🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (3)

🚫 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

⏰ 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": 60,
  "product_titles": [
    "Womens Granna Life Is The Best Life Print Grandma Grandmother Gifts V-Neck T-Shirt : Clothing, Shoes & Jewelry - Amazon.com",
    "Grandma Life Is The Best Life Print for Grandma Gift T-Shirt - Walmart.com",
    "Babka Life Is The Best Life Print For Babka Grandma Gifts Unisex T-Shirt | Mazezy",
    "Grandma Life Is The Best Life Print for Grandma Gift Unisex T-Shirt | eBay",
    "Granna Life is the Best Life Granna Shirt for Granna Gifts Best Gift Idea for Granna Birthday Christmas Present - Etsy",
    "Love Grandmother Life Thanksgiving Ladies Tee - Seseable",
    "Granna Life is the Best Life Granna Shirt for Granna Gifts Best Gift Idea for Granna Birthday Christmas Present - Etsy",
    "Hibeli Women GRANDMA Life IS THE BEST LIFE Letter Print T-shirt Short Sleeves Graphic Tee Mother's Day Gift - Walmart.com",
    "Hibeli Women GRANDMA Life IS THE BEST LIFE Letter Print T-shirt Short Sleeves Graphic Tee Mother's Day Gift - Walmart Business Supplies",
    "Occasion awesome best ever Grandma T Shirt Gift celebration marriage lucky tee | eBay",
    "Personalized Grandma Life T-shirt: Grandkids Names, New Grandma Gift - Etsy Australia",
    "Grandma Life Shirt Grandma Gift for Grandma Nana Shirt Grandma Tshirt Mom Shirt Grandma Shirts Grandma Tee New Grandma With Grandkids Names - Etsy Canada",
    "Grandma Life is the Best Life Grandma Shirt for Grandma Gifts Best Gift Ideas for Grandma Birthday Christmas Present - Etsy",
    "Instant Message - Literally The Best Grandma Like Ever Gift for Grandma - Women's Short Sleeve Graphic T-Shirt - Walmart.com",
    "Gigi Like A Grandmother T Shirt Women Short Sleeve Funny Letter Tees Shirts Grandma Life Tops A Green at Amazon Women's Clothing store",
    "Handdrawn Grandma Svg Cut File, Grandmother Svg Cricut Cut Files Png for Shirts, Signs, Etc. Grandma Svg Easy Cut. - Etsy Australia",
    "Best Gma Ever - Etsy",
    "Gift for Her - Customizable Grandma Shirt - Grandma Shirt - Etsy",
    "Promoted to Granna Est 2025 Shirt, Granna 2025 Sweatshirt, Gift for Granna, Granna Shirt, New Granna Shirt, Idea Gift Christmas - Etsy",
    "Comfort Colors Best Granna Ever Shirt, Cool Grannas Club, Mother's Day Shirt, Best Grandma Shirt, Nana Shirt, Lala Shirt, Granna Tee, Granna - Etsy",
    "Obviously I'm Grandma's Favorite / Funny Grandma Favorite Gift Idea / GrandMother / Gift from Grandma / Heart Design Illustration\" Essential T-Shirt for Sale by Chamssou | Redbubble",
    "Best Grandma Ever T-Shirt Best Mom T Shirt Gift for New Grammy Cute Mothers Day Tee Funny Grandmother T Shirts Clothes - AliExpress",
    "Women's Greatest Mother's Day - \"when God Made MOM and GRANDMA He Gave Me the Best One\" Fitted T-shirts. - Etsy Australia",
    "Grandma Life Shirt, Grandmother Heart Granny Mother's Day T-shirt | eBay",
    "Hallmark | Tops | Best Grandma Tshirt | Poshmark",
    "Best Grandma Ever Women Royal Blue T-Shirt, Female Large - Walmart.com",
    "Amazon.com: Best Safta Ever Hebrew Grandmother Jewish Grandmother Premium T-Shirt : Clothing, Shoes & Jewelry",
    "Granna Life es la mejor camisa de granna de la vida para Granna regalos mejor idea de regalo para Granna cumplea\u00f1os regalo de Navidad - Etsy Espa\u00f1a",
    "Grandma T Shirt Women Best Grandma Ever Shirt Letter Print Short Sleeve Grandmother Tees Tops (Gray, Small) at Amazon Women's Clothing store",
    "Unisex T-Shirt Best Grandma Ever [#2101] | eBay",
    "Grandma Life is the Best Life Shirt, Christmas Gift for Grandma, Grandma Shirt, Grandma T-shirt, New Grandma Shirt, Pregnancy Announcement - Etsy",
    "Custom Best Granna Ever Shirt, Granna Gifts, Mothers Day Gift for Granna, Pregnancy Reveal, Grandmother Gifts, Personalized Gifts, Granna - Etsy Canada",
    "TEEDIY Custom Fall Grandma Shirt with Grandkid's Names - India | Ubuy",
    "Grandma Life is the Best Life Tshirt, Proud Grandma, Grammy, Gran, Memaw, Best Grandma Ever, New Grandma, Grandma, New Baby, Nana - Etsy",
    "Grandma Life Is The Best Life T-Shirt, Cute Grandmother Tee, Best Life Grandma | eBay Australia",
    "Grandma Life Is The Best Life T-Shirt \u2013 Brooke & Belle",
    "This is what the world's greatest grandma looks' Men's T-Shirt | Spreadshirt",
    "Worlds Best Grandma Shirt, Gift for Grandma, Shirt for Grandma, Best Grandma | eBay",
    "Amazon.com: Best Nana Ever Love T Shirt For Grandmother Grandma T-Shirt : Clothing, Shoes & Jewelry",
    "Grandma Life is the Best Life Grandma Gift Women's Pajama Set Grandma Life is the Best Life Grandma Gift Pajamas | CafePress",
    "Best Grandma Ever Nanna Gigi Nan Cute Women's Graphic T Shirt Tees Brisco Brands S - Walmart.com",
    "gbyLJF V Neck Tshirts Shirts for Women Sweatshirt Tunic Long Tunic Tops To Wear with Leggings Black Tunic Dark Gray M - Walmart.com",
    "So sieht der beste Opa der Welt aus T-Shirt : Amazon.de: Fashion",
    "Retired Grandkids Womens Red Great Grandma Mothers Day Tee T-Shirt - Walmart.com",
    "Best Grandma Ever - Etsy Canada",
    "Custom Best Granna Ever Shirt, Granna Gifts, Mothers Day Gift for Granna, Pregnancy Reveal, Grandmother Gifts, Personalized Gifts, Granna - Etsy",
    "Grandma Life is the Best Life Shirt, Christmas Gift for Grandma, Grandma Shirt, Grandma T-shirt, New Grandma Shirt, Pregnancy Announcement - Etsy",
    "Grandma Life Is The Best Life T-Shirt for Women | eBay",
    "best grandma print mens round crew neck short - Temu",
    "Amazon.com: Granna Women Granna Gifts For Grandma Birthday Long Sleeve T-Shirt : Clothing, Shoes & Jewelry"
  ],
  "created_at": "2025-12-01T18:05:32.903557"
}

Keyword Analysis

{
  "primary_keyword": "grandma life",
  "primary_keyword_confidence": 0.32,
  "raw_keywords": [
    "Womens Granna Life Is The Best Life Print Grandma Grandmother Gifts V-Neck T-Shirt : Clothing, Shoes & Jewelry - Amazon.com",
    "Grandma Life Is The Best Life Print for Grandma Gift T-Shirt - Walmart.com",
    "Babka Life Is The Best Life Print For Babka Grandma Gifts Unisex T-Shirt | Mazezy",
    "Grandma Life Is The Best Life Print for Grandma Gift Unisex T-Shirt | eBay",
    "Granna Life is the Best Life Granna Shirt for Granna Gifts Best Gift Idea for Granna Birthday Christmas Present - Etsy",
    "Love Grandmother Life Thanksgiving Ladies Tee - Seseable",
    "Granna Life is the Best Life Granna Shirt for Granna Gifts Best Gift Idea for Granna Birthday Christmas Present - Etsy",
    "Hibeli Women GRANDMA Life IS THE BEST LIFE Letter Print T-shirt Short Sleeves Graphic Tee Mother's Day Gift - Walmart.com",
    "Hibeli Women GRANDMA Life IS THE BEST LIFE Letter Print T-shirt Short Sleeves Graphic Tee Mother's Day Gift - Walmart Business Supplies",
    "Occasion awesome best ever Grandma T Shirt Gift celebration marriage lucky tee | eBay",
    "Personalized Grandma Life T-shirt: Grandkids Names, New Grandma Gift - Etsy Australia",
    "Grandma Life Shirt Grandma Gift for Grandma Nana Shirt Grandma Tshirt Mom Shirt Grandma Shirts Grandma Tee New Grandma With Grandkids Names - Etsy Canada",
    "Grandma Life is the Best Life Grandma Shirt for Grandma Gifts Best Gift Ideas for Grandma Birthday Christmas Present - Etsy",
    "Instant Message - Literally The Best Grandma Like Ever Gift for Grandma - Women's Short Sleeve Graphic T-Shirt - Walmart.com",
    "Gigi Like A Grandmother T Shirt Women Short Sleeve Funny Letter Tees Shirts Grandma Life Tops A Green at Amazon Women's Clothing store",
    "Handdrawn Grandma Svg Cut File, Grandmother Svg Cricut Cut Files Png for Shirts, Signs, Etc. Grandma Svg Easy Cut. - Etsy Australia",
    "Best Gma Ever - Etsy",
    "Gift for Her - Customizable Grandma Shirt - Grandma Shirt - Etsy",
    "Promoted to Granna Est 2025 Shirt, Granna 2025 Sweatshirt, Gift for Granna, Granna Shirt, New Granna Shirt, Idea Gift Christmas - Etsy",
    "Comfort Colors Best Granna Ever Shirt, Cool Grannas Club, Mother's Day Shirt, Best Grandma Shirt, Nana Shirt, Lala Shirt, Granna Tee, Granna - Etsy",
    "Obviously I'm Grandma's Favorite / Funny Grandma Favorite Gift Idea / GrandMother / Gift from Grandma / Heart Design Illustration\" Essential T-Shirt for Sale by Chamssou | Redbubble",
    "Best Grandma Ever T-Shirt Best Mom T Shirt Gift for New Grammy Cute Mothers Day Tee Funny Grandmother T Shirts Clothes - AliExpress",
    "Women's Greatest Mother's Day - \"when God Made MOM and GRANDMA He Gave Me the Best One\" Fitted T-shirts. - Etsy Australia",
    "Grandma Life Shirt, Grandmother Heart Granny Mother's Day T-shirt | eBay",
    "Hallmark | Tops | Best Grandma Tshirt | Poshmark",
    "Best Grandma Ever Women Royal Blue T-Shirt, Female Large - Walmart.com",
    "Amazon.com: Best Safta Ever Hebrew Grandmother Jewish Grandmother Premium T-Shirt : Clothing, Shoes & Jewelry",
    "Granna Life es la mejor camisa de granna de la vida para Granna regalos mejor idea de regalo para Granna cumplea\u00f1os regalo de Navidad - Etsy Espa\u00f1a",
    "Grandma T Shirt Women Best Grandma Ever Shirt Letter Print Short Sleeve Grandmother Tees Tops (Gray, Small) at Amazon Women's Clothing store",
    "Unisex T-Shirt Best Grandma Ever [#2101] | eBay",
    "Grandma Life is the Best Life Shirt, Christmas Gift for Grandma, Grandma Shirt, Grandma T-shirt, New Grandma Shirt, Pregnancy Announcement - Etsy",
    "Custom Best Granna Ever Shirt, Granna Gifts, Mothers Day Gift for Granna, Pregnancy Reveal, Grandmother Gifts, Personalized Gifts, Granna - Etsy Canada",
    "TEEDIY Custom Fall Grandma Shirt with Grandkid's Names - India | Ubuy",
    "Grandma Life is the Best Life Tshirt, Proud Grandma, Grammy, Gran, Memaw, Best Grandma Ever, New Grandma, Grandma, New Baby, Nana - Etsy",
    "Grandma Life Is The Best Life T-Shirt, Cute Grandmother Tee, Best Life Grandma | eBay Australia",
    "Grandma Life Is The Best Life T-Shirt \u2013 Brooke & Belle",
    "This is what the world's greatest grandma looks' Men's T-Shirt | Spreadshirt",
    "Worlds Best Grandma Shirt, Gift for Grandma, Shirt for Grandma, Best Grandma | eBay",
    "Amazon.com: Best Nana Ever Love T Shirt For Grandmother Grandma T-Shirt : Clothing, Shoes & Jewelry",
    "Grandma Life is the Best Life Grandma Gift Women's Pajama Set Grandma Life is the Best Life Grandma Gift Pajamas | CafePress",
    "Best Grandma Ever Nanna Gigi Nan Cute Women's Graphic T Shirt Tees Brisco Brands S - Walmart.com",
    "gbyLJF V Neck Tshirts Shirts for Women Sweatshirt Tunic Long Tunic Tops To Wear with Leggings Black Tunic Dark Gray M - Walmart.com",
    "So sieht der beste Opa der Welt aus T-Shirt : Amazon.de: Fashion",
    "Retired Grandkids Womens Red Great Grandma Mothers Day Tee T-Shirt - Walmart.com",
    "Best Grandma Ever - Etsy Canada",
    "Custom Best Granna Ever Shirt, Granna Gifts, Mothers Day Gift for Granna, Pregnancy Reveal, Grandmother Gifts, Personalized Gifts, Granna - Etsy",
    "Grandma Life is the Best Life Shirt, Christmas Gift for Grandma, Grandma Shirt, Grandma T-shirt, New Grandma Shirt, Pregnancy Announcement - Etsy",
    "Grandma Life Is The Best Life T-Shirt for Women | eBay",
    "best grandma print mens round crew neck short - Temu",
    "Amazon.com: Granna Women Granna Gifts For Grandma Birthday Long Sleeve T-Shirt : Clothing, Shoes & Jewelry"
  ],
  "filtered_keywords": [
    "grandmother gifts",
    "grandma gift",
    "best grandma"
  ],
  "created_at": "2025-12-01T18:05:39.189367"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "grandma life story book",
    "grandma life is the best life",
    "grandma life in pieces",
    "grandma life quotes",
    "grandma lifestyle",
    "grandma life book",
    "grandma life shirt",
    "grandma life story",
    "grandma life story journal",
    "grandma's life hacks",
    "grandma life journal",
    "grandma life sweatshirt",
    "grandma life alert",
    "grandma life t shirt",
    "grandma life is good"
  ],
  "created_at": "2025-12-01T18:05:57.889333"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 65.25,
    "peak_interest": 100.0,
    "current_interest": 78.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      12,
      9,
      11
    ],
    "seasonal_pattern": null,
    "created_at": "2025-12-01T18:05:57.895191",
    "related_queries": [
      {
        "type": "top",
        "query": "grandma life is the best life",
        "value": 100
      },
      {
        "type": "top",
        "query": "life is good",
        "value": 61
      },
      {
        "type": "top",
        "query": "book of life",
        "value": 39
      },
      {
        "type": "top",
        "query": "the book of life",
        "value": 30
      },
      {
        "type": "top",
        "query": "the life list",
        "value": 22
      },
      {
        "type": "top",
        "query": "grandma gift",
        "value": 19
      },
      {
        "type": "top",
        "query": "grandma gifts",
        "value": 18
      },
      {
        "type": "top",
        "query": "tell me your life story grandma",
        "value": 17
      },
      {
        "type": "top",
        "query": "gifts for grandma",
        "value": 16
      },
      {
        "type": "top",
        "query": "you are visiting your grandmother and notice that she is eating a balanced diet, taking vitamins, getting the proper amount of sleep and is not overweight. despite her healthy lifestyle, she appears run down and tired. you realize that it's due to her lack of physical activity. write a convincing letter to your grandma explaining the benefits of participating in regular physical activity.",
        "value": 16
      },
      {
        "type": "rising",
        "query": "coco grandma",
        "value": 68150
      },
      {
        "type": "rising",
        "query": "when life gives you tangerines",
        "value": 62100
      },
      {
        "type": "rising",
        "query": "natural life",
        "value": 50
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/04nr2",
        "topic_type": "Topic",
        "topic_title": "Life"
      },
      {
        "type": "top",
        "value": 73,
        "topic_id": "/m/03c866",
        "topic_type": "Topic",
        "topic_title": "Grandparent"
      },
      {
        "type": "top",
        "value": 54,
        "topic_id": "/m/0294j",
        "topic_type": "Topic",
        "topic_title": "Death"
      },
      {
        "type": "top",
        "value": 50,
        "topic_id": "/m/0lbxz",
        "topic_type": "Topic",
        "topic_title": "Mother"
      },
      {
        "type": "top",
        "value": 37,
        "topic_id": "/m/09dhj",
        "topic_type": "Topic",
        "topic_title": "Family"
      },
      {
        "type": "top",
        "value": 36,
        "topic_id": "/m/03k6m_",
        "topic_type": "Linguistics",
        "topic_title": "Sentence"
      },
      {
        "type": "top",
        "value": 27,
        "topic_id": "/m/01lyjl",
        "topic_type": "Literary genre",
        "topic_title": "Narrative"
      },
      {
        "type": "top",
        "value": 26,
        "topic_id": "/g/11spgy0dz3",
        "topic_type": "Topic",
        "topic_title": "succeeding"
      },
      {
        "type": "top",
        "value": 26,
        "topic_id": "/m/01g317",
        "topic_type": "Topic",
        "topic_title": "Person"
      },
      {
        "type": "top",
        "value": 25,
        "topic_id": "/m/0lbz9",
        "topic_type": "Topic",
        "topic_title": "Parent"
      },
      {
        "type": "rising",
        "value": 124700,
        "topic_id": "/m/01k48l",
        "topic_type": "Topic",
        "topic_title": "Description"
      },
      {
        "type": "rising",
        "value": 102750,
        "topic_id": "/m/01t6b",
        "topic_type": "Programming language",
        "topic_title": "C"
      },
      {
        "type": "rising",
        "value": 88800,
        "topic_id": "/g/11kb5750m4",
        "topic_type": "Television series",
        "topic_title": "When Life Gives You Tangerines"
      },
      {
        "type": "rising",
        "value": 500,
        "topic_id": "/g/11t57l0d1t",
        "topic_type": "Drama series",
        "topic_title": "My Life with the Walter Boys"
      },
      {
        "type": "rising",
        "value": 160,
        "topic_id": "/g/11svrkkyz8",
        "topic_type": "2024 film",
        "topic_title": "How To Make Millions Before Grandma Dies"
      },
      {
        "type": "rising",
        "value": 100,
        "topic_id": "/g/11lcmyxpxd",
        "topic_type": "Topic",
        "topic_title": "Invested"
      },
      {
        "type": "rising",
        "value": 90,
        "topic_id": "/g/11ryz3dn2g",
        "topic_type": "Topic",
        "topic_title": "just"
      },
      {
        "type": "rising",
        "value": 70,
        "topic_id": "/m/0m123",
        "topic_type": "American drama series",
        "topic_title": "The Waltons"
      },
      {
        "type": "rising",
        "value": 60,
        "topic_id": "/g/11rhr01qpj",
        "topic_type": "Topic",
        "topic_title": "found"
      },
      {
        "type": "rising",
        "value": 60,
        "topic_id": "/m/01lhf",
        "topic_type": "Topic",
        "topic_title": "Communication"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 53.8,
    "peak_interest": 100.0,
    "current_interest": 78.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2025-12-01T18:05:57.897453",
    "evergreen_status": "trending_up",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
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            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioMZ3JhbmRtYSBsaWZlMhMIBhIHT24gc2FsZRgCIgRKAhgBWIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+sale&shoprs=CAESBEoCGAEYBioMZ3JhbmRtYSBsaWZlMhMIBhIHT24gc2FsZRgCIgRKAhgBWIHzIGAC"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoMZ3JhbmRtYSBsaWZlMgwIAxIGTmVhcmJ5GAJYgfMgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+nearby&shoprs=CAEYAyoMZ3JhbmRtYSBsaWZlMgwIAxIGTmVhcmJ5GAJYgfMgYAI"
          },
          {
            "text": "Get it fast",
            "shoprs": "CAESDZoBCgoIEAM4AUAESAEYFCoMZ3JhbmRtYSBsaWZlMiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUAESAEqBBABGAFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life&shoprs=CAESDZoBCgoIEAM4AUAESAEYFCoMZ3JhbmRtYSBsaWZlMiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUAESAEqBBABGAFgAg"
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          {
            "text": "New",
            "shoprs": "CAEYCioMZ3JhbmRtYSBsaWZlMgcIChIDTmV3WIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+grandma+life&shoprs=CAEYCioMZ3JhbmRtYSBsaWZlMgcIChIDTmV3WIHzIGAC"
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        ],
        "input_type": "link_with_icon"
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      {
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            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMgkICRIFQm9va3NgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=books+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMgkICRIFQm9va3NgAg"
          },
          {
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            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMhEICRINU2hpcnRzICYgVG9wc2AC",
            "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+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMhEICRINU2hpcnRzICYgVG9wc2AC"
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          {
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            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=decorative+signs+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMhQICRIQRGVjb3JhdGl2ZSBTaWduc2AC"
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          {
            "text": "Mugs",
            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMggICRIETXVnc2AC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=mugs+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMggICRIETXVnc2AC"
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        ],
        "input_type": "link"
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      {
        "type": "Department",
        "options": [
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            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHV29tZW4nczoKCICjPhCCoz4wBViB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=women%27s+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHV29tZW4nczoKCICjPhCCoz4wBViB8yBgAg"
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          {
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            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFTWVuJ3M6CgiAoz4QgaM-MAVYgfMgYAI",
            "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+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFTWVuJ3M6CgiAoz4QgaM-MAVYgfMgYAI"
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            "text": "Kids'",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFS2lkcyc6CgiAoz4QhKM-MAVYgfMgYAI",
            "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+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFS2lkcyc6CgiAoz4QhKM-MAVYgfMgYAI"
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            "text": "Unisex",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhYIARIGVW5pc2V4OgoIgKM-EIOjPjAFWIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=unisex+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhYIARIGVW5pc2V4OgoIgKM-EIOjPjAFWIHzIGAC"
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        ],
        "input_type": "checkbox"
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        "type": "Style",
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            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHVC1zaGlydDoKCPX-OBD7_jgwAliB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=t-shirt+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHVC1zaGlydDoKCPX-OBD7_jgwAliB8yBgAg"
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          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhoIARIKU3dlYXRzaGlydDoKCPX-OBD8_jgwAliB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=sweatshirt+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhoIARIKU3dlYXRzaGlydDoKCPX-OBD8_jgwAliB8yBgAg"
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          {
            "text": "Tank Top",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhgIARIIVGFuayBUb3A6Cgj1_jgQuoQ5MAJYgfMgYAI",
            "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+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhgIARIIVGFuayBUb3A6Cgj1_jgQuoQ5MAJYgfMgYAI"
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        ],
        "input_type": "checkbox"
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        "type": "Genre",
        "options": [
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            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJYgfMgYAI",
            "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+books+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJYgfMgYAI"
          },
          {
            "text": "Family Relationship",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMiMIARITRmFtaWx5IFJlbGF0aW9uc2hpcDoKCM6pOhDeqTowAliB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=family+relationship+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMiMIARITRmFtaWx5IFJlbGF0aW9uc2hpcDoKCM6pOhDeqTowAliB8yBgAg"
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        ],
        "input_type": "checkbox"
      },
      {
        "type": "Price",
        "options": [
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            "shoprs": "CAESDRILEQAAAADQEmNBGAEYBSoMZ3JhbmRtYSBsaWZlMiIIBRIJVW5kZXIgJDEwGAIiDRILEQAAAADQEmNBGAEqAhgBWIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+under+%2410&shoprs=CAESDRILEQAAAADQEmNBGAEYBSoMZ3JhbmRtYSBsaWZlMiIIBRIJVW5kZXIgJDEwGAIiDRILEQAAAADQEmNBGAEqAhgBWIHzIGAC"
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          {
            "text": "$10 - $20",
            "shoprs": "CAESFhIUCQAAAADQEmNBEQAAAADQEnNBGAEYBSoMZ3JhbmRtYSBsaWZlMisIBRIJJDEwIC0gJDIwGAIiFhIUCQAAAADQEmNBEQAAAADQEnNBGAEqAhgBWIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+between+%2410+and+%2420&shoprs=CAESFhIUCQAAAADQEmNBEQAAAADQEnNBGAEYBSoMZ3JhbmRtYSBsaWZlMisIBRIJJDEwIC0gJDIwGAIiFhIUCQAAAADQEmNBEQAAAADQEnNBGAEqAhgBWIHzIGAC"
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            "text": "Over $20",
            "shoprs": "CAESDRILCQAAAADQEnNBGAEYBSoMZ3JhbmRtYSBsaWZlMiEIBRIIT3ZlciAkMjAYAiINEgsJAAAAANASc0EYASoCGAFYgfMgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+over+%2420&shoprs=CAESDRILCQAAAADQEnNBGAEYBSoMZ3JhbmRtYSBsaWZlMiEIBRIIT3ZlciAkMjAYAiINEgsJAAAAANASc0EYASoCGAFYgfMgYAI"
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        "input_type": "price_range"
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        "type": "Stores",
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            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMg8IAhILVGlrVG9rIFNob3BYgfMgYAI",
            "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+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMg8IAhILVGlrVG9rIFNob3BYgfMgYAI"
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          {
            "text": "Etsy",
            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIERXRzeViB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=etsy+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIERXRzeViB8yBgAg"
          },
          {
            "text": "Walmart",
            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMgsIAhIHV2FsbWFydFiB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=walmart+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMgsIAhIHV2FsbWFydFiB8yBgAg"
          },
          {
            "text": "eBay",
            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIEZUJheViB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ebay+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIEZUJheViB8yBgAg"
          }
        ],
        "input_type": "link"
      },
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        "type": "Free shipping",
        "options": [
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            "text": "Free shipping",
            "shoprs": "CAESBFICEAEYGSoMZ3JhbmRtYSBsaWZlMhcIGRINRnJlZSBzaGlwcGluZyIEUgIQAWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+free+shipping&shoprs=CAESBFICEAEYGSoMZ3JhbmRtYSBsaWZlMhcIGRINRnJlZSBzaGlwcGluZyIEUgIQAWAC"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Brand",
        "options": [
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            "text": "The Pink Poppy Club",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMiUIARITVGhlIFBpbmsgUG9wcHkgQ2x1YjoMCIPzPBCwoZzLBTABWIHzIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=the+pink+poppy+club+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMiUIARITVGhlIFBpbmsgUG9wcHkgQ2x1YjoMCIPzPBCwoZzLBTABWIHzIGAC"
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          {
            "text": "Agate",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIFQWdhdGU6DAiD8zwQ9Nr93QMwAViB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=agate+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIFQWdhdGU6DAiD8zwQ9Nr93QMwAViB8yBgAg"
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          {
            "text": "BELLA+CANVAS",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMh0IARIMQkVMTEErQ0FOVkFTOgsIg_M8EPbuoAEwAViB8yBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bella%2Bcanvas+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMh0IARIMQkVMTEErQ0FOVkFTOgsIg_M8EPbuoAEwAViB8yBgAg"
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          {
            "text": "Peachy Sunday",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMh4IARINUGVhY2h5IFN1bmRheToLCIPzPBD--ckCMAFYgfMgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=peachy+sunday+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMh4IARINUGVhY2h5IFN1bmRheToLCIPzPBD--ckCMAFYgfMgYAI"
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        ],
        "input_type": "checkbox"
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        "type": "Carousel Filters",
        "options": [
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            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMgkICRIFQm9va3NgAQ",
            "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=books+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMgkICRIFQm9va3NgAQ"
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          {
            "text": "Women's",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHV29tZW4nczoKCICjPhCCoz4wBViB8yBgAQ",
            "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=women%27s+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHV29tZW4nczoKCICjPhCCoz4wBViB8yBgAQ"
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          {
            "text": "Shirts & Tops",
            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMhEICRINU2hpcnRzICYgVG9wc2AB",
            "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+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMhEICRINU2hpcnRzICYgVG9wc2AB"
          },
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioMZ3JhbmRtYSBsaWZlMhMIBhIHT24gc2FsZRgCIgRKAhgBWIHzIGAB",
            "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=grandma+life+sale&shoprs=CAESBEoCGAEYBioMZ3JhbmRtYSBsaWZlMhMIBhIHT24gc2FsZRgCIgRKAhgBWIHzIGAB"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoMZ3JhbmRtYSBsaWZlMgwIAxIGTmVhcmJ5GAJYgfMgYAE",
            "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=grandma+life+nearby&shoprs=CAEYAyoMZ3JhbmRtYSBsaWZlMgwIAxIGTmVhcmJ5GAJYgfMgYAE"
          },
          {
            "text": "T-shirt",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHVC1zaGlydDoKCPX-OBD7_jgwAliB8yBgAQ",
            "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=t-shirt+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhcIARIHVC1zaGlydDoKCPX-OBD7_jgwAliB8yBgAQ"
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          {
            "text": "Decorative Signs",
            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMhQICRIQRGVjb3JhdGl2ZSBTaWduc2AB",
            "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=decorative+signs+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMhQICRIQRGVjb3JhdGl2ZSBTaWduc2AB"
          },
          {
            "text": "Get it fast",
            "shoprs": "CAESDZoBCgoIEAM4AUAESAEYFCoMZ3JhbmRtYSBsaWZlMiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUAESAEqBBABGAFgAQ",
            "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=grandma+life&shoprs=CAESDZoBCgoIEAM4AUAESAEYFCoMZ3JhbmRtYSBsaWZlMiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUAESAEqBBABGAFgAQ"
          },
          {
            "text": "Men's",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFTWVuJ3M6CgiAoz4QgaM-MAVYgfMgYAE",
            "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=men%27s+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFTWVuJ3M6CgiAoz4QgaM-MAVYgfMgYAE"
          },
          {
            "text": "Mugs",
            "shoprs": "CAEYCSoMZ3JhbmRtYSBsaWZlMggICRIETXVnc2AB",
            "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=mugs+grandma+life&shoprs=CAEYCSoMZ3JhbmRtYSBsaWZlMggICRIETXVnc2AB"
          },
          {
            "text": "Kids' Books",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJYgfMgYAE",
            "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+books+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJYgfMgYAE"
          },
          {
            "text": "Kids'",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFS2lkcyc6CgiAoz4QhKM-MAVYgfMgYAE",
            "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+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhUIARIFS2lkcyc6CgiAoz4QhKM-MAVYgfMgYAE"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioMZ3JhbmRtYSBsaWZlMgcIChIDTmV3WIHzIGAB",
            "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=new+grandma+life&shoprs=CAEYCioMZ3JhbmRtYSBsaWZlMgcIChIDTmV3WIHzIGAB"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioMZ3JhbmRtYSBsaWZlMggIChIEVXNlZFiB8yBgAQ",
            "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=used+grandma+life&shoprs=CAEYCioMZ3JhbmRtYSBsaWZlMggIChIEVXNlZFiB8yBgAQ"
          },
          {
            "text": "Under $10",
            "shoprs": "CAESDRILEQAAAADQEmNBGAEYBSoMZ3JhbmRtYSBsaWZlMiIIBRIJVW5kZXIgJDEwGAIiDRILEQAAAADQEmNBGAEqAhgBWIHzIGAB",
            "input_type": "price_range",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=grandma+life+under+%2410&shoprs=CAESDRILEQAAAADQEmNBGAEYBSoMZ3JhbmRtYSBsaWZlMiIIBRIJVW5kZXIgJDEwGAIiDRILEQAAAADQEmNBGAEqAhgBWIHzIGAB"
          },
          {
            "text": "Family Relationship",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMiMIARITRmFtaWx5IFJlbGF0aW9uc2hpcDoKCM6pOhDeqTowAliB8yBgAQ",
            "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=family+relationship+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMiMIARITRmFtaWx5IFJlbGF0aW9uc2hpcDoKCM6pOhDeqTowAliB8yBgAQ"
          },
          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoMZ3JhbmRtYSBsaWZlMhoIARIKU3dlYXRzaGlydDoKCPX-OBD8_jgwAliB8yBgAQ",
            "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=sweatshirt+grandma+life&shoprs=CAEYASoMZ3JhbmRtYSBsaWZlMhoIARIKU3dlYXRzaGlydDoKCPX-OBD8_jgwAliB8yBgAQ"
          },
          {
            "text": "TikTok Shop",
            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMg8IAhILVGlrVG9rIFNob3BYgfMgYAE",
            "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=tiktok+shop+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMg8IAhILVGlrVG9rIFNob3BYgfMgYAE"
          },
          {
            "text": "Etsy",
            "shoprs": "CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIERXRzeViB8yBgAQ",
            "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+grandma+life&shoprs=CAEYAioMZ3JhbmRtYSBsaWZlMggIAhIERXRzeViB8yBgAQ"
          },
          {
            "text": "Walmart",
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}

Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The term 'Granna' indicates a grandparent, targeting an adult demographic",
  "primary_gender": "women",
  "gender_confidence": 0.95,
  "gender_reasoning": "The term 'Granna' is typically used for grandmothers, targeting women",
  "target_personas": [
    "Grandmothers",
    "Gift buyers for grandmothers",
    "Family members celebrating grandparents"
  ],
  "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 contains the text 'Granna Life is the Best Life' with decorative arrows and flourishes. This phrase celebrates being a grandmother and is universally applicable without reference to any specific year, holiday, or event. The theme is centered around family and appreciation for grandmothers, making it always relevant.\n\nSEASONALITY: Without specific trends data, the design's content suggests a consistent appeal to those looking to celebrate grandmothers. It is not tied to any particular season or holiday, making it suitable for year-round promotion.",
  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": "2025-12-01T12:06:10.490060"
}

Listing Content

{
  "titles": {
    "ebay_80": "Granna Life is the Best Life - Perfect Gift for Grandmothers",
    "primary": "Granna Life is the Best Life - Celebrate Grandma Life",
    "etsy_140": "Granna Life is the Best Life - Heartfelt Gift for Grandmothers",
    "amazon_200": "Granna Life is the Best Life T-Shirt - Celebrate Grandma Life with This Heartfelt Tee",
    "shopify_70": "Granna Life is the Best Life - Perfect Gift"
  },
  "descriptions": {
    "seo_optimized": "Celebrate the joy of being a grandmother with this 'Granna Life is the Best Life' t-shirt. Perfect for grandmothers who cherish their role, this tee makes a thoughtful gift. Featuring a charming design, it's ideal for everyday wear. Keywords: grandma life, grandmother gifts, best grandma.",
    "short_summary": "Celebrate being a grandmother with this 'Granna Life is the Best Life' tee."
  },
  "bullet_points": [
    "Charming 'Granna Life is the Best Life' design",
    "Perfect gift for grandmothers",
    "Available in multiple colors: Navy, Asphalt, Dark Grey Heather, True Royal, Forest",
    "Made with quality materials for comfort and durability",
    "Ideal for birthdays, Mother's Day, or just because"
  ],
  "keywords": {
    "primary": [
      "grandma life",
      "grandma life story book",
      "grandma life is the best life",
      "grandma life quotes",
      "grandma lifestyle"
    ],
    "etsy_tags": [
      "grandma life",
      "grandma life is the best life",
      "grandmother gifts",
      "grandma gift",
      "best grandma",
      "grandma life quotes",
      "grandma lifestyle",
      "grandma life shirt",
      "gift for grandma",
      "granna life",
      "granna life is the best life",
      "grandma life apparel"
    ],
    "secondary": [
      "grandmother gifts",
      "grandma gift",
      "best grandma",
      "grandma life shirt",
      "grandma life story"
    ]
  },
  "item_specifics": {
    "style": "Casual|Cute",
    "theme": [
      "Grandma Life"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Gift"
    ]
  },
  "created_at": "2025-12-01T18:07:21.582092-06:00",
  "updated_at": "2025-12-01T18:07:21.582092-06:00"
}

Recommendations (first 5)

[
  {
    "product_type": "t-shirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.8,
    "reasoning": "38/59 POD products are t-shirts. Validated by autocomplete search patterns for 'grandma life shirt'.",
    "suggested_price_min": 22.5,
    "suggested_price_max": 27.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#36454f",
        "reasoning": "Dark background provides strong contrast, enhancing readability.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#a9a9a9",
        "reasoning": "Offers a balanced contrast that highlights the design well.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, making the white text pop effectively.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#228b22",
        "reasoning": "Rich color that provides excellent contrast with the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8a2be2",
        "reasoning": "Deep color enhances the design's visibility and appeal.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#ff6347",
        "reasoning": "Strong contrast and vibrant color make the design stand out.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright color with good contrast, enhancing readability.",
        "color_name": "Heather Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#c41e3a",
        "reasoning": "Bold color that provides a strong contrast with the design.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#800080",
        "reasoning": "Dark and vibrant, making the design highly readable.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: GPT-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,November,December",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 1,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak shopping periods and gift-giving seasons.",
        "best_months": [
          "September",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized gifts, while Amazon and Redbubble offer broad reach and diverse product offerings.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2025-12-01T18:08:17.136526"
  },
  {
    "product_type": "sweatshirt",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "7/59 POD products are sweatshirts, making them a viable option for cooler months.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#36454f",
        "reasoning": "Dark background provides strong contrast, enhancing readability.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#a9a9a9",
        "reasoning": "Offers a balanced contrast that highlights the design well.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, making the white text pop effectively.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#228b22",
        "reasoning": "Rich color that provides excellent contrast with the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8a2be2",
        "reasoning": "Deep color enhances the design's visibility and appeal.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#ff6347",
        "reasoning": "Strong contrast and vibrant color make the design stand out.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright color with good contrast, enhancing readability.",
        "color_name": "Heather Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#c41e3a",
        "reasoning": "Bold color that provides a strong contrast with the design.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#800080",
        "reasoning": "Dark and vibrant, making the design highly readable.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: GPT-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak shopping periods and gift-giving seasons.",
        "best_months": [
          "September",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized gifts, while Amazon and Redbubble offer broad reach and diverse product offerings.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2025-12-01T18:08:17.136526"
  },
  {
    "product_type": "tote bag",
    "recommendation_tier": "consider",
    "confidence_score": 0.07,
    "reasoning": "4/59 POD products are tote bags, offering a practical gift option for grandmas.",
    "suggested_price_min": 18.0,
    "suggested_price_max": 22.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#36454f",
        "reasoning": "Dark background provides strong contrast, enhancing readability.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#a9a9a9",
        "reasoning": "Offers a balanced contrast that highlights the design well.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, making the white text pop effectively.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#228b22",
        "reasoning": "Rich color that provides excellent contrast with the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8a2be2",
        "reasoning": "Deep color enhances the design's visibility and appeal.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#ff6347",
        "reasoning": "Strong contrast and vibrant color make the design stand out.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright color with good contrast, enhancing readability.",
        "color_name": "Heather Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#c41e3a",
        "reasoning": "Bold color that provides a strong contrast with the design.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#800080",
        "reasoning": "Dark and vibrant, making the design highly readable.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: GPT-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak shopping periods and gift-giving seasons.",
        "best_months": [
          "September",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized gifts, while Amazon and Redbubble offer broad reach and diverse product offerings.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2025-12-01T18:08:17.136526"
  },
  {
    "product_type": "mug",
    "recommendation_tier": "consider",
    "confidence_score": 0.06,
    "reasoning": "3/59 POD products are mugs, a classic gift item for grandmas.",
    "suggested_price_min": 21.6,
    "suggested_price_max": 26.4,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#36454f",
        "reasoning": "Dark background provides strong contrast, enhancing readability.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#a9a9a9",
        "reasoning": "Offers a balanced contrast that highlights the design well.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, making the white text pop effectively.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#228b22",
        "reasoning": "Rich color that provides excellent contrast with the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8a2be2",
        "reasoning": "Deep color enhances the design's visibility and appeal.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#ff6347",
        "reasoning": "Strong contrast and vibrant color make the design stand out.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright color with good contrast, enhancing readability.",
        "color_name": "Heather Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#c41e3a",
        "reasoning": "Bold color that provides a strong contrast with the design.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#800080",
        "reasoning": "Dark and vibrant, making the design highly readable.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: GPT-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak shopping periods and gift-giving seasons.",
        "best_months": [
          "September",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized gifts, while Amazon and Redbubble offer broad reach and diverse product offerings.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2025-12-01T18:08:17.136526"
  },
  {
    "product_type": "tumbler",
    "recommendation_tier": "consider",
    "confidence_score": 0.06,
    "reasoning": "3/59 POD products are tumblers, suitable for grandmas who enjoy beverages on the go.",
    "suggested_price_min": 25.2,
    "suggested_price_max": 30.8,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#36454f",
        "reasoning": "Dark background provides strong contrast, enhancing readability.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#a9a9a9",
        "reasoning": "Offers a balanced contrast that highlights the design well.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, making the white text pop effectively.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#228b22",
        "reasoning": "Rich color that provides excellent contrast with the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8a2be2",
        "reasoning": "Deep color enhances the design's visibility and appeal.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#ff6347",
        "reasoning": "Strong contrast and vibrant color make the design stand out.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright color with good contrast, enhancing readability.",
        "color_name": "Heather Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#c41e3a",
        "reasoning": "Bold color that provides a strong contrast with the design.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#800080",
        "reasoning": "Dark and vibrant, making the design highly readable.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: GPT-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak shopping periods and gift-giving seasons.",
        "best_months": [
          "September",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized gifts, while Amazon and Redbubble offer broad reach and diverse product offerings.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2025-12-01T18:08:17.136526"
  }
]