🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (5)

🚫 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 (7 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 59,
  "product_titles": [
    "Amazon.com: Vintage MV-22 Osprey Tiltrotor Military Shirt T-Shirt : Clothing, Shoes & Jewelry",
    "F-22 USAF Raptor 1/145 Ps5382-1 Hasegawa Lockheed Martin Montex Plane T-Shirt | eBay",
    "F-22 USAF Raptor Hasegawa Lockheed Martin Montex Plane T-shirt | eBay",
    "F-22 raptor' Unisex Baseball T-Shirt | Spreadshirt",
    "Vintage F-22 Raptor Jet Military Aircraft SVG PNG Files \u2013 creativeusarts",
    "Future of Flight F-22 Raptor Detailed Schematic Adult Shirt-Small Black | Amazon.com",
    "F-22 Raptor Military Fighter Jet Aircraft T-Shirt - Monsterry AU",
    "F-22 Raptor Fighter Jet Specs Military F22 Raptor T-Shirt | Zazzle",
    "F-22 Raptor Blueprint T-shirt - Growling Sidewinder",
    "This item is unavailable - Etsy",
    "F-22 Raptor - Us Air Force F22 Raptor - T-Shirt | TeePublic",
    "F-22 Raptor In Flight Men's Shirt",
    "Meme T-shirt F-Caw-F Crow | Funny Black Bird Graphic Tee | Unisex Vintage Wash Cotton Shirt F-caw-f Meme Shirt",
    "Amazon.com: P-8 Poseidon Military Aircraft Vintage Style Front and Back Long Sleeve T-Shirt : Clothing, Shoes & Jewelry",
    "F22 Raptor Tshirt",
    "F-22 Lockheed Martin Raptor Men's T-Shirt-4XL-Black : Amazon.ca: Clothing, Shoes & Accessories",
    "F-22 Raptor Aircraft Airplane Military T-Shirt - Monsterry DE",
    "F-22 Raptor Aircraft Unisex Tee \u2013 One Bravo Apparel",
    "Fifth Sun Battlestar Galactica Men's Raptor Merit Badge Short Sleeve T-Shirt - Macy's",
    "US Air Force F-22 Raptor T-Shirt",
    "F-22 Raptor Graphic Tee: USAF Fighter Jet Shirt, Aviation Gift - Etsy Canada",
    "F22 Raptor Stealth Fighter Jet Tee Gifts | Zazzle",
    "F-22 Raptor Military Fighter Jet Aircraft Men's T-shirt Back Print - Monsterry AU",
    "Lockheed Martin F-22 Raptor Detailed Aircraft Diagrams T-Shirt",
    "Lockheed Martin F22 Raptor Shirt - Nouvette",
    "F-22 Raptor\" Essential T-Shirt for Sale by Pikori | Redbubble",
    "F-22 Raptor Wear | Bonfire",
    "Camiseta F-22 Raptor, camiseta de avi\u00f3n de combate, camiseta Top Gun, camiseta de la Fuerza A\u00e9rea, camiseta de aviaci\u00f3n, camiseta Maverick, camiseta de la USAF - Etsy Espa\u00f1a",
    "F 22 Raptor US Airborne Fighter Pilot' Women's T-Shirt | Spreadshirt",
    "F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt - Etsy Australia",
    "F-22 Raptor Military Fighter Jet Aircraft Men's T-shirt Back Print - Monsterry DE",
    "Buy F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt Online in India - Etsy",
    "Amazon.com: Womens F-22: Would You Intercept Me? I'd Intercept Me! V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Vintage F-22 Raptor Jet Aviones militares SVG PNG Archivos \u2013 creativeusarts",
    "F22 Shirt, F-22 Raptor Fighter Jet, Raptor Shirt, Top Gun Gift, Jet Lover Gift, United States Air Force, Lockhead Corporation - Etsy",
    "Military Fighter Jet Aircraft Heartbeat Men's T-shirt Back Print - Monsterry UK",
    "Amazon.co.jp: F-22 Raptor T-Shirt, Black : Clothing, Shoes & Jewelry",
    "Lockheed martin f-22 raptor fighter jet shirt, hoodie, sweater, long sleeve and tank top",
    "F 35 lightning ii jet fighter vintage t-shirt | tostadora",
    "Top Gun Aircraft Grid Girls Tank | Hot Topic",
    "F-22 Raptor Military Fighter Jet Aircraft Hoodie - Monsterry CA",
    "F-22 Raptor Militar Combat Fighter Jet Silhouette Pilotos Entusiastas da Avia\u00e7\u00e3o Bordado F22 Camiseta Unissex - Etsy Portugal",
    "F-22 Raptor Fighter Jet Usa Flag Military F-18 Plane Men's T-shirt Back Print - Monsterry UK",
    "F-22 Raptor T-Shirt : Amazon.co.uk: Fashion",
    "F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt - Etsy",
    "F-22 Raptor Graphic Tee: Aviation Enthusiast Unisex T-shirt - Etsy",
    "Raptor Airplane F-22 Jet Fighter Souvenir and Fighter Jet T-Shirt Short Sleeve Casual 100% Cotton O-Neck Summer Tees - AliExpress",
    "F22 Raptor American Flag Pilot' Men's Pique Polo Shirt | Spreadshirt",
    "Vintage American Flag C-130 Military Plane Pilot Hoodie - Monsterry",
    "F-22 Raptor Fight Jet Short-sleeve T-shirt - Etsy"
  ],
  "created_at": "2026-01-12T11:46:23.235272"
}

Keyword Analysis

{
  "primary_keyword": "f-22 raptor",
  "primary_keyword_confidence": 0.6101694915254238,
  "raw_keywords": [
    "Amazon.com: Vintage MV-22 Osprey Tiltrotor Military Shirt T-Shirt : Clothing, Shoes & Jewelry",
    "F-22 USAF Raptor 1/145 Ps5382-1 Hasegawa Lockheed Martin Montex Plane T-Shirt | eBay",
    "F-22 USAF Raptor Hasegawa Lockheed Martin Montex Plane T-shirt | eBay",
    "F-22 raptor' Unisex Baseball T-Shirt | Spreadshirt",
    "Vintage F-22 Raptor Jet Military Aircraft SVG PNG Files \u2013 creativeusarts",
    "Future of Flight F-22 Raptor Detailed Schematic Adult Shirt-Small Black | Amazon.com",
    "F-22 Raptor Military Fighter Jet Aircraft T-Shirt - Monsterry AU",
    "F-22 Raptor Fighter Jet Specs Military F22 Raptor T-Shirt | Zazzle",
    "F-22 Raptor Blueprint T-shirt - Growling Sidewinder",
    "This item is unavailable - Etsy",
    "F-22 Raptor - Us Air Force F22 Raptor - T-Shirt | TeePublic",
    "F-22 Raptor In Flight Men's Shirt",
    "Meme T-shirt F-Caw-F Crow | Funny Black Bird Graphic Tee | Unisex Vintage Wash Cotton Shirt F-caw-f Meme Shirt",
    "Amazon.com: P-8 Poseidon Military Aircraft Vintage Style Front and Back Long Sleeve T-Shirt : Clothing, Shoes & Jewelry",
    "F22 Raptor Tshirt",
    "F-22 Lockheed Martin Raptor Men's T-Shirt-4XL-Black : Amazon.ca: Clothing, Shoes & Accessories",
    "F-22 Raptor Aircraft Airplane Military T-Shirt - Monsterry DE",
    "F-22 Raptor Aircraft Unisex Tee \u2013 One Bravo Apparel",
    "Fifth Sun Battlestar Galactica Men's Raptor Merit Badge Short Sleeve T-Shirt - Macy's",
    "US Air Force F-22 Raptor T-Shirt",
    "F-22 Raptor Graphic Tee: USAF Fighter Jet Shirt, Aviation Gift - Etsy Canada",
    "F22 Raptor Stealth Fighter Jet Tee Gifts | Zazzle",
    "F-22 Raptor Military Fighter Jet Aircraft Men's T-shirt Back Print - Monsterry AU",
    "Lockheed Martin F-22 Raptor Detailed Aircraft Diagrams T-Shirt",
    "Lockheed Martin F22 Raptor Shirt - Nouvette",
    "F-22 Raptor\" Essential T-Shirt for Sale by Pikori | Redbubble",
    "F-22 Raptor Wear | Bonfire",
    "Camiseta F-22 Raptor, camiseta de avi\u00f3n de combate, camiseta Top Gun, camiseta de la Fuerza A\u00e9rea, camiseta de aviaci\u00f3n, camiseta Maverick, camiseta de la USAF - Etsy Espa\u00f1a",
    "F 22 Raptor US Airborne Fighter Pilot' Women's T-Shirt | Spreadshirt",
    "F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt - Etsy Australia",
    "F-22 Raptor Military Fighter Jet Aircraft Men's T-shirt Back Print - Monsterry DE",
    "Buy F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt Online in India - Etsy",
    "Amazon.com: Womens F-22: Would You Intercept Me? I'd Intercept Me! V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Vintage F-22 Raptor Jet Aviones militares SVG PNG Archivos \u2013 creativeusarts",
    "F22 Shirt, F-22 Raptor Fighter Jet, Raptor Shirt, Top Gun Gift, Jet Lover Gift, United States Air Force, Lockhead Corporation - Etsy",
    "Military Fighter Jet Aircraft Heartbeat Men's T-shirt Back Print - Monsterry UK",
    "Amazon.co.jp: F-22 Raptor T-Shirt, Black : Clothing, Shoes & Jewelry",
    "Lockheed martin f-22 raptor fighter jet shirt, hoodie, sweater, long sleeve and tank top",
    "F 35 lightning ii jet fighter vintage t-shirt | tostadora",
    "Top Gun Aircraft Grid Girls Tank | Hot Topic",
    "F-22 Raptor Military Fighter Jet Aircraft Hoodie - Monsterry CA",
    "F-22 Raptor Militar Combat Fighter Jet Silhouette Pilotos Entusiastas da Avia\u00e7\u00e3o Bordado F22 Camiseta Unissex - Etsy Portugal",
    "F-22 Raptor Fighter Jet Usa Flag Military F-18 Plane Men's T-shirt Back Print - Monsterry UK",
    "F-22 Raptor T-Shirt : Amazon.co.uk: Fashion",
    "F-22 Raptor Shirt, Fighter Jet T-shirt, Top Gun Shirt, Air Force Shirt, Aviation T-shirt, Maverick Shirt, USAF Shirt - Etsy",
    "F-22 Raptor Graphic Tee: Aviation Enthusiast Unisex T-shirt - Etsy",
    "Raptor Airplane F-22 Jet Fighter Souvenir and Fighter Jet T-Shirt Short Sleeve Casual 100% Cotton O-Neck Summer Tees - AliExpress",
    "F22 Raptor American Flag Pilot' Men's Pique Polo Shirt | Spreadshirt",
    "Vintage American Flag C-130 Military Plane Pilot Hoodie - Monsterry",
    "F-22 Raptor Fight Jet Short-sleeve T-shirt - Etsy"
  ],
  "filtered_keywords": [
    "usaf raptor",
    "fighter jet",
    "f22 raptor",
    "air force",
    "military fighter"
  ],
  "created_at": "2026-01-12T11:46:38.071559"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "f-22 raptor top speed",
    "f-22 raptor price",
    "f-22 raptor model",
    "f-22 raptor vs f-35",
    "f-22 raptor demo team",
    "f-22 raptor cockpit",
    "f-22 raptor rc plane",
    "f-22 raptor fighter jet",
    "f-22 raptor wallpaper",
    "f-22 raptor lego",
    "f-22 raptor model kit",
    "f-22 raptor for sale",
    "f-22 raptor engine",
    "f-22 raptor speed",
    "f-22 raptor videos"
  ],
  "created_at": "2026-01-12T11:47:04.291149"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 40.43,
    "peak_interest": 100.0,
    "current_interest": 41.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      "6",
      "12",
      "3"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-12T11:47:04.997344",
    "related_queries": [
      {
        "type": "top",
        "query": "the f-22 raptor",
        "value": 100
      },
      {
        "type": "top",
        "query": "f-35",
        "value": 47
      },
      {
        "type": "top",
        "query": "f-35 raptor",
        "value": 45
      },
      {
        "type": "top",
        "query": "f-22 raptor fighter jet",
        "value": 30
      },
      {
        "type": "top",
        "query": "lockheed f-22 raptor",
        "value": 27
      },
      {
        "type": "top",
        "query": "f-22 raptor speed",
        "value": 25
      },
      {
        "type": "top",
        "query": "lockheed martin",
        "value": 23
      },
      {
        "type": "top",
        "query": "lockheed martin f-22 raptor",
        "value": 23
      },
      {
        "type": "top",
        "query": "f-22 raptor cost",
        "value": 20
      },
      {
        "type": "top",
        "query": "f22",
        "value": 19
      },
      {
        "type": "rising",
        "query": "f-47",
        "value": 225900
      },
      {
        "type": "rising",
        "query": "su-57 felon",
        "value": 26300
      },
      {
        "type": "rising",
        "query": "f-47 fighter",
        "value": 1100
      },
      {
        "type": "rising",
        "query": "ea-18g growler",
        "value": 700
      },
      {
        "type": "rising",
        "query": "f-22 raptor en combate",
        "value": 650
      },
      {
        "type": "rising",
        "query": "f47",
        "value": 350
      },
      {
        "type": "rising",
        "query": "f-22 raptor specs",
        "value": 190
      },
      {
        "type": "rising",
        "query": "f 22 raptor price",
        "value": 190
      },
      {
        "type": "rising",
        "query": "f-22 raptor price",
        "value": 90
      },
      {
        "type": "rising",
        "query": "b2",
        "value": 50
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/0hjmr",
        "topic_type": "Jet fighter",
        "topic_title": "Lockheed Martin F-22 Raptor"
      },
      {
        "type": "top",
        "value": 15,
        "topic_id": "/m/033yz",
        "topic_type": "Aircraft family",
        "topic_title": "Lockheed Martin F-35 Lightning II"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/m/02yjc",
        "topic_type": "Aircraft type",
        "topic_title": "Fighter aircraft"
      },
      {
        "type": "top",
        "value": 13,
        "topic_id": "/m/015y8h",
        "topic_type": "Topic",
        "topic_title": "Jet aircraft"
      },
      {
        "type": "top",
        "value": 9,
        "topic_id": "/m/05czz6l",
        "topic_type": "Mode of transport",
        "topic_title": "Airplane"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/0hkqn",
        "topic_type": "Aerospace and defense company",
        "topic_title": "Lockheed Martin"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/g/11bc60l3mr",
        "topic_type": "Topic",
        "topic_title": "Lockheed Martin"
      },
      {
        "type": "top",
        "value": 6,
        "topic_id": "/m/073s_",
        "topic_type": "Dimension",
        "topic_title": "Speed"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/01dvt",
        "topic_type": "Heavy bomber",
        "topic_title": "Northrop B-2 Spirit"
      },
      {
        "type": "top",
        "value": 4,
        "topic_id": "/m/033zf",
        "topic_type": "Multirole fighter aircraft",
        "topic_title": "General Dynamics F-16 Fighting Falcon"
      },
      {
        "type": "rising",
        "value": 68300,
        "topic_id": "/m/07xg1",
        "topic_type": "Military",
        "topic_title": "United States Armed Forces"
      },
      {
        "type": "rising",
        "value": 61400,
        "topic_id": "/g/11w1nj79l0",
        "topic_type": "Watch",
        "topic_title": "Men's XA.9272 Luminox F 22 Raptor Watch"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 17.36,
    "peak_interest": 100.0,
    "current_interest": 19.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-12T11:47:05.079276",
    "evergreen_status": "trending_up",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
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            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioLZiAyMiByYXB0b3IyEwgGEgdPbiBzYWxlGAIiBEoCGAFYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+sale&shoprs=CAESBEoCGAEYBioLZiAyMiByYXB0b3IyEwgGEgdPbiBzYWxlGAIiBEoCGAFYoJ8hYAI"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoLZiAyMiByYXB0b3IyDAgDEgZOZWFyYnkYAlignyFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+nearby&shoprs=CAEYAyoLZiAyMiByYXB0b3IyDAgDEgZOZWFyYnkYAlignyFgAg"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioLZiAyMiByYXB0b3IyBwgKEgNOZXdYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+f-22+raptor&shoprs=CAEYCioLZiAyMiByYXB0b3IyBwgKEgNOZXdYoJ8hYAI"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioLZiAyMiByYXB0b3IyCAgKEgRVc2VkWKCfIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+f-22+raptor&shoprs=CAEYCioLZiAyMiByYXB0b3IyCAgKEgRVc2VkWKCfIWAC"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Scale Models",
            "shoprs": "CAEYCSoLZiAyMiByYXB0b3IyEAgJEgxTY2FsZSBNb2RlbHNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=scale+models+f+22+raptor&shoprs=CAEYCSoLZiAyMiByYXB0b3IyEAgJEgxTY2FsZSBNb2RlbHNgAg"
          },
          {
            "text": "Remote Control Planes",
            "shoprs": "CAEYCSoLZiAyMiByYXB0b3IyGQgJEhVSZW1vdGUgQ29udHJvbCBQbGFuZXNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=remote+control+planes+f+22+raptor&shoprs=CAEYCSoLZiAyMiByYXB0b3IyGQgJEhVSZW1vdGUgQ29udHJvbCBQbGFuZXNgAg"
          },
          {
            "text": "Scale Model Kits",
            "shoprs": "CAEYCSoLZiAyMiByYXB0b3IyFAgJEhBTY2FsZSBNb2RlbCBLaXRzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=scale+model+kits+f+22+raptor&shoprs=CAEYCSoLZiAyMiByYXB0b3IyFAgJEhBTY2FsZSBNb2RlbCBLaXRzYAI"
          }
        ],
        "input_type": "link"
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            "shoprs": "CAESDRILEQAAAADQEoNBGAEYBSoLZiAyMiByYXB0b3IyIggFEglVbmRlciAkNDAYAiINEgsRAAAAANASg0EYASoCGAFYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+under+%2440&shoprs=CAESDRILEQAAAADQEoNBGAEYBSoLZiAyMiByYXB0b3IyIggFEglVbmRlciAkNDAYAiINEgsRAAAAANASg0EYASoCGAFYoJ8hYAI"
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          {
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            "shoprs": "CAESFhIUCQAAAADQEoNBEQAAAAAqdZVBGAEYBSoLZiAyMiByYXB0b3IyKwgFEgkkNDAgLSAkOTAYAiIWEhQJAAAAANASg0ERAAAAACp1lUEYASoCGAFYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+between+%2440+and+%2490&shoprs=CAESFhIUCQAAAADQEoNBEQAAAAAqdZVBGAEYBSoLZiAyMiByYXB0b3IyKwgFEgkkNDAgLSAkOTAYAiIWEhQJAAAAANASg0ERAAAAACp1lUEYASoCGAFYoJ8hYAI"
          },
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            "shoprs": "CAESFhIUCQAAAAAqdZVBEQAAAACj4aFBGAEYBSoLZiAyMiByYXB0b3IyLAgFEgokOTAgLSAkMTUwGAIiFhIUCQAAAAAqdZVBEQAAAACj4aFBGAEqAhgBWKCfIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+between+%2490+and+%24150&shoprs=CAESFhIUCQAAAAAqdZVBEQAAAACj4aFBGAEYBSoLZiAyMiByYXB0b3IyLAgFEgokOTAgLSAkMTUwGAIiFhIUCQAAAAAqdZVBEQAAAACj4aFBGAEqAhgBWKCfIWAC"
          },
          {
            "text": "Over $150",
            "shoprs": "CAESDRILCQAAAACj4aFBGAEYBSoLZiAyMiByYXB0b3IyIggFEglPdmVyICQxNTAYAiINEgsJAAAAAKPhoUEYASoCGAFYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=f-22+raptor+over+%24150&shoprs=CAESDRILCQAAAACj4aFBGAEYBSoLZiAyMiByYXB0b3IyIggFEglPdmVyICQxNTAYAiINEgsJAAAAAKPhoUEYASoCGAFYoJ8hYAI"
          }
        ],
        "input_type": "price_range"
      },
      {
        "type": "Age Group",
        "options": [
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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=kids+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFAgBEgRLaWRzOgoI_JBvEP6QbzAAWKCfIWAC"
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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=ebay+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCAgCEgRlQmF5WKCfIWAC"
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            "text": "Target",
            "shoprs": "CAEYAioLZiAyMiByYXB0b3IyCggCEgZUYXJnZXRYoJ8hYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=target+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCggCEgZUYXJnZXRYoJ8hYAI"
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            "text": "Walmart",
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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=walmart+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCwgCEgdXYWxtYXJ0WKCfIWAC"
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            "text": "LiveCarModel.com",
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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=livecarmodel.com+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyFAgCEhBMaXZlQ2FyTW9kZWwuY29tWKCfIWAC"
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        "type": "Scale",
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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=1%3A10+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjEwOgwIyeaxAhDK5rECMAJYoJ8hYAI"
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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=1%3A43+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjQzOgwIyeaxAhDT5rECMAJYoJ8hYAI"
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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=1%3A50+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjUwOgwIyeaxAhDV5rECMAJYoJ8hYAI"
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        "input_type": "link"
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        "type": "Brand",
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            "text": "Hasbro",
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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=hasbro+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgZIYXNicm86CgiD8zwQ9OA9MAFYoJ8hYAI"
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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=f-22+raptor+nearby&shoprs=CAEYAyoLZiAyMiByYXB0b3IyDAgDEgZOZWFyYnkYAlignyFgAQ"
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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=used+f-22+raptor&shoprs=CAEYCioLZiAyMiByYXB0b3IyCAgKEgRVc2VkWKCfIWAB"
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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=scale+model+kits+f+22+raptor&shoprs=CAEYCSoLZiAyMiByYXB0b3IyFAgJEhBTY2FsZSBNb2RlbCBLaXRzYAE"
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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=f-22+raptor+under+%2440&shoprs=CAESDRILEQAAAADQEoNBGAEYBSoLZiAyMiByYXB0b3IyIggFEglVbmRlciAkNDAYAiINEgsRAAAAANASg0EYASoCGAFYoJ8hYAE"
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            "input_type": "checkbox",
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            "shoprs": "CAEYAioLZiAyMiByYXB0b3IyCAgCEgRlQmF5WKCfIWAB",
            "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=ebay+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCAgCEgRlQmF5WKCfIWAB"
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            "text": "Kids",
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            "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+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFAgBEgRLaWRzOgoI_JBvEP6QbzAAWKCfIWAB"
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            "shoprs": "CAEYAioLZiAyMiByYXB0b3IyCggCEgZUYXJnZXRYoJ8hYAE",
            "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=target+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCggCEgZUYXJnZXRYoJ8hYAE"
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            "shoprs": "CAEYAioLZiAyMiByYXB0b3IyCwgCEgdXYWxtYXJ0WKCfIWAB",
            "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=walmart+f+22+raptor&shoprs=CAEYAioLZiAyMiByYXB0b3IyCwgCEgdXYWxtYXJ0WKCfIWAB"
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            "text": "Small business",
            "shoprs": "CAESAmoAGBYqC2YgMjIgcmFwdG9yMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAE",
            "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=f+22+raptor&shoprs=CAESAmoAGBYqC2YgMjIgcmFwdG9yMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAE"
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            "text": "Truck",
            "shoprs": "CAEYASoLZiAyMiByYXB0b3IyFwgBEgVUcnVjazoMCML18gEQ0vXyATACWKCfIWAB",
            "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=truck+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFwgBEgVUcnVjazoMCML18gEQ0vXyATACWKCfIWAB"
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            "shoprs": "CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjEwOgwIyeaxAhDK5rECMAJYoJ8hYAE",
            "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=1%3A10+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjEwOgwIyeaxAhDK5rECMAJYoJ8hYAE"
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            "shoprs": "CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjQzOgwIyeaxAhDT5rECMAJYoJ8hYAE",
            "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=1%3A43+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjQzOgwIyeaxAhDT5rECMAJYoJ8hYAE"
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            "text": "1:50",
            "shoprs": "CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjUwOgwIyeaxAhDV5rECMAJYoJ8hYAE",
            "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=1%3A50+f+22+raptor&shoprs=CAEYASoLZiAyMiByYXB0b3IyFggBEgQxOjUwOgwIyeaxAhDV5rECMAJYoJ8hYAE"
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            "text": "2",
            "shoprs": "CAESGyoZCLT_jgQSEgkAAAAAAAAAQBEAAAAAAAAAQBgBKgtmIDIyIHJhcHRvcjIxCAESATIiGyoZCLT_jgQSEgkAAAAAAAAAQBEAAAAAAAAAQCoCGAE6CQi0_44EEAAwBlignyFgAQ",
            "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=2+f+22+raptor&shoprs=CAESGyoZCLT_jgQSEgkAAAAAAAAAQBEAAAAAAAAAQBgBKgtmIDIyIHJhcHRvcjIxCAESATIiGyoZCLT_jgQSEgkAAAAAAAAAQBEAAAAAAAAAQCoCGAE6CQi0_44EEAAwBlignyFgAQ"
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          {
            "text": "10",
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.9,
  "age_reasoning": "Aviation and military themes are highly popular among adult hobbyists, veterans, and enthusiasts.",
  "primary_gender": "men",
  "gender_confidence": 0.85,
  "gender_reasoning": "While aviation has universal appeal, military aircraft designs traditionally skew towards a male demographic.",
  "target_personas": [
    "Aviation enthusiasts",
    "Military veterans",
    "Air Force personnel",
    "Fans of modern fighter jets",
    "Retro graphic tee collectors"
  ],
  "product_restrictions": {
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    "allow_adult_products": true,
    "allow_children_products": true
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  "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 'F-22 RAPTOR' and a silhouette of the corresponding military fighter jet against a retro sunset background. There are no years, dates, or holiday-specific symbols visible. The F-22 Raptor is a well-known, modern aircraft, making this theme permanently relevant to aviation enthusiasts and military personnel.\n\nSEASONALITY: No trends data was provided. Based on the visual content, the design represents a general interest in military aviation rather than a specific holiday or seasonal event. While it likely sees gift-giving spikes during Father's Day or the winter holidays, the design itself is not tied to any specific time of year, suggesting consistent year-round appeal.",
  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "F-22 Raptor Retro Fighter Jet T-Shirt",
    "primary": "F-22 Raptor Fighter Jet T-Shirt in Retro Vintage Style",
    "etsy_140": "F-22 Raptor Vintage Fighter Jet T-Shirt for Aviation Fans",
    "amazon_200": "F-22 Raptor Fighter Jet T-Shirt - Retro Vintage Style for Aviation Enthusiasts and Military Veterans",
    "shopify_70": "F-22 Raptor Retro Tee"
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  "descriptions": {
    "seo_optimized": "Celebrate the iconic F-22 Raptor with this retro-style t-shirt, perfect for aviation enthusiasts and military veterans. Featuring a vintage design, this shirt is a must-have for those who admire the power and elegance of fighter jets. Keywords: F-22 Raptor, fighter jet, USAF, military fighter.",
    "short_summary": "Retro F-22 Raptor t-shirt for aviation lovers."
  },
  "bullet_points": [
    "Features a vintage F-22 Raptor design",
    "Perfect for aviation enthusiasts and veterans",
    "Available in black, navy, forest, maroon, and asphalt",
    "Made from high-quality, durable materials",
    "Great for casual wear or as a unique gift"
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  "keywords": {
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      "usaf raptor",
      "fighter jet",
      "f22 raptor",
      "air force"
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      "usaf raptor",
      "fighter jet",
      "f22 raptor",
      "air force",
      "military fighter",
      "vintage aviation",
      "retro t-shirt",
      "aviation gift",
      "military veteran",
      "jet enthusiast",
      "pilot gift",
      "aviation apparel"
    ],
    "secondary": [
      "f-22 raptor top speed",
      "f-22 raptor price",
      "f-22 raptor model",
      "f-22 raptor vs f-35",
      "f-22 raptor demo team",
      "f-22 raptor cockpit"
    ]
  },
  "item_specifics": {
    "style": "Casual|Retro|Vintage",
    "theme": [
      "Aviation",
      "Military",
      "Retro"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Casual",
      "Gift"
    ]
  },
  "created_at": "2026-01-12T11:48:40.251897",
  "updated_at": "2026-01-12T11:48:40.251897"
}

Recommendations (first 5)

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    "product_type": "keychain",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "2/17 POD products are keychains (11.8%). Aviation-themed keychains are popular 'remove before flight' style accessories.",
    "suggested_price_min": 11.691,
    "suggested_price_max": 14.289000000000001,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute best contrast for the light-colored text and the dark jet silhouette, making every element pop.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic military-adjacent color that offers excellent readability for the cream and yellow text.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#1b3022",
        "reasoning": "The deep green tone complements the retro sunset palette perfectly while maintaining high contrast.",
        "color_name": "Forest",
        "visibility_score": 9
      },
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        "priority": 4,
        "color_hex": "#50151a",
        "reasoning": "Harmonizes beautifully with the red stripe in the sunset and provides a rich, dark background for the text.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#333333",
        "reasoning": "A great dark neutral that fits the aviation/runway theme and offers strong visibility.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
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        "priority": 6,
        "color_hex": "#262626",
        "reasoning": "The slightly faded black enhances the distressed, retro aesthetic of the design.",
        "color_name": "Vintage Black",
        "visibility_score": 8
      },
      {
        "priority": 7,
        "color_hex": "#4c3a51",
        "reasoning": "A unique choice where the dark purple tones make the yellow 'RAPTOR' text stand out exceptionally well.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      },
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        "priority": 8,
        "color_hex": "#3e2756",
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        "color_name": "Team Purple",
        "visibility_score": 7
      },
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        "priority": 9,
        "color_hex": "#3b5998",
        "reasoning": "Offers a brighter color option that is still dark enough to maintain decent legibility for the text.",
        "color_name": "Heather Royal",
        "visibility_score": 7
      },
      {
        "priority": 10,
        "color_hex": "#0047ab",
        "reasoning": "A vibrant blue that provides a striking backdrop for the warm colors of the retro sunset.",
        "color_name": "True Royal",
        "visibility_score": 7
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "June,December,March",
    "autocomplete_boosted": false,
    "supporting_data": {
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      "launch_timing": {
        "seasonal": false,
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        "best_months": [
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          "December",
          "March"
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      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
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      "marketplace_strategy": {
        "reasoning": "Amazon has high search volume for specific military keywords. Redbubble is ideal for the technical and artistic nature of aviation designs.",
        "primary_marketplace": "amazon",
        "secondary_marketplaces": [
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          "etsy"
        ]
      }
    },
    "created_at": "2026-01-12T11:49:41.752920"
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    "product_type": "sweatshirt",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "2/17 POD products are sweatshirts (11.8%). Stable demand for military-themed outerwear, especially in peak months like December.",
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          "December",
          "March"
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      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Amazon has high search volume for specific military keywords. Redbubble is ideal for the technical and artistic nature of aviation designs.",
        "primary_marketplace": "amazon",
        "secondary_marketplaces": [
          "redbubble",
          "etsy"
        ]
      }
    },
    "created_at": "2026-01-12T11:49:41.752920"
  },
  {
    "product_type": "hat",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "2/17 POD products are hats (11.8%). Tactical and baseball caps featuring aircraft silhouettes are a staple in military fashion.",
    "suggested_price_min": 22.491,
    "suggested_price_max": 27.489,
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    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute best contrast for the light-colored text and the dark jet silhouette, making every element pop.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic military-adjacent color that offers excellent readability for the cream and yellow text.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#1b3022",
        "reasoning": "The deep green tone complements the retro sunset palette perfectly while maintaining high contrast.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#50151a",
        "reasoning": "Harmonizes beautifully with the red stripe in the sunset and provides a rich, dark background for the text.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#333333",
        "reasoning": "A great dark neutral that fits the aviation/runway theme and offers strong visibility.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 6,
        "color_hex": "#262626",
        "reasoning": "The slightly faded black enhances the distressed, retro aesthetic of the design.",
        "color_name": "Vintage Black",
        "visibility_score": 8
      },
      {
        "priority": 7,
        "color_hex": "#4c3a51",
        "reasoning": "A unique choice where the dark purple tones make the yellow 'RAPTOR' text stand out exceptionally well.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#3e2756",
        "reasoning": "Solid dark background that ensures the light-colored design elements remain clear and legible.",
        "color_name": "Team Purple",
        "visibility_score": 7
      },
      {
        "priority": 9,
        "color_hex": "#3b5998",
        "reasoning": "Offers a brighter color option that is still dark enough to maintain decent legibility for the text.",
        "color_name": "Heather Royal",
        "visibility_score": 7
      },
      {
        "priority": 10,
        "color_hex": "#0047ab",
        "reasoning": "A vibrant blue that provides a striking backdrop for the warm colors of the retro sunset.",
        "color_name": "True Royal",
        "visibility_score": 7
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "June,December,March",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Peaks in June and March coincide with airshow seasons, while December is driven by holiday gifting for military enthusiasts.",
        "best_months": [
          "June",
          "December",
          "March"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Amazon has high search volume for specific military keywords. Redbubble is ideal for the technical and artistic nature of aviation designs.",
        "primary_marketplace": "amazon",
        "secondary_marketplaces": [
          "redbubble",
          "etsy"
        ]
      }
    },
    "created_at": "2026-01-12T11:49:41.752920"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "consider",
    "confidence_score": 0.06,
    "reasoning": "1/17 POD products are hoodies (5.9%). Logical expansion for the aviation enthusiast market during cooler months.",
    "suggested_price_min": 35.991,
    "suggested_price_max": 43.989000000000004,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute best contrast for the light-colored text and the dark jet silhouette, making every element pop.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic military-adjacent color that offers excellent readability for the cream and yellow text.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#1b3022",
        "reasoning": "The deep green tone complements the retro sunset palette perfectly while maintaining high contrast.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#50151a",
        "reasoning": "Harmonizes beautifully with the red stripe in the sunset and provides a rich, dark background for the text.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#333333",
        "reasoning": "A great dark neutral that fits the aviation/runway theme and offers strong visibility.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 6,
        "color_hex": "#262626",
        "reasoning": "The slightly faded black enhances the distressed, retro aesthetic of the design.",
        "color_name": "Vintage Black",
        "visibility_score": 8
      },
      {
        "priority": 7,
        "color_hex": "#4c3a51",
        "reasoning": "A unique choice where the dark purple tones make the yellow 'RAPTOR' text stand out exceptionally well.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#3e2756",
        "reasoning": "Solid dark background that ensures the light-colored design elements remain clear and legible.",
        "color_name": "Team Purple",
        "visibility_score": 7
      },
      {
        "priority": 9,
        "color_hex": "#3b5998",
        "reasoning": "Offers a brighter color option that is still dark enough to maintain decent legibility for the text.",
        "color_name": "Heather Royal",
        "visibility_score": 7
      },
      {
        "priority": 10,
        "color_hex": "#0047ab",
        "reasoning": "A vibrant blue that provides a striking backdrop for the warm colors of the retro sunset.",
        "color_name": "True Royal",
        "visibility_score": 7
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "June,December,March",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 6,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Peaks in June and March coincide with airshow seasons, while December is driven by holiday gifting for military enthusiasts.",
        "best_months": [
          "June",
          "December",
          "March"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Amazon has high search volume for specific military keywords. Redbubble is ideal for the technical and artistic nature of aviation designs.",
        "primary_marketplace": "amazon",
        "secondary_marketplaces": [
          "redbubble",
          "etsy"
        ]
      }
    },
    "created_at": "2026-01-12T11:49:41.752920"
  },
  {
    "product_type": "mug",
    "recommendation_tier": "consider",
    "confidence_score": 0.06,
    "reasoning": "1/17 POD products are mugs (5.9%). A common gift item for veterans and aviation hobbyists.",
    "suggested_price_min": 15.290999999999999,
    "suggested_price_max": 18.689,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the absolute best contrast for the light-colored text and the dark jet silhouette, making every element pop.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "A classic military-adjacent color that offers excellent readability for the cream and yellow text.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#1b3022",
        "reasoning": "The deep green tone complements the retro sunset palette perfectly while maintaining high contrast.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#50151a",
        "reasoning": "Harmonizes beautifully with the red stripe in the sunset and provides a rich, dark background for the text.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#333333",
        "reasoning": "A great dark neutral that fits the aviation/runway theme and offers strong visibility.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 6,
        "color_hex": "#262626",
        "reasoning": "The slightly faded black enhances the distressed, retro aesthetic of the design.",
        "color_name": "Vintage Black",
        "visibility_score": 8
      },
      {
        "priority": 7,
        "color_hex": "#4c3a51",
        "reasoning": "A unique choice where the dark purple tones make the yellow 'RAPTOR' text stand out exceptionally well.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#3e2756",
        "reasoning": "Solid dark background that ensures the light-colored design elements remain clear and legible.",
        "color_name": "Team Purple",
        "visibility_score": 7
      },
      {
        "priority": 9,
        "color_hex": "#3b5998",
        "reasoning": "Offers a brighter color option that is still dark enough to maintain decent legibility for the text.",
        "color_name": "Heather Royal",
        "visibility_score": 7
      },
      {
        "priority": 10,
        "color_hex": "#0047ab",
        "reasoning": "A vibrant blue that provides a striking backdrop for the warm colors of the retro sunset.",
        "color_name": "True Royal",
        "visibility_score": 7
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "June,December,March",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 7,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Peaks in June and March coincide with airshow seasons, while December is driven by holiday gifting for military enthusiasts.",
        "best_months": [
          "June",
          "December",
          "March"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Amazon has high search volume for specific military keywords. Redbubble is ideal for the technical and artistic nature of aviation designs.",
        "primary_marketplace": "amazon",
        "secondary_marketplaces": [
          "redbubble",
          "etsy"
        ]
      }
    },
    "created_at": "2026-01-12T11:49:41.752920"
  }
]