🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (18)

👥 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 (8 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 18,
  "product_titles": [
    "Air Force Veterans Make The Best Dads by Lemo Boy",
    "Proud Air Force Dad I Raised Mine Men's T-shirt Back Print - Seseable",
    "Proud Air Force Dad Shirt T-Shirt | Seseable UK",
    "Air Force Proud Dad Premium T-shirt - Designed by tahir143",
    "My Hero Is In The Air Force I Call Him My Dad Men's Crewneck Short Sleeve Back Print T-shirt | Mazezy",
    "Custom My Hero is in the Air Force I Call Him My Son, USAF Military Family Matching Shirts, Air Force Family Shirts, Proud US Air Force Mom - Etsy",
    "Air Force Proud Dad Women's T-Shirt - Designed by tahir143",
    "Air Force Mom Airman Mom- Love My Airman\" Essential T-Shirt for Sale by FunnyGiftTees | Redbubble",
    "Proud Air Force Aunt Mens Back Print T-shirt - Thegiftio UK",
    "I Am A Air Force Mom Texting And Calling Everyday T-Shirt Made in USA S to 5XL | eBay",
    "Amazon.com: Air Force Mom T-shirt : Clothing, Shoes & Jewelry",
    "Proud Air Force Dad T Shirt T-Shirt Unisex - Designed by zoka",
    "Air force veteran son \" Greeting Card for Sale by aryagiri | Redbubble",
    "US Military Proud Air Force Mom - Proud Mom Of an Air Force Veteran- Airman Mom Gift\" Essential T-Shirt for Sale by FunnyGiftTees | Redbubble",
    "Air Force Mom Airplane Army Plane Team Hero T-Shirt Tee Gift New | eBay",
    "Port & Co. T-Shirt Womens Size XXL Black \"Air Force Mom\" Short Sleeve Cotton | eBay",
    "Air Force Mom Mom Most People Never Meet Their T-Shirt Made in USA Size S to 5XL | eBay",
    "Air Force Gifts Proud Air Force Mom Sweatshirt - Military Family Apparel Gift For Airman Parents Air Force Mom Shirt"
  ],
  "created_at": "2025-12-05T07:35:45.600592"
}

Keyword Analysis

{
  "primary_keyword": "air force mom",
  "primary_keyword_confidence": 0.5,
  "raw_keywords": [
    "Air Force Veterans Make The Best Dads by Lemo Boy",
    "Proud Air Force Dad I Raised Mine Men's T-shirt Back Print - Seseable",
    "Proud Air Force Dad Shirt T-Shirt | Seseable UK",
    "Air Force Proud Dad Premium T-shirt - Designed by tahir143",
    "My Hero Is In The Air Force I Call Him My Dad Men's Crewneck Short Sleeve Back Print T-shirt | Mazezy",
    "Custom My Hero is in the Air Force I Call Him My Son, USAF Military Family Matching Shirts, Air Force Family Shirts, Proud US Air Force Mom - Etsy",
    "Air Force Proud Dad Women's T-Shirt - Designed by tahir143",
    "Air Force Mom Airman Mom- Love My Airman\" Essential T-Shirt for Sale by FunnyGiftTees | Redbubble",
    "Proud Air Force Aunt Mens Back Print T-shirt - Thegiftio UK",
    "I Am A Air Force Mom Texting And Calling Everyday T-Shirt Made in USA S to 5XL | eBay",
    "Amazon.com: Air Force Mom T-shirt : Clothing, Shoes & Jewelry",
    "Proud Air Force Dad T Shirt T-Shirt Unisex - Designed by zoka",
    "Air force veteran son \" Greeting Card for Sale by aryagiri | Redbubble",
    "US Military Proud Air Force Mom - Proud Mom Of an Air Force Veteran- Airman Mom Gift\" Essential T-Shirt for Sale by FunnyGiftTees | Redbubble",
    "Air Force Mom Airplane Army Plane Team Hero T-Shirt Tee Gift New | eBay",
    "Port & Co. T-Shirt Womens Size XXL Black \"Air Force Mom\" Short Sleeve Cotton | eBay",
    "Air Force Mom Mom Most People Never Meet Their T-Shirt Made in USA Size S to 5XL | eBay",
    "Air Force Gifts Proud Air Force Mom Sweatshirt - Military Family Apparel Gift For Airman Parents Air Force Mom Shirt"
  ],
  "filtered_keywords": [],
  "created_at": "2025-12-05T07:35:49.315979"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "air force mom shirt",
    "air force mom sweatshirt",
    "air force mom hoodie",
    "air force mom license plate frame",
    "air force mom tattoo",
    "air force moms support group",
    "air force mom svg",
    "air force mom prayer",
    "air force mom quotes",
    "air force moms bmt",
    "air force mom meme",
    "air force mom tattoo ideas",
    "air force moms facebook",
    "air force mom website",
    "air force momento"
  ],
  "created_at": "2025-12-05T07:36:39.837553"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 45.5,
    "peak_interest": 100.0,
    "current_interest": 46.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      9,
      1,
      11
    ],
    "seasonal_pattern": null,
    "created_at": "2025-12-05T07:36:39.842117",
    "related_queries": [
      {
        "type": "top",
        "query": "proud air force mom",
        "value": 100
      },
      {
        "type": "top",
        "query": "air force mom shirt",
        "value": 81
      },
      {
        "type": "top",
        "query": "nike air force 1",
        "value": 68
      },
      {
        "type": "top",
        "query": "air force mom gifts",
        "value": 59
      },
      {
        "type": "top",
        "query": "air force academy mom and dad",
        "value": 48
      },
      {
        "type": "top",
        "query": "mom jeans",
        "value": 43
      },
      {
        "type": "top",
        "query": "air forces",
        "value": 34
      },
      {
        "type": "top",
        "query": "black air force 1",
        "value": 30
      },
      {
        "type": "rising",
        "query": "air force academy mom and dad",
        "value": 550
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/0lbxz",
        "topic_type": "Topic",
        "topic_title": "Mother"
      },
      {
        "type": "top",
        "value": 92,
        "topic_id": "/m/013m1",
        "topic_type": "Topic",
        "topic_title": "Air force"
      },
      {
        "type": "top",
        "value": 19,
        "topic_id": "/g/11bc5b23dx",
        "topic_type": "Shoes",
        "topic_title": "Nike Air Force 1"
      },
      {
        "type": "top",
        "value": 16,
        "topic_id": "/m/0lbxg",
        "topic_type": "Topic",
        "topic_title": "Father"
      },
      {
        "type": "top",
        "value": 13,
        "topic_id": "/m/028r45",
        "topic_type": "Shoes",
        "topic_title": "Nike Air Force"
      },
      {
        "type": "top",
        "value": 13,
        "topic_id": "/m/01h6rj",
        "topic_type": "Topic",
        "topic_title": "Armed forces"
      },
      {
        "type": "top",
        "value": 11,
        "topic_id": "/g/11b7cjscrt",
        "topic_type": "Topic",
        "topic_title": "Us Air Force"
      },
      {
        "type": "top",
        "value": 11,
        "topic_id": "/m/013s93",
        "topic_type": "Clothing",
        "topic_title": "T-shirt"
      },
      {
        "type": "top",
        "value": 10,
        "topic_id": "/m/02rjqfl",
        "topic_type": "Armed forces",
        "topic_title": "United States Air Force"
      },
      {
        "type": "top",
        "value": 10,
        "topic_id": "/m/01n4qj",
        "topic_type": "Garment",
        "topic_title": "Shirt"
      },
      {
        "type": "rising",
        "value": 120,
        "topic_id": "/m/0lbxg",
        "topic_type": "Topic",
        "topic_title": "Father"
      },
      {
        "type": "rising",
        "value": 90,
        "topic_id": "/m/0k9wp",
        "topic_type": "Academy in Colorado Springs, Colorado",
        "topic_title": "United States Air Force Academy"
      },
      {
        "type": "rising",
        "value": 80,
        "topic_id": "/m/02yc2",
        "topic_type": "Topic",
        "topic_title": "Force"
      },
      {
        "type": "rising",
        "value": 50,
        "topic_id": "/m/09dhj",
        "topic_type": "Topic",
        "topic_title": "Family"
      },
      {
        "type": "rising",
        "value": 40,
        "topic_id": "/m/0lbz9",
        "topic_type": "Topic",
        "topic_title": "Parent"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 16.06,
    "peak_interest": 100.0,
    "current_interest": 15.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2025-12-05T07:36:39.843115",
    "evergreen_status": "stable",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioNYWlyIGZvcmNlIG1vbTITCAYSB09uIHNhbGUYAiIESgIYAVjmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=air+force+mom+sale&shoprs=CAESBEoCGAEYBioNYWlyIGZvcmNlIG1vbTITCAYSB09uIHNhbGUYAiIESgIYAVjmpyBgAg"
          },
          {
            "text": "Get it fast",
            "shoprs": "CAESDZoBCgoIEAM4AUABSAEYFCoNYWlyIGZvcmNlIG1vbTIkCBQSC0dldCBpdCBmYXN0Ig2aAQoKCBADOAFAAUgBKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=air+force+mom&shoprs=CAESDZoBCgoIEAM4AUABSAEYFCoNYWlyIGZvcmNlIG1vbTIkCBQSC0dldCBpdCBmYXN0Ig2aAQoKCBADOAFAAUgBKgQQARgBYAI"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqDWFpciBmb3JjZSBtb20yHAgWEg5TbWFsbCBidXNpbmVzcyICagAqBBABGAFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=air+force+mom&shoprs=CAESAmoAGBYqDWFpciBmb3JjZSBtb20yHAgWEg5TbWFsbCBidXNpbmVzcyICagAqBBABGAFgAg"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioNYWlyIGZvcmNlIG1vbTIHCAoSA05ld1jmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+air+force+mom&shoprs=CAEYCioNYWlyIGZvcmNlIG1vbTIHCAoSA05ld1jmpyBgAg"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioNYWlyIGZvcmNlIG1vbTIICAoSBFVzZWRY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+air+force+mom&shoprs=CAEYCioNYWlyIGZvcmNlIG1vbTIICAoSBFVzZWRY5qcgYAI"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Department",
        "options": [
          {
            "text": "Women's",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESB1dvbWVuJ3M6CgiAoz4QgqM-MAVY5qcgYAI",
            "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+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESB1dvbWVuJ3M6CgiAoz4QgqM-MAVY5qcgYAI"
          },
          {
            "text": "Men's",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIVCAESBU1lbidzOgoIgKM-EIGjPjAFWOanIGAC",
            "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+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIVCAESBU1lbidzOgoIgKM-EIGjPjAFWOanIGAC"
          },
          {
            "text": "Kids'",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIVCAESBUtpZHMnOgoIgKM-EISjPjAFWOanIGAC",
            "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+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIVCAESBUtpZHMnOgoIgKM-EISjPjAFWOanIGAC"
          },
          {
            "text": "Unisex",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBlVuaXNleDoKCICjPhCDoz4wBVjmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=unisex+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBlVuaXNleDoKCICjPhCDoz4wBVjmpyBgAg"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Color",
        "options": [
          {
            "text": "Black",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESBUJsYWNrOgwI2Iz1ARDlivUBMAtY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=black+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESBUJsYWNrOgwI2Iz1ARDlivUBMAtY5qcgYAI"
          },
          {
            "text": "White",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESBVdoaXRlOgwI2Iz1ARChi_UBMAtY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=white+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESBVdoaXRlOgwI2Iz1ARChi_UBMAtY5qcgYAI"
          },
          {
            "text": "Pink",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBFBpbms6DAjYjPUBEOmK9QEwC1jmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=pink+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBFBpbms6DAjYjPUBEOmK9QEwC1jmpyBgAg"
          },
          {
            "text": "Blue",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBEJsdWU6DAjYjPUBEOaK9QEwC1jmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=blue+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBEJsdWU6DAjYjPUBEOaK9QEwC1jmpyBgAg"
          }
        ],
        "input_type": "color"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Shoes",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIJCAkSBVNob2VzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=shoes+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTIJCAkSBVNob2VzYAI"
          },
          {
            "text": "Shirts & Tops",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIRCAkSDVNoaXJ0cyAmIFRvcHNgAg",
            "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+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTIRCAkSDVNoaXJ0cyAmIFRvcHNgAg"
          },
          {
            "text": "Posters",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTILCAkSB1Bvc3RlcnNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=posters+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTILCAkSB1Bvc3RlcnNgAg"
          },
          {
            "text": "Outfit Sets",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIPCAkSC091dGZpdCBTZXRzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=outfit+sets+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTIPCAkSC091dGZpdCBTZXRzYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Style",
        "options": [
          {
            "text": "T-shirt",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESB1Qtc2hpcnQ6Cgj1_jgQ-_44MAJY5qcgYAI",
            "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+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIXCAESB1Qtc2hpcnQ6Cgj1_jgQ-_44MAJY5qcgYAI"
          },
          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIaCAESClN3ZWF0c2hpcnQ6Cgj1_jgQ_P44MAJY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=sweatshirt+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIaCAESClN3ZWF0c2hpcnQ6Cgj1_jgQ_P44MAJY5qcgYAI"
          },
          {
            "text": "Tank Top",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIYCAESCFRhbmsgVG9wOgoI9f44ELqEOTACWOanIGAC",
            "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+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIYCAESCFRhbmsgVG9wOgoI9f44ELqEOTACWOanIGAC"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Pattern",
        "options": [
          {
            "text": "Solid",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBVNvbGlkOgsI8YU-ENmP3gMwAFjmpyBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=solid+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBVNvbGlkOgsI8YU-ENmP3gMwAFjmpyBgAg"
          },
          {
            "text": "Camouflage",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIaCAESCkNhbW91ZmxhZ2U6CgjxhT4Q9oU-MABY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=camouflage+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIaCAESCkNhbW91ZmxhZ2U6CgjxhT4Q9oU-MABY5qcgYAI"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Stores",
        "options": [
          {
            "text": "TikTok Shop",
            "shoprs": "CAEYAioNYWlyIGZvcmNlIG1vbTIPCAISC1Rpa1RvayBTaG9wWOanIGAC",
            "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+air+force+mom&shoprs=CAEYAioNYWlyIGZvcmNlIG1vbTIPCAISC1Rpa1RvayBTaG9wWOanIGAC"
          },
          {
            "text": "EveryMarket",
            "shoprs": "CAEYAioNYWlyIGZvcmNlIG1vbTIPCAISC0V2ZXJ5TWFya2V0WOanIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=everymarket+air+force+mom&shoprs=CAEYAioNYWlyIGZvcmNlIG1vbTIPCAISC0V2ZXJ5TWFya2V0WOanIGAC"
          },
          {
            "text": "Etsy",
            "shoprs": "CAEYAioNYWlyIGZvcmNlIG1vbTIICAISBEV0c3lY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=etsy+air+force+mom&shoprs=CAEYAioNYWlyIGZvcmNlIG1vbTIICAISBEV0c3lY5qcgYAI"
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          {
            "text": "eBay",
            "shoprs": "CAEYAioNYWlyIGZvcmNlIG1vbTIICAISBGVCYXlY5qcgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ebay+air+force+mom&shoprs=CAEYAioNYWlyIGZvcmNlIG1vbTIICAISBGVCYXlY5qcgYAI"
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        "input_type": "link"
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        "type": "Women's Size",
        "options": [
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            "text": "XS",
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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=women%27s+alpha+size+xs+air+force+mom&shoprs=CAESDAoKCNeHngMQyIaeAxgBKg1haXIgZm9yY2UgbW9tMkMIARICWFMiDAoKCNeHngMQyIaeAyoZChVXb21lbidzIGFscGhhIHNpemUgWFMYAToSCNeHngMQyIaeAxiCoz4gATAAWOanIGACaiMI14eeAxCCoz4aGMiGngPWz50DyYaeA9fPnQPKhp4D2IeeAw"
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            "text": "S",
            "shoprs": "CAESDAoKCNeHngMQ1s-dAxgBKg1haXIgZm9yY2UgbW9tMkEIARIBUyIMCgoI14eeAxDWz50DKhgKFFdvbWVuJ3MgYWxwaGEgc2l6ZSBTGAE6EgjXh54DENbPnQMYgqM-IAEwAFjmpyBgAmojCNeHngMQgqM-GhjIhp4D1s-dA8mGngPXz50DyoaeA9iHngM",
            "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+alpha+size+s+air+force+mom&shoprs=CAESDAoKCNeHngMQ1s-dAxgBKg1haXIgZm9yY2UgbW9tMkEIARIBUyIMCgoI14eeAxDWz50DKhgKFFdvbWVuJ3MgYWxwaGEgc2l6ZSBTGAE6EgjXh54DENbPnQMYgqM-IAEwAFjmpyBgAmojCNeHngMQgqM-GhjIhp4D1s-dA8mGngPXz50DyoaeA9iHngM"
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            "text": "M",
            "shoprs": "CAESDAoKCNeHngMQyYaeAxgBKg1haXIgZm9yY2UgbW9tMkEIARIBTSIMCgoI14eeAxDJhp4DKhgKFFdvbWVuJ3MgYWxwaGEgc2l6ZSBNGAE6EgjXh54DEMmGngMYgqM-IAEwAFjmpyBgAmojCNeHngMQgqM-GhjIhp4D1s-dA8mGngPXz50DyoaeA9iHngM",
            "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+alpha+size+m+air+force+mom&shoprs=CAESDAoKCNeHngMQyYaeAxgBKg1haXIgZm9yY2UgbW9tMkEIARIBTSIMCgoI14eeAxDJhp4DKhgKFFdvbWVuJ3MgYWxwaGEgc2l6ZSBNGAE6EgjXh54DEMmGngMYgqM-IAEwAFjmpyBgAmojCNeHngMQgqM-GhjIhp4D1s-dA8mGngPXz50DyoaeA9iHngM"
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            "text": "L",
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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=women%27s+alpha+size+l+air+force+mom&shoprs=CAESDAoKCNeHngMQ18-dAxgBKg1haXIgZm9yY2UgbW9tMkEIARIBTCIMCgoI14eeAxDXz50DKhgKFFdvbWVuJ3MgYWxwaGEgc2l6ZSBMGAE6EgjXh54DENfPnQMYgqM-IAEwAFjmpyBgAmojCNeHngMQgqM-GhjIhp4D1s-dA8mGngPXz50DyoaeA9iHngM"
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            "shoprs": "CAESDAoKCNeHngMQyoaeAxgBKg1haXIgZm9yY2UgbW9tMkMIARICWEwiDAoKCNeHngMQyoaeAyoZChVXb21lbidzIGFscGhhIHNpemUgWEwYAToSCNeHngMQyoaeAxiCoz4gATAAWOanIGACaiMI14eeAxCCoz4aGMiGngPWz50DyYaeA9fPnQPKhp4D2IeeAw",
            "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+alpha+size+xl+air+force+mom&shoprs=CAESDAoKCNeHngMQyoaeAxgBKg1haXIgZm9yY2UgbW9tMkMIARICWEwiDAoKCNeHngMQyoaeAyoZChVXb21lbidzIGFscGhhIHNpemUgWEwYAToSCNeHngMQyoaeAxiCoz4gATAAWOanIGACaiMI14eeAxCCoz4aGMiGngPWz50DyYaeA9fPnQPKhp4D2IeeAw"
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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=women%27s+alpha+size+2xl+air+force+mom&shoprs=CAESDAoKCNeHngMQ2IeeAxgBKg1haXIgZm9yY2UgbW9tMkUIARIDMlhMIgwKCgjXh54DENiHngMqGgoWV29tZW4ncyBhbHBoYSBzaXplIDJYTBgBOhII14eeAxDYh54DGIKjPiABMABY5qcgYAJqIwjXh54DEIKjPhoYyIaeA9bPnQPJhp4D18-dA8qGngPYh54D"
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            "text": "$6 - $10",
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        "input_type": "link"
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        "type": "Carousel Filters",
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            "input_type": "checkbox",
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            "input_type": "color",
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            "text": "Kids'",
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            "input_type": "checkbox",
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            "input_type": "color",
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            "text": "Shoes",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIJCAkSBVNob2VzYAE",
            "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=shoes+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTIJCAkSBVNob2VzYAE"
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            "text": "On sale",
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            "input_type": "link_with_icon",
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            "input_type": "color",
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            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIRCAkSDVNoaXJ0cyAmIFRvcHNgAQ",
            "input_type": "link",
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            "text": "Posters",
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            "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=posters+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTILCAkSB1Bvc3RlcnNgAQ"
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          {
            "text": "Outfit Sets",
            "shoprs": "CAEYCSoNYWlyIGZvcmNlIG1vbTIPCAkSC091dGZpdCBTZXRzYAE",
            "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=outfit+sets+air+force+mom&shoprs=CAEYCSoNYWlyIGZvcmNlIG1vbTIPCAkSC091dGZpdCBTZXRzYAE"
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            "text": "Unisex",
            "shoprs": "CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBlVuaXNleDoKCICjPhCDoz4wBVjmpyBgAQ",
            "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=unisex+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIWCAESBlVuaXNleDoKCICjPhCDoz4wBVjmpyBgAQ"
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            "text": "Sweatshirt",
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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=sweatshirt+air+force+mom&shoprs=CAEYASoNYWlyIGZvcmNlIG1vbTIaCAESClN3ZWF0c2hpcnQ6Cgj1_jgQ_P44MAJY5qcgYAE"
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  "created_at": "2025-12-05T07:36:39.849261"
}

Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The term 'mom' and military themes indicate an adult demographic",
  "primary_gender": "women",
  "gender_confidence": 0.95,
  "gender_reasoning": "The word 'mom' specifically targets women",
  "target_personas": [
    "Mothers with children in the Air Force",
    "Military family supporters",
    "Gift buyers for Air Force moms"
  ],
  "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 text such as 'I am a long distance calling, care package mailing, forever praying, sometimes crying, email writing, hero raising, homecoming hug giving, always loving Air Force Mom' with graphics of phones, hearts, and dog tags. This indicates a theme related to being a supportive mother of someone in the Air Force. The theme is universal and not tied to any specific year or event, making it evergreen.\n\nSEASONALITY: The design's theme of being an Air Force mom is consistently relevant throughout the year. There are no specific seasonal or holiday elements present, suggesting a steady demand without significant seasonal spikes.",
  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": "2025-12-05T01:36:55.661343"
}

Listing Content

{
  "titles": {
    "ebay_80": "Proud Air Force Mom T-Shirt - Hero Raising, Always Loving",
    "primary": "Air Force Mom T-Shirt - Long Distance Calling, Hero Raising, Always Loving",
    "etsy_140": "Air Force Mom Shirt - Hero Raising, Always Loving, Forever Praying",
    "amazon_200": "Air Force Mom T-Shirt - Long Distance Calling, Care Package Mailing, Hero Raising, Always Loving",
    "shopify_70": "Air Force Mom T-Shirt - Hero Raising"
  },
  "descriptions": {
    "seo_optimized": "Celebrate the strength and dedication of being an Air Force Mom with this heartfelt t-shirt. Featuring phrases like 'Hero Raising' and 'Always Loving,' it's perfect for those who support their children in the military. Show your pride and love with this unique design.",
    "short_summary": "Celebrate being an Air Force Mom with this heartfelt and proud t-shirt."
  },
  "bullet_points": [
    "Features heartfelt phrases for Air Force Moms",
    "Perfect for showing military family pride",
    "Available in black, navy, true royal, asphalt, and berry",
    "Made with high-quality, durable materials",
    "Great for everyday wear or special military events"
  ],
  "keywords": {
    "primary": [
      "air force mom",
      "air force mom shirt",
      "air force mom sweatshirt",
      "air force mom hoodie",
      "air force mom license plate frame"
    ],
    "etsy_tags": [
      "air force mom",
      "air force mom shirt",
      "air force mom sweatshirt",
      "air force mom hoodie",
      "air force mom svg",
      "air force mom prayer",
      "air force mom quotes",
      "military family",
      "proud mom",
      "hero raising",
      "always loving",
      "care package mailing",
      "long distance calling"
    ],
    "secondary": [
      "air force mom svg",
      "air force mom prayer",
      "air force mom quotes",
      "air force moms bmt",
      "air force moms support group"
    ]
  },
  "item_specifics": {
    "style": "Casual|Proud|Supportive",
    "theme": [
      "Military Family",
      "Air Force Support"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Gift",
      "Military Events"
    ]
  },
  "created_at": "2025-12-05T07:38:03.369468-06:00",
  "updated_at": "2025-12-05T07:38:03.369468-06:00"
}

Recommendations (first 5)

[
  {
    "product_type": "t-shirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.6,
    "reasoning": "24/48 POD products are t-shirts, representing 50% of the market. Validated by autocomplete search patterns for 'air force mom shirt'.",
    "suggested_price_min": 18.0,
    "suggested_price_max": 22.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Excellent contrast with white text, making it highly readable.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000080",
        "reasoning": "Strong contrast with white, providing a classic and appealing look.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4169e1",
        "reasoning": "Bright blue enhances the design's visibility and appeal.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#3c3f41",
        "reasoning": "Dark grey offers excellent contrast and a modern look.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#8a2be2",
        "reasoning": "Vibrant color that maintains readability and adds visual interest.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep red provides strong contrast and a bold appearance.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#a9a9a9",
        "reasoning": "Neutral tone with high readability and a versatile look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#228b22",
        "reasoning": "Dark green offers good contrast and a natural, appealing look.",
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        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#4b4b4b",
        "reasoning": "Slightly lighter than black but still provides excellent contrast.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#d32f2f",
        "reasoning": "Bright red enhances the design's visibility and adds energy.",
        "color_name": "Canvas Red",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,January,November",
    "autocomplete_boosted": true,
    "supporting_data": {
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      "launch_timing": {
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        "reasoning": "Stable trend direction with peak months in September, January, and November.",
        "best_months": [
          "September",
          "January",
          "November"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy has a strong presence for personalized and niche products, while Amazon and Redbubble offer broad reach.",
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          "redbubble"
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      }
    },
    "created_at": "2025-12-05T07:38:37.139657"
  },
  {
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    "confidence_score": 0.25,
    "reasoning": "7/48 POD products are sweatshirts, representing 14.6% of the market. Autocomplete suggests 'air force mom sweatshirt'.",
    "suggested_price_min": 19.8,
    "suggested_price_max": 24.2,
    "pricing_strategy": "mid-market",
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      },
      {
        "priority": 2,
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        "visibility_score": 10
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      {
        "priority": 3,
        "color_hex": "#4169e1",
        "reasoning": "Bright blue enhances the design's visibility and appeal.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#3c3f41",
        "reasoning": "Dark grey offers excellent contrast and a modern look.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#8a2be2",
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        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep red provides strong contrast and a bold appearance.",
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        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#a9a9a9",
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      },
      {
        "priority": 8,
        "color_hex": "#228b22",
        "reasoning": "Dark green offers good contrast and a natural, appealing look.",
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        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#4b4b4b",
        "reasoning": "Slightly lighter than black but still provides excellent contrast.",
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        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#d32f2f",
        "reasoning": "Bright red enhances the design's visibility and adds energy.",
        "color_name": "Canvas Red",
        "visibility_score": 9
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    ],
    "color_rationale": "Analyzed via grid visibility",
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    "autocomplete_boosted": false,
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          "September",
          "January",
          "November"
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      },
      "market_viability": {
        "recommendation": "proceed",
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          "redbubble"
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    "created_at": "2025-12-05T07:38:37.139657"
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  {
    "product_type": "hoodie",
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    "suggested_price_min": 22.5,
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    "pricing_strategy": "mid-market",
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        "visibility_score": 10
      },
      {
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        "color_hex": "#000080",
        "reasoning": "Strong contrast with white, providing a classic and appealing look.",
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        "visibility_score": 10
      },
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        "priority": 3,
        "color_hex": "#4169e1",
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        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#3c3f41",
        "reasoning": "Dark grey offers excellent contrast and a modern look.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#8a2be2",
        "reasoning": "Vibrant color that maintains readability and adds visual interest.",
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        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep red provides strong contrast and a bold appearance.",
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        "visibility_score": 10
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      {
        "priority": 7,
        "color_hex": "#a9a9a9",
        "reasoning": "Neutral tone with high readability and a versatile look.",
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        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#228b22",
        "reasoning": "Dark green offers good contrast and a natural, appealing look.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#4b4b4b",
        "reasoning": "Slightly lighter than black but still provides excellent contrast.",
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        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#d32f2f",
        "reasoning": "Bright red enhances the design's visibility and adds energy.",
        "color_name": "Canvas Red",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
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    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 3,
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          "September",
          "January",
          "November"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
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        "opportunity_score": 75
      },
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          "redbubble"
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      }
    },
    "created_at": "2025-12-05T07:38:37.139657"
  },
  {
    "product_type": "sticker",
    "recommendation_tier": "consider",
    "confidence_score": 0.08,
    "reasoning": "4/48 POD products are stickers, representing 8.3% of the market. Autocomplete suggests potential demand for 'air force mom svg'.",
    "suggested_price_min": 3.15,
    "suggested_price_max": 3.85,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
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        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000080",
        "reasoning": "Strong contrast with white, providing a classic and appealing look.",
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        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4169e1",
        "reasoning": "Bright blue enhances the design's visibility and appeal.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#3c3f41",
        "reasoning": "Dark grey offers excellent contrast and a modern look.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#8a2be2",
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        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep red provides strong contrast and a bold appearance.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#a9a9a9",
        "reasoning": "Neutral tone with high readability and a versatile look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#228b22",
        "reasoning": "Dark green offers good contrast and a natural, appealing look.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#4b4b4b",
        "reasoning": "Slightly lighter than black but still provides excellent contrast.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#d32f2f",
        "reasoning": "Bright red enhances the design's visibility and adds energy.",
        "color_name": "Canvas Red",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "September,January,November",
    "autocomplete_boosted": false,
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        "best_months": [
          "September",
          "January",
          "November"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
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        "opportunity_score": 75
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        "reasoning": "Etsy has a strong presence for personalized and niche products, while Amazon and Redbubble offer broad reach.",
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          "redbubble"
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    },
    "created_at": "2025-12-05T07:38:37.139657"
  },
  {
    "product_type": "travel mug",
    "recommendation_tier": "consider",
    "confidence_score": 0.06,
    "reasoning": "3/48 POD products are travel mugs, representing 6.2% of the market. Suitable for adult target market.",
    "suggested_price_min": 13.5,
    "suggested_price_max": 16.5,
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      },
      {
        "priority": 2,
        "color_hex": "#000080",
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        "visibility_score": 10
      },
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        "color_hex": "#4169e1",
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        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#3c3f41",
        "reasoning": "Dark grey offers excellent contrast and a modern look.",
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        "visibility_score": 10
      },
      {
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        "color_hex": "#8a2be2",
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      },
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        "priority": 6,
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        "visibility_score": 10
      },
      {
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        "color_hex": "#a9a9a9",
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      {
        "priority": 8,
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        "reasoning": "Dark green offers good contrast and a natural, appealing look.",
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        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#4b4b4b",
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        "color_name": "Vintage Black",
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      },
      {
        "priority": 10,
        "color_hex": "#d32f2f",
        "reasoning": "Bright red enhances the design's visibility and adds energy.",
        "color_name": "Canvas Red",
        "visibility_score": 9
      }
    ],
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    "autocomplete_boosted": false,
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        "seasonal": false,
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          "January",
          "November"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
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        "opportunity_score": 75
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        ]
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]