🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (46)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (4)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (5 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 46,
  "product_titles": [
    "Amazon.com: Motorcycle Husband and Wife Riding Partner for Life T-Shirt : Clothing, Shoes & Jewelry",
    "Shop4Ever Women's Girlfriend Fiance Wife Wedding Graphic T-Shirt Large Black - Walmart.com",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T-shirt - Etsy Israel",
    "Bride Groom Gift Graphic Cotton T-Shirts (Copy) \u2013 Bouquets by Nicole",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby Just Married Honeymoon Tshirt, Pink, S: Buy Online at Best Price in UAE - Amazon.ae",
    "Shop4Ever Men's Girlfriend Fiance Wife Wedding Graphic T-shirt XXX-Large Black - Walmart.com",
    "Amazon.com: Womens Friend, Girlfriend, Fiancee, Wife T-Shirt for Bride Wedding : Clothing, Shoes & Jewelry",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T Shirt | SHEIN USA",
    "Girlfriend Fiance Wife Women's T-Shirt Wedding Bachelorette Honeymoon Shirts | eBay",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T shirt - AliExpress",
    "fashion letters wife print t shirt short sleeve crew neck - Temu",
    "Girlfriend Fianc\u00e9e Wife For Wedding And Honeymoon Women T-shirt - Seseable",
    "Girlfriend Fiancee Wife, best friend birthday gifts, gifts for your best friend, gift for friend Ladies Tee | Seseable UK",
    "Girlfriend Fiancee Wife Shirt for Women - Just Married T Shirt Gift for New Wife - Funny Wifey Tshirt - Honeymoon T-shirt for Wife, Wife Tee - Etsy",
    "womens oversized summer short sleeve t shirt casual round - Temu Mauritius",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby just Married Honeymoon Tshirt Size L (Pink) : Buy Online at Best Price in KSA - Souq is now Amazon.sa: Fashion",
    "Just Married Shirt Wedding Anniversary Gift For Wife T-shirt | eBay",
    "Girlfriend Fiancee Wife Loading Wedding Party Women T-shirt | Mazezy",
    "Girlfriend, Fiance, Wife | For Bride, Bachelorette\" Essential T-Shirt for Sale by Cisic | Redbubble",
    "Girlfriend Fiance Wife Best Friend Birthday Birthday For Friend Friend Christmas T-shirt - Thegiftio",
    "Women's Cute Engagement Gift Shirt for Bride Dominican Republic | Ubuy",
    "Girlfriend - Fiancee - Wife - Ladies - T-Shirt | Shop Today. Get it Tomorrow! | takealot.com",
    "Girlfriend Fiance Wife & Mommy Mother New Mom Baby Family T-Shirt - Monsterry",
    "Girlfriend Fiancee Wife, Boyfriend Fiance Husband, Matching Couples, Wedding, Bride, Wifey Engagement, Just Married Shirt Set, Honeymoon Tee \u2013 KEMOLENE\u2122",
    "Girlfriend Fiance Wife Shirt, Girlfriend Fiance, Wife Shirt, Fiance Shirt, Bride Shirt, Wifey Shirt, Mrs. Shirt, Future Mrs. Shirt - Etsy",
    "Engagement SVG Bundle | Newly Engaged Couple Files | Fiance & Fiancee SVG | Printable Stickers | Digital Download - Etsy",
    "Wife Shirt Marriage T Shirt Wedding Gift Tshirt Wife to Be Gift Wedding Shirt Newly Married Mrs Shirt Wedding Outfit Ladies Tee - JM157 - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, Honeymoon Shirt - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Honeymoon T Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, 2nd - Etsy",
    "Matching Couple T-shirts: Engagement Gift, Husband Wife Shirts - Etsy Israel",
    "Girlfriend, Fiancee', Wife Short-sleeve Unisex T-shirt - Etsy",
    "Girlfriend to Fianc\u00e9e to Wife Unisex Jersey Short Sleeve Tee Bella Canvas 3001 - Etsy",
    "Girlfriend Fiancee Wife T-shirt - Just Married Tee - Birthday & Valentines Day Gift Idea - Wifey Honeymoon Outfit - Etsy",
    "Wife T-shirt - Girlfriend Fiancee Wife, New Wife Gift Shirt, Honeymoon T Shirt, Wifey Sweatshirt, Just Married Shirt, Bridal Party Shirts - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, Honeymoon Shirt - Etsy Australia",
    "Bundle, Girlfriend Fiancee Wife Svg, Boyfriend Fiance Husband SVG, Hubby Svg, Wifey Svg, Bride Svg, Groom Svg, Mr and Mrs Svg, Cricut, DXF - Etsy",
    "Wifey Shirt: Bride, Fiancee, Girlfriend Tee - Bridal Gift - Etsy",
    "Bride T-shirt: Comfort Colors Wedding Party Tee - Etsy",
    "\u062a\u064a \u0634\u064a\u0631\u062a \u0635\u064a\u0641\u064a \u063a\u064a\u0631 \u0631\u0633\u0645\u064a \u0645\u0646 \u0627\u0644\u0628\u0648\u0644\u064a\u0633\u062a\u0631 \u0645\u0639 \u0637\u0628\u0627\u0639\u0629 \"\u0635\u062f\u064a\u0642\u0629\u060c \u062e\u0637\u064a\u0628\u0629\u060c \u0632\u0648\u062c\u0629\"\u060c \u064a\u0627\u0642\u0629 \u062f\u0627\u0626\u0631\u064a\u0629\u060c \u0623\u0643\u0645\u0627\u0645 \u0642\u0635\u064a\u0631\u0629\u060c \u0637\u0648\u0644 \u0639\u0627\u062f\u064a\u060c \u0642\u0645\u0627\u0634 \u0645\u062d\u0628\u0648\u0643\u060c \u062a\u0637\u0631\u064a\u0632 \u0628\u0627\u0644\u0623\u0628\u062c\u062f\u064a\u0629 - \u0627\u0644\u0637\u0631\u0627\u0632 1378 - \u0645\u0644\u0627\u0628\u0633 \u0646\u0633\u0627\u0626\u064a\u0629 - Temu",
    "Girlfriend, Fiance, Wife | For Bride, Bachelorette\" Tapestry for Sale by Cisic | Redbubble",
    "From Girlfriend to Wife T-shirt: Relationship Status Upgrade Tee - Etsy",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby just Married Honeymoon Tshirt Size M (Pink) : Buy Online at Best Price in KSA - Souq is now Amazon.sa: Fashion",
    "Girlfriend Fiancee Wife Shirt, Newlywed Gift - Etsy",
    "y2k short sleeve crew neck sweatshirt women girlfriend fianc - Temu Ireland",
    "Girlfriend Fiancee Wife & Mommy\" Essential T-Shirt for Sale by DrVx | Redbubble",
    "Women's Engagement Shirt - Cute Engagement Wedding Shirt Girlfriend Fiancee Wife Tee"
  ],
  "created_at": "2026-01-04T13:00:55.594185"
}

Keyword Analysis

{
  "primary_keyword": "girlfriend fiancee wife",
  "primary_keyword_confidence": 0.41304347826086957,
  "raw_keywords": [
    "Amazon.com: Motorcycle Husband and Wife Riding Partner for Life T-Shirt : Clothing, Shoes & Jewelry",
    "Shop4Ever Women's Girlfriend Fiance Wife Wedding Graphic T-Shirt Large Black - Walmart.com",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T-shirt - Etsy Israel",
    "Bride Groom Gift Graphic Cotton T-Shirts (Copy) \u2013 Bouquets by Nicole",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby Just Married Honeymoon Tshirt, Pink, S: Buy Online at Best Price in UAE - Amazon.ae",
    "Shop4Ever Men's Girlfriend Fiance Wife Wedding Graphic T-shirt XXX-Large Black - Walmart.com",
    "Amazon.com: Womens Friend, Girlfriend, Fiancee, Wife T-Shirt for Bride Wedding : Clothing, Shoes & Jewelry",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T Shirt | SHEIN USA",
    "Girlfriend Fiance Wife Women's T-Shirt Wedding Bachelorette Honeymoon Shirts | eBay",
    "Girlfriend Fiancee Wife Just Married Wifey Fiance Honeymoon Engagement T shirt - AliExpress",
    "fashion letters wife print t shirt short sleeve crew neck - Temu",
    "Girlfriend Fianc\u00e9e Wife For Wedding And Honeymoon Women T-shirt - Seseable",
    "Girlfriend Fiancee Wife, best friend birthday gifts, gifts for your best friend, gift for friend Ladies Tee | Seseable UK",
    "Girlfriend Fiancee Wife Shirt for Women - Just Married T Shirt Gift for New Wife - Funny Wifey Tshirt - Honeymoon T-shirt for Wife, Wife Tee - Etsy",
    "womens oversized summer short sleeve t shirt casual round - Temu Mauritius",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby just Married Honeymoon Tshirt Size L (Pink) : Buy Online at Best Price in KSA - Souq is now Amazon.sa: Fashion",
    "Just Married Shirt Wedding Anniversary Gift For Wife T-shirt | eBay",
    "Girlfriend Fiancee Wife Loading Wedding Party Women T-shirt | Mazezy",
    "Girlfriend, Fiance, Wife | For Bride, Bachelorette\" Essential T-Shirt for Sale by Cisic | Redbubble",
    "Girlfriend Fiance Wife Best Friend Birthday Birthday For Friend Friend Christmas T-shirt - Thegiftio",
    "Women's Cute Engagement Gift Shirt for Bride Dominican Republic | Ubuy",
    "Girlfriend - Fiancee - Wife - Ladies - T-Shirt | Shop Today. Get it Tomorrow! | takealot.com",
    "Girlfriend Fiance Wife & Mommy Mother New Mom Baby Family T-Shirt - Monsterry",
    "Girlfriend Fiancee Wife, Boyfriend Fiance Husband, Matching Couples, Wedding, Bride, Wifey Engagement, Just Married Shirt Set, Honeymoon Tee \u2013 KEMOLENE\u2122",
    "Girlfriend Fiance Wife Shirt, Girlfriend Fiance, Wife Shirt, Fiance Shirt, Bride Shirt, Wifey Shirt, Mrs. Shirt, Future Mrs. Shirt - Etsy",
    "Engagement SVG Bundle | Newly Engaged Couple Files | Fiance & Fiancee SVG | Printable Stickers | Digital Download - Etsy",
    "Wife Shirt Marriage T Shirt Wedding Gift Tshirt Wife to Be Gift Wedding Shirt Newly Married Mrs Shirt Wedding Outfit Ladies Tee - JM157 - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, Honeymoon Shirt - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Honeymoon T Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, 2nd - Etsy",
    "Matching Couple T-shirts: Engagement Gift, Husband Wife Shirts - Etsy Israel",
    "Girlfriend, Fiancee', Wife Short-sleeve Unisex T-shirt - Etsy",
    "Girlfriend to Fianc\u00e9e to Wife Unisex Jersey Short Sleeve Tee Bella Canvas 3001 - Etsy",
    "Girlfriend Fiancee Wife T-shirt - Just Married Tee - Birthday & Valentines Day Gift Idea - Wifey Honeymoon Outfit - Etsy",
    "Wife T-shirt - Girlfriend Fiancee Wife, New Wife Gift Shirt, Honeymoon T Shirt, Wifey Sweatshirt, Just Married Shirt, Bridal Party Shirts - Etsy",
    "Girlfriend Fiancee Wife Shirt, Just Married Shirt, Wifey Shirt, Fiance, Christmas Gift for Wife, Cotton Anniversary, Honeymoon Shirt - Etsy Australia",
    "Bundle, Girlfriend Fiancee Wife Svg, Boyfriend Fiance Husband SVG, Hubby Svg, Wifey Svg, Bride Svg, Groom Svg, Mr and Mrs Svg, Cricut, DXF - Etsy",
    "Wifey Shirt: Bride, Fiancee, Girlfriend Tee - Bridal Gift - Etsy",
    "Bride T-shirt: Comfort Colors Wedding Party Tee - Etsy",
    "\u062a\u064a \u0634\u064a\u0631\u062a \u0635\u064a\u0641\u064a \u063a\u064a\u0631 \u0631\u0633\u0645\u064a \u0645\u0646 \u0627\u0644\u0628\u0648\u0644\u064a\u0633\u062a\u0631 \u0645\u0639 \u0637\u0628\u0627\u0639\u0629 \"\u0635\u062f\u064a\u0642\u0629\u060c \u062e\u0637\u064a\u0628\u0629\u060c \u0632\u0648\u062c\u0629\"\u060c \u064a\u0627\u0642\u0629 \u062f\u0627\u0626\u0631\u064a\u0629\u060c \u0623\u0643\u0645\u0627\u0645 \u0642\u0635\u064a\u0631\u0629\u060c \u0637\u0648\u0644 \u0639\u0627\u062f\u064a\u060c \u0642\u0645\u0627\u0634 \u0645\u062d\u0628\u0648\u0643\u060c \u062a\u0637\u0631\u064a\u0632 \u0628\u0627\u0644\u0623\u0628\u062c\u062f\u064a\u0629 - \u0627\u0644\u0637\u0631\u0627\u0632 1378 - \u0645\u0644\u0627\u0628\u0633 \u0646\u0633\u0627\u0626\u064a\u0629 - Temu",
    "Girlfriend, Fiance, Wife | For Bride, Bachelorette\" Tapestry for Sale by Cisic | Redbubble",
    "From Girlfriend to Wife T-shirt: Relationship Status Upgrade Tee - Etsy",
    "JINTING Girlfriend Fiancee Wife Shirt Women Bride Shirt Wifey Hubby just Married Honeymoon Tshirt Size M (Pink) : Buy Online at Best Price in KSA - Souq is now Amazon.sa: Fashion",
    "Girlfriend Fiancee Wife Shirt, Newlywed Gift - Etsy",
    "y2k short sleeve crew neck sweatshirt women girlfriend fianc - Temu Ireland",
    "Girlfriend Fiancee Wife & Mommy\" Essential T-Shirt for Sale by DrVx | Redbubble",
    "Women's Engagement Shirt - Cute Engagement Wedding Shirt Girlfriend Fiancee Wife Tee"
  ],
  "filtered_keywords": [
    "just married",
    "fiance wife",
    "married wifey",
    "honeymoon engagement"
  ],
  "created_at": "2026-01-04T13:30:09.828622"
}

Autocomplete

{
  "keyword_exists": false,
  "is_popular": true,
  "suggestions": [
    "girlfriend fiance wife",
    "girlfriend fiance wife shirt",
    "girlfriend fiance wife t shirt",
    "girlfriend fiance wife mug",
    "girlfriend fiance wife sweatshirt",
    "girlfriend fiance wife hoodie",
    "girlfriend fiance wife svg",
    "girlfriend fiance wife cup",
    "girlfriend fiance wife mom shirt",
    "girlfriend fiance wife mom",
    "girlfriend fiance wife apron",
    "girlfriend fiance wife jacket",
    "girlfriend vs fiance vs wife",
    "taza girlfriend fiance wife",
    "wife fiance girlfriend diss track"
  ],
  "created_at": "2026-01-04T13:30:28.948916"
}

Trends

[
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    "timeframe_label": "twelve_months",
    "average_interest": 77.0,
    "peak_interest": 100.0,
    "current_interest": 100.0,
    "trend_direction": "unknown",
    "is_seasonal": false,
    "peak_months": [],
    "seasonal_pattern": null,
    "created_at": "2026-01-04T13:30:40.069703",
    "related_queries": [],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/025rz_f",
        "topic_type": "Topic",
        "topic_title": "Wife"
      },
      {
        "type": "top",
        "value": 82,
        "topic_id": "/m/08gj26",
        "topic_type": "Topic",
        "topic_title": "Girlfriend"
      },
      {
        "type": "top",
        "value": 75,
        "topic_id": "/m/09t3w",
        "topic_type": "Topic",
        "topic_title": "Engagement"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/g/11j1dz__lm",
        "topic_type": "Author",
        "topic_title": "'s Day"
      },
      {
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      },
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      },
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        "topic_title": "Birthday"
      },
      {
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        "topic_type": "Topic",
        "topic_title": "Daughter"
      },
      {
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        "topic_type": "Festival",
        "topic_title": "Christmas"
      },
      {
        "type": "top",
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      },
      {
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      },
      {
        "type": "rising",
        "value": 171450,
        "topic_id": "/m/0ltfs",
        "topic_type": "Topic",
        "topic_title": "Bride"
      },
      {
        "type": "rising",
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        "topic_id": "/g/11h9vqjh7h",
        "topic_type": "Topic",
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      },
      {
        "type": "rising",
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        "topic_type": "Topic",
        "topic_title": "Grandmother"
      },
      {
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    ]
  },
  {
    "timeframe_label": "five_years",
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    "created_at": "2026-01-04T13:30:40.154681",
    "evergreen_status": "insufficient_data",
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  {
    "timeframe_label": "twelve_months",
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    "trend_direction": "unknown",
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    "created_at": "2026-01-04T23:30:23.052895",
    "related_queries": [],
    "related_topics": [
      {
        "type": "top",
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        "topic_title": "Wife"
      },
      {
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      },
      {
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      {
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      },
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        "topic_type": "Topic",
        "topic_title": "Christmas Notebook: 5. 06 X7. 81 Journal/diary/notebook. Snowy Winter Urban Scene"
      }
    ]
  },
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    "seasonal_pattern": null,
    "created_at": "2026-01-04T23:30:23.122703",
    "evergreen_status": "insufficient_data",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+sale&shoprs=CAESBEoCGAEYBioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAI"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyBwgKEgNOZXdY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+girlfriend+fiancee+wife&shoprs=CAEYCioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyBwgKEgNOZXdY26kgYAI"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgKEgRVc2VkWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+girlfriend+fiancee+wife&shoprs=CAEYCioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgKEgRVc2VkWNupIGAC"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqF2dpcmxmcmllbmQgZmlhbmNlZSB3aWZlMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife&shoprs=CAESAmoAGBYqF2dpcmxmcmllbmQgZmlhbmNlZSB3aWZlMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Department",
        "options": [
          {
            "text": "Kids'",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVLaWRzJzoKCICjPhCEoz4wBVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=kids%27+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVLaWRzJzoKCICjPhCEoz4wBVjbqSBgAg"
          },
          {
            "text": "Men's",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVNZW4nczoKCICjPhCBoz4wBVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=men%27s+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVNZW4nczoKCICjPhCBoz4wBVjbqSBgAg"
          },
          {
            "text": "Unisex",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFggBEgZVbmlzZXg6CgiAoz4Qg6M-MAVY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=unisex+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFggBEgZVbmlzZXg6CgiAoz4Qg6M-MAVY26kgYAI"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Stores",
        "options": [
          {
            "text": "Etsy",
            "shoprs": "CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRFdHN5WNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=etsy+girlfriend+fiancee+wife&shoprs=CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRFdHN5WNupIGAC"
          },
          {
            "text": "TikTok Shop",
            "shoprs": "CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyDwgCEgtUaWtUb2sgU2hvcFjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=tiktok+shop+girlfriend+fiancee+wife&shoprs=CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyDwgCEgtUaWtUb2sgU2hvcFjbqSBgAg"
          },
          {
            "text": "eBay",
            "shoprs": "CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRlQmF5WNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ebay+girlfriend+fiancee+wife&shoprs=CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRlQmF5WNupIGAC"
          },
          {
            "text": "Walmart",
            "shoprs": "CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCwgCEgdXYWxtYXJ0WNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=walmart+girlfriend+fiancee+wife&shoprs=CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCwgCEgdXYWxtYXJ0WNupIGAC"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Price",
        "options": [
          {
            "text": "Under $20",
            "shoprs": "CAESDRILEQAAAADQEnNBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyIggFEglVbmRlciAkMjAYAiINEgsRAAAAANASc0EYASoCGAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+under+%2420&shoprs=CAESDRILEQAAAADQEnNBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyIggFEglVbmRlciAkMjAYAiINEgsRAAAAANASc0EYASoCGAFY26kgYAI"
          },
          {
            "text": "$20 - $50",
            "shoprs": "CAESFhIUCQAAAADQEnNBEQAAAACE14dBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyKwgFEgkkMjAgLSAkNTAYAiIWEhQJAAAAANASc0ERAAAAAITXh0EYASoCGAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+between+%2420+and+%2450&shoprs=CAESFhIUCQAAAADQEnNBEQAAAACE14dBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyKwgFEgkkMjAgLSAkNTAYAiIWEhQJAAAAANASc0ERAAAAAITXh0EYASoCGAFY26kgYAI"
          },
          {
            "text": "Over $50",
            "shoprs": "CAESDRILCQAAAACE14dBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyIQgFEghPdmVyICQ1MBgCIg0SCwkAAAAAhNeHQRgBKgIYAVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+over+%2450&shoprs=CAESDRILCQAAAACE14dBGAEYBSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyIQgFEghPdmVyICQ1MBgCIg0SCwkAAAAAhNeHQRgBKgIYAVjbqSBgAg"
          }
        ],
        "input_type": "price_range"
      },
      {
        "type": "Style",
        "options": [
          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=sweatshirt+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNupIGAC"
          },
          {
            "text": "Tank Top",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGAgBEghUYW5rIFRvcDoKCPX-OBC6hDkwAljbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=tank+top+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGAgBEghUYW5rIFRvcDoKCPX-OBC6hDkwAljbqSBgAg"
          },
          {
            "text": "Sweater",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGAgBEgdTd2VhdGVyOgsI9f44EIrI9AEwAljbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=sweater+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGAgBEgdTd2VhdGVyOgsI9f44EIrI9AEwAljbqSBgAg"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Material",
        "options": [
          {
            "text": "Cubic Zirconia",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHggBEg5DdWJpYyBaaXJjb25pYToKCPaSYxDBk2MwAFjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=cubic+zirconia+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHggBEg5DdWJpYyBaaXJjb25pYToKCPaSYxDBk2MwAFjbqSBgAg"
          },
          {
            "text": "Stainless Steel",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHwgBEg9TdGFpbmxlc3MgU3RlZWw6Cgj2kmMQt5NjMABY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=stainless+steel+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHwgBEg9TdGFpbmxlc3MgU3RlZWw6Cgj2kmMQt5NjMABY26kgYAI"
          },
          {
            "text": "Crystal",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFwgBEgdDcnlzdGFsOgoI9pJjEMCTYzAAWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=crystal+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFwgBEgdDcnlzdGFsOgoI9pJjEMCTYzAAWNupIGAC"
          },
          {
            "text": "Gold",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFAgBEgRHb2xkOgoI9pJjELGTYzAAWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=gold+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFAgBEgRHb2xkOgoI9pJjELGTYzAAWNupIGAC"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Special Occasion",
        "options": [
          {
            "text": "Engagement",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGwgBEgpFbmdhZ2VtZW50OgsI5tBrEJ23ggEwAFjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=engagement+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGwgBEgpFbmdhZ2VtZW50OgsI5tBrEJ23ggEwAFjbqSBgAg"
          },
          {
            "text": "Christmas",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGQgBEglDaHJpc3RtYXM6Cgjm0GsQ59BrMABY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=christmas+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGQgBEglDaHJpc3RtYXM6Cgjm0GsQ59BrMABY26kgYAI"
          },
          {
            "text": "Bachelorette",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHQgBEgxCYWNoZWxvcmV0dGU6Cwjm0GsQmLeCATAAWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bachelorette+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHQgBEgxCYWNoZWxvcmV0dGU6Cwjm0GsQmLeCATAAWNupIGAC"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Free shipping",
        "options": [
          {
            "text": "Free shipping",
            "shoprs": "CAESBFICEAEYGSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFwgZEg1GcmVlIHNoaXBwaW5nIgRSAhABYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+free+shipping&shoprs=CAESBFICEAEYGSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFwgZEg1GcmVlIHNoaXBwaW5nIgRSAhABYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Brand",
        "options": [
          {
            "text": "RAKVA",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFggBEgVSQUtWQToLCIPzPBCvwdIDMAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=rakva+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFggBEgVSQUtWQToLCIPzPBCvwdIDMAFY26kgYAI"
          },
          {
            "text": "Greatwood Boutique",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyJAgBEhJHcmVhdHdvb2QgQm91dGlxdWU6DAiD8zwQ-pKgywUwAVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=greatwood+boutique+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyJAgBEhJHcmVhdHdvb2QgQm91dGlxdWU6DAiD8zwQ-pKgywUwAVjbqSBgAg"
          },
          {
            "text": "Gearbubble",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHAgBEgpHZWFyYnViYmxlOgwIg_M8EO3X8MkFMAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=gearbubble+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyHAgBEgpHZWFyYnViYmxlOgwIg_M8EO3X8MkFMAFY26kgYAI"
          },
          {
            "text": "HANDMADE\u00ae",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGwgBEgpIQU5ETUFERcKuOgsIg_M8EPmLlAIwAVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=handmade%C2%AE+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGwgBEgpIQU5ETUFERcKuOgsIg_M8EPmLlAIwAVjbqSBgAg"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Carousel Filters",
        "options": [
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAE",
            "input_type": "link_with_icon",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=girlfriend+fiancee+wife+sale&shoprs=CAESBEoCGAEYBioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAE"
          },
          {
            "text": "Shirts & Tops",
            "shoprs": "CAEYCSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEQgJEg1TaGlydHMgJiBUb3BzYAE",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=shirts+%26+tops+girlfriend+fiancee+wife&shoprs=CAEYCSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyEQgJEg1TaGlydHMgJiBUb3BzYAE"
          },
          {
            "text": "Kids'",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVLaWRzJzoKCICjPhCEoz4wBVjbqSBgAQ",
            "input_type": "checkbox",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=kids%27+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyFQgBEgVLaWRzJzoKCICjPhCEoz4wBVjbqSBgAQ"
          },
          {
            "text": "Necklaces",
            "shoprs": "CAEYCSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyDQgJEglOZWNrbGFjZXNgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=necklaces+girlfriend+fiancee+wife&shoprs=CAEYCSoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyDQgJEglOZWNrbGFjZXNgAQ"
          },
          {
            "text": "Etsy",
            "shoprs": "CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRFdHN5WNupIGAB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=etsy+girlfriend+fiancee+wife&shoprs=CAEYAioXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyCAgCEgRFdHN5WNupIGAB"
          },
          {
            "text": "Regular",
            "shoprs": "CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGQgBEgdSZWd1bGFyOgwIh_e0AhCJ97QCMABY26kgYAE",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=regular+girlfriend+fiancee+wife&shoprs=CAEYASoXZ2lybGZyaWVuZCBmaWFuY2VlIHdpZmUyGQgBEgdSZWd1bGFyOgwIh_e0AhCJ97QCMABY26kgYAE"
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    "search_parameters": {
      "q": "girlfriend fiancee wife",
      "gl": "us",
      "hl": "en",
      "num": "100",
      "device": "desktop",
      "engine": "google_shopping",
      "google_domain": "google.com"
    },
    "search_information": {
      "spelling_fix": "girlfriend fiance wife",
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      "shopping_results_state": "Showing results for exact spelling despite spelling suggestion"
    },
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  },
  "price_range_min": null,
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  "created_at": "2026-01-04T13:33:40.397951"
}

Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The progression from girlfriend to fianc\u00e9e to wife represents adult relationship milestones and life stages.",
  "primary_gender": "women",
  "gender_confidence": 0.98,
  "gender_reasoning": "The design culminates in the word 'Wife', which is a gender-specific term for a female spouse.",
  "target_personas": [
    "Newlyweds",
    "Brides-to-be",
    "Women celebrating their marriage anniversary",
    "Gift buyers for a new wife or bride"
  ],
  "product_restrictions": {
    "allow_drinkware": true,
    "allow_adult_products": true,
    "allow_children_products": false
  },
  "temporal_specificity": "evergreen",
  "temporal_value": null,
  "temporal_start_date": null,
  "temporal_end_date": null,
  "redesign_opportunity": false,
  "temporal_confidence_score": 0.8,
  "visual_reasoning": "LIFECYCLE: The design consists of the words 'GIRLFRIEND' and 'FIANC\u00c9E' with horizontal strikethrough lines, followed by the word 'Wife' in a script font. This visualizes the life transition of getting married. Since the design contains no specific years, dates, or time-bound references, it remains permanently relevant for any woman celebrating her new status as a wife.\n\nSEASONALITY: The design theme is centered on marriage and becoming a wife. While weddings occur year-round, the primary market demand for bridal and 'newlywed' apparel aligns with the traditional peak wedding season (May through October). Additionally, there is a predictable spike in February for Valentine's Day gifting for new wives.",
  "seasonal_activation_months": [
    2,
    5,
    6,
    7,
    8,
    9,
    10
  ],
  "market_seasonality": "seasonal_peak",
  "promotion_intensity": "boost_during_peak",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "Girlfriend Fiancee Wife Shirt Just Married Wifey Honeymoon Engagement Gift Tee",
    "primary": "Girlfriend Fiancee Wife Just Married Wifey Honeymoon Engagement T-Shirt",
    "etsy_140": "Girlfriend Fiancee Wife Shirt, Just Married Wifey Tee, Honeymoon Engagement Gift, Bride to Be Shirt, Wedding Graphic T-Shirt for Women",
    "amazon_200": "Girlfriend Fiancee Wife Shirt for Women - Just Married Wifey T-Shirt, Honeymoon Engagement Gift, Bride to Be Wedding Graphic Tee, Funny Relationship Progression Shirt",
    "shopify_70": "Girlfriend Fiancee Wife Shirt - Just Married Wifey Tee"
  },
  "descriptions": {
    "seo_optimized": "Celebrate your beautiful journey from partner to spouse with this stylish Girlfriend Fiancee Wife shirt. Featuring a modern design with crossed-out text and elegant script for the final 'Wife' status, it's the perfect gift for newlyweds, brides-to-be, or for wearing on your honeymoon. Show off your new status as a wifey with this comfortable and meaningful wedding graphic tee that captures the progression of your love story.",
    "short_summary": "A trendy relationship progression shirt for women transitioning from girlfriend and fianc\u00e9e to wife, perfect for newlyweds and brides."
  },
  "bullet_points": [
    "Features a unique 'Girlfriend' and 'Fianc\u00e9e' strikethrough design with 'Wife' in elegant script",
    "Perfect gift for bridal showers, engagement parties, or as a special honeymoon surprise",
    "Available in multiple classic colors including Black, Navy, Asphalt, and Maroon",
    "High-quality, soft fabric designed for comfort during wedding festivities and everyday wear",
    "Ideal for newlyweds and brides-to-be celebrating their new marital status and 'Wifey' life"
  ],
  "keywords": {
    "primary": [
      "girlfriend fiancee wife",
      "girlfriend fiance wife shirt",
      "just married",
      "married wifey",
      "honeymoon engagement"
    ],
    "etsy_tags": [
      "girlfriend fiancee wife",
      "just married",
      "married wifey",
      "honeymoon gift",
      "engagement shirt",
      "bride to be",
      "wedding shirt",
      "wifey tee",
      "newlywed shirt",
      "bridal shower gift",
      "wife life",
      "fiancee to wife",
      "wedding announcement"
    ],
    "secondary": [
      "fiance wife",
      "bride to be",
      "wedding graphic tee",
      "girlfriend fiance wife t shirt",
      "newlywed gift",
      "wifey shirt"
    ]
  },
  "item_specifics": {
    "style": "Casual|Funny|Cute",
    "theme": [
      "Marriage",
      "Relationship",
      "Bride",
      "Wifey"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Wedding",
      "Honeymoon",
      "Engagement",
      "Everyday",
      "Gift"
    ]
  },
  "created_at": "2026-01-04T23:31:33.060997",
  "updated_at": "2026-01-04T23:31:33.060997"
}

Recommendations (first 5)

[
  {
    "product_type": "t-shirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.816,
    "reasoning": "T-shirts are the most frequent POD product (31.6%) and validated by autocomplete search patterns for 'girlfriend fiance wife shirt'.",
    "suggested_price_min": 22.5,
    "suggested_price_max": 27.500000000000004,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute maximum contrast for the white text, making the design extremely readable and bold.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic, high-demand color that offers excellent contrast and a professional look for the white design.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark grey that provides a softer alternative to black while maintaining perfect legibility.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a0404",
        "reasoning": "The deep red tone complements the relationship theme well and offers superb contrast against the white elements.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1b3022",
        "reasoning": "The rich, dark green background makes the white script font 'pop' beautifully, ensuring high visibility.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4d4d4d",
        "reasoning": "A very popular textured color that maintains high contrast and has broad mass appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#7a1f3d",
        "reasoning": "A vibrant yet dark enough shade that provides a more feminine aesthetic without sacrificing readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bright, energetic blue that offers strong contrast and is a top seller for graphic tees.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a trendy, slightly faded look while still providing the high contrast needed for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#005f5f",
        "reasoning": "A sophisticated and trendy color choice that provides very good contrast and visual interest.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,May,June",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 1,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with Valentine's Day and wedding season, maximizing relevance for the target market.",
        "best_months": [
          "February",
          "May",
          "June"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products, while Amazon and Redbubble offer broader reach and visibility.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T23:31:58.917833"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.311,
    "reasoning": "Hoodies appear in 21.1% of POD products and are validated by autocomplete search patterns for 'girlfriend fiance wife hoodie'.",
    "suggested_price_min": 36.0,
    "suggested_price_max": 44.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute maximum contrast for the white text, making the design extremely readable and bold.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic, high-demand color that offers excellent contrast and a professional look for the white design.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark grey that provides a softer alternative to black while maintaining perfect legibility.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a0404",
        "reasoning": "The deep red tone complements the relationship theme well and offers superb contrast against the white elements.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1b3022",
        "reasoning": "The rich, dark green background makes the white script font 'pop' beautifully, ensuring high visibility.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4d4d4d",
        "reasoning": "A very popular textured color that maintains high contrast and has broad mass appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#7a1f3d",
        "reasoning": "A vibrant yet dark enough shade that provides a more feminine aesthetic without sacrificing readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bright, energetic blue that offers strong contrast and is a top seller for graphic tees.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a trendy, slightly faded look while still providing the high contrast needed for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#005f5f",
        "reasoning": "A sophisticated and trendy color choice that provides very good contrast and visual interest.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,May,June",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with Valentine's Day and wedding season, maximizing relevance for the target market.",
        "best_months": [
          "February",
          "May",
          "June"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products, while Amazon and Redbubble offer broader reach and visibility.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T23:31:58.917833"
  },
  {
    "product_type": "sweatshirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.211,
    "reasoning": "Sweatshirts make up 21.1% of POD products, though not directly validated by autocomplete, they are logical for the target wearer.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute maximum contrast for the white text, making the design extremely readable and bold.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic, high-demand color that offers excellent contrast and a professional look for the white design.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark grey that provides a softer alternative to black while maintaining perfect legibility.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a0404",
        "reasoning": "The deep red tone complements the relationship theme well and offers superb contrast against the white elements.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1b3022",
        "reasoning": "The rich, dark green background makes the white script font 'pop' beautifully, ensuring high visibility.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4d4d4d",
        "reasoning": "A very popular textured color that maintains high contrast and has broad mass appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#7a1f3d",
        "reasoning": "A vibrant yet dark enough shade that provides a more feminine aesthetic without sacrificing readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bright, energetic blue that offers strong contrast and is a top seller for graphic tees.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a trendy, slightly faded look while still providing the high contrast needed for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#005f5f",
        "reasoning": "A sophisticated and trendy color choice that provides very good contrast and visual interest.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,May,June",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with Valentine's Day and wedding season, maximizing relevance for the target market.",
        "best_months": [
          "February",
          "May",
          "June"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products, while Amazon and Redbubble offer broader reach and visibility.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T23:31:58.917833"
  },
  {
    "product_type": "mug",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.153,
    "reasoning": "Mugs are validated by autocomplete search patterns for 'girlfriend fiance wife mug' and make up 5.3% of POD products.",
    "suggested_price_min": 13.5,
    "suggested_price_max": 16.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
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        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic, high-demand color that offers excellent contrast and a professional look for the white design.",
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        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark grey that provides a softer alternative to black while maintaining perfect legibility.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a0404",
        "reasoning": "The deep red tone complements the relationship theme well and offers superb contrast against the white elements.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1b3022",
        "reasoning": "The rich, dark green background makes the white script font 'pop' beautifully, ensuring high visibility.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4d4d4d",
        "reasoning": "A very popular textured color that maintains high contrast and has broad mass appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#7a1f3d",
        "reasoning": "A vibrant yet dark enough shade that provides a more feminine aesthetic without sacrificing readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bright, energetic blue that offers strong contrast and is a top seller for graphic tees.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a trendy, slightly faded look while still providing the high contrast needed for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#005f5f",
        "reasoning": "A sophisticated and trendy color choice that provides very good contrast and visual interest.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
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    "optimal_season": "February,May,June",
    "autocomplete_boosted": true,
    "supporting_data": {
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      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with Valentine's Day and wedding season, maximizing relevance for the target market.",
        "best_months": [
          "February",
          "May",
          "June"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 75
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        "reasoning": "Etsy is ideal for personalized and niche products, while Amazon and Redbubble offer broader reach and visibility.",
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          "amazon",
          "redbubble"
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      }
    },
    "created_at": "2026-01-04T23:31:58.917833"
  },
  {
    "product_type": "wine glass",
    "recommendation_tier": "consider",
    "confidence_score": 0.053,
    "reasoning": "Wine glasses are a niche opportunity with 5.3% frequency, offering a unique product for the target market.",
    "suggested_price_min": 18.0,
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    "recommended_colors": [
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        "reasoning": "Provides the absolute maximum contrast for the white text, making the design extremely readable and bold.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic, high-demand color that offers excellent contrast and a professional look for the white design.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark grey that provides a softer alternative to black while maintaining perfect legibility.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a0404",
        "reasoning": "The deep red tone complements the relationship theme well and offers superb contrast against the white elements.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1b3022",
        "reasoning": "The rich, dark green background makes the white script font 'pop' beautifully, ensuring high visibility.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4d4d4d",
        "reasoning": "A very popular textured color that maintains high contrast and has broad mass appeal.",
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        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#7a1f3d",
        "reasoning": "A vibrant yet dark enough shade that provides a more feminine aesthetic without sacrificing readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bright, energetic blue that offers strong contrast and is a top seller for graphic tees.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a trendy, slightly faded look while still providing the high contrast needed for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#005f5f",
        "reasoning": "A sophisticated and trendy color choice that provides very good contrast and visual interest.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,May,June",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with Valentine's Day and wedding season, maximizing relevance for the target market.",
        "best_months": [
          "February",
          "May",
          "June"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products, while Amazon and Redbubble offer broader reach and visibility.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T23:31:58.917833"
  }
]