       "rate": "25.0%",
       "originalText": "I been using this product since feb 2025 it\u2019s change my looks tremendously I buy it every month"
      }
     ],
     "usageLocation": [
      {
       "point": "Outdoors or in harsh weather",
       "rate": "66.67%",
       "originalText": "Absolutely a game changer for me in these dry Alaska winters! No more itching dry skin when I spend hours in the cold."
      },
      {
       "point": "At home",
       "rate": "33.33%",
       "originalText": "Skin type: Normal/dry\nScent: Plain/lemon\nPerformance: Excellent\nI\u2019ve been using this since I got it and even ordered a second container I can tell this will be used a lot in My household the consistency is smooth and buttery and absorbs quickly with no greasy feeling."
      }
     ],
     "usageScenarios": [
      {
       "point": "Daily skincare routine for men",
       "rate": "40.0%",
       "originalText": "I got this for my hubby to add into his (very simple) skincare routine. His face is smooth and deeply hydrated"
      },
      {
       "point": "Gift for husbands, boyfriends, or family",
       "rate": "36.0%",
       "originalText": "Great product. My husband enjoys it. We saw an as on TikTok and ordered it. Try!"
      },
      {
       "point": "Aftershave or post-shaving care",
       "rate": "16.0%",
       "originalText": "My husband is really enjoying this tallow balm as an after shave! He also loves it for his hands that get dry and itchy in the cold."
      },
      {
       "point": "Moisturizing in dry or cold weather",
       "rate": "8.0%",
       "originalText": "Absolutely a game changer for me in these dry Alaska winters! No more itching dry skin when I spend hours in the cold."
      }
     ]
    }
   }
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     "days": 30,
     "end": "2026-10-18",
     "start": "2026-09-19"
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    "source": "TokConnect Shop Analytics (TikTok Shop US). Revenue and units are estimates: units track TikTok's sold counter; revenue is units times listed price.",
    "market": "US",
    "id": "1731554594233094729",
    "skus": {}
   }
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 ],
 "weekFigures": {
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    "week_to_2026-10-18": 33285
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    "week_to_2026-10-18": 25483
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    "week_to_2026-10-18": 12432,
    "week_to_2026-10-08": 22708
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 }
}