🎨 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 (4)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (5 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 60,
  "product_titles": [
    "Gift For Bus Driver Women Men Funny Christmas T-shirt | eBay",
    "World's Most Awesome Bus Driver T Shirt. Fun Bus Driver Gifts. Bus Driver Gift Ideas. - Etsy UK",
    "Amazon.com: Everyone Needs a Smart Bus Driver - Sarcastic Bus Drivers T-Shirt : Clothing, Shoes & Jewelry",
    "Of Course I'm Crazy! -school Bus Driver T-shirt RM0041 - Etsy",
    "Mom Says I Ride on the Short Bus Because I'm Special Men's Tee Shirt 1493 | eBay",
    "Bus Drivers Gifts Everyone Needs a Smart Bus Driver Sarcastic Bus Drivers GIFT Notebook: 8.5X11 100 LINED PAGES : Murray, Stacey: Amazon.de: Books",
    "A Childs Life Is Flashing Before Your Eyes Funny Bus Driver Print On Back T-Shirt | CubeBik",
    "Bus Driver Buzzer Fare Ticket Stops Unisex T-Shirt | Mazezy",
    "Retired Bus Driver T-Shirt Made in the USA Size S to 5XL | eBay",
    "Worlds Best Bus Driver | Best Bus Driver T-Shirt | Zazzle",
    "Amazon.com: World's Best Bus Driver Busman Job Operator Buses T-Shirt : Clothing, Shoes & Jewelry",
    "Move Over Boys Let This Old Woman Show You How To Be A Bus Driver T-Shirt - Monsterry",
    "Don't Make Me Use My Bus Driver Voice\" Greeting Card for Sale by Marcid95 | Redbubble",
    "School Bus Driver Holiday Quiet Unisex Tee | eBay",
    "Buy World's Most Awesome Bus Driver T Shirt. Fun Bus Driver Gifts. Bus Driver Gift Ideas. Online in India - Etsy",
    "Be Nice to the Bus Driver It's a Long Walk Home T-shirt Personalised Gift Customised Name Message - Etsy",
    "Driver Funny School Bus Drivers Gift T-shirt, Vintage Retro Driving Drive Big Long Short Yellow Bus Work Job, Proud Us USA American, Retired - Etsy Israel",
    "Amazon.com: Low Battery Bus Driver Summer Recharge Required Last day T-Shirt for Men Women Girls Kids : Clothing, Shoes & Jewelry",
    "Iam A School Bus Driver Of Course Im Crazy Do You Think A Sane Person Would Do This Job Hoodie - Seseable",
    "Once You Become A Bus Driver All Your Problems' Unisex Baseball T-Shirt | Spreadshirt",
    "I Never Dreamed Id Grow Up To Be School Bus Driver Graphic T-shirt - Thegiftio",
    "Inktastic Future Bus Driver Shirt Childs Occupation Boys or Girls Baby Bodysuit - Walmart.com",
    "Retired Bus Driver Shirt Bus Driver Gift T Shirt With Quote Been There Done That Proud Bus Driver T-shirt #damn-busdriver - Etsy",
    "for bus drivers -7410 men's casual short sleeve t-shirt - \" to the bus driver\" graphic print, fabric, round neck, machine washable, black tee, driver appreciation shirt | print shirt | nontransparent",
    "School Bus Driver, Funny Bus Driver, Back to School, First Day If School, Bus Driver Retirement, 100 Days of School, Gifts for Bus Driver - Etsy",
    "Stop Glorifying Rats Men's 3D T-Shirt Back Print | Mazezy",
    "Retired Bus Driver Women's Classic T-Shirt | CafePress",
    "Hilarious Schoolbus Driver Saying School Bus Driver Joke Men's T-shirt Back Print - Monsterry DE",
    "Camiseta de conductor de autob\u00fas jubilado. Camiseta de regalo para conductor de autob\u00fas con frase \"He estado all\u00ed, lo he hecho\". Camiseta de conductor de autob\u00fas orgulloso. #damn-busdriver - Etsy Espa\u00f1a",
    "Bus Driver T-shirt, Funny Profession Gift for Men - Etsy UK",
    "Bus Driving Is Not An Easy Life But It's My Life Vintage Retro Unisex Tee Tshirt | eBay",
    "This item is unavailable - Etsy",
    "Gildan Tee Crewneck Ladies~School Bus Shirt~Size~X Large~Black~New/no tags | eBay",
    "School Bus Driver Funny Retired Best Bus Driver Ever Womens Back Print T-shirt - Seseable",
    "Most Important Call Me Grandma School Bus Driver Mama Old Women T-shirt | Mazezy UK",
    "Keep My Bus Clean I Know Where You Live Shirt, Christmas Gift, Bus Driver Gift, Birthday Gift, Father's Day, Gift for Dad - ID: 1552 - Etsy",
    "Driver T-shirt Bus Driver Tee Shirt Driving Bus Driver Tee Shirt Funny T-shirt - Ministry Of Gender, Children and Social Protection",
    "Be careful not to run over you, I am a bus driver\" Essential T-Shirt for Sale by sednalafandy79 | Redbubble",
    "This is What an Awesome Bus Driver Looks Like - Etsy",
    "Bus Driver Sarcastic Shirt for Bus Driver Hourly Rate T-shirt Bus Driver T Shirt Gift for Bus Driver Funny Shirt #rate-busdriver - Etsy Israel",
    "Oh yeah I forgot about that! Hoodie | Zazzle",
    "School Bus Driver Shirt School Bus Driver Gift Cool T Shirt With Quote School Bus Driver T-shirt #tired1-schoolbusdriver - Etsy Israel",
    "Early Rising, Always Smiling, Safe Driving Bus Driver Positive Unisex 2-Sided Short-Sleeved T-Shirt - Silkscreened Personalization Available | Positive Promotions",
    "I'm A Bus Driver What Is Your Superpower Driving School Bus Svg Design - Karimoos",
    "I Never Dreamed I'd Grow Up To Be School Bus Driver Svg Cutting File \u2013 artprintfile",
    "The Partridge Family Get Happy Bus T-shirt - Etsy",
    "SCHOOL BUS DRIVER PRECIOUS CARGO black L t shirt | eBay",
    "Bus Driver Svg Bundle, School Bus Svg, School Bus Driver Svg, Bus Driver Png, Bus Driver Shirt Svg, Transportation Squad Svg, Driver Svg - Etsy",
    "School Bus Driver SVG PNG | Funny Bus Driver Shirt Design, Back to School Svg, Transportation Staff Gift, Teacher & Bus Svg Cricut 300 DPI - Etsy Ireland",
    "Retired School Bus Driver For School Bus Driver T-Shirt | Zazzle"
  ],
  "created_at": "2026-01-03T06:35:45.366056"
}

Keyword Analysis

{
  "primary_keyword": "bus driver",
  "primary_keyword_confidence": 0.85,
  "raw_keywords": [
    "Gift For Bus Driver Women Men Funny Christmas T-shirt | eBay",
    "World's Most Awesome Bus Driver T Shirt. Fun Bus Driver Gifts. Bus Driver Gift Ideas. - Etsy UK",
    "Amazon.com: Everyone Needs a Smart Bus Driver - Sarcastic Bus Drivers T-Shirt : Clothing, Shoes & Jewelry",
    "Of Course I'm Crazy! -school Bus Driver T-shirt RM0041 - Etsy",
    "Mom Says I Ride on the Short Bus Because I'm Special Men's Tee Shirt 1493 | eBay",
    "Bus Drivers Gifts Everyone Needs a Smart Bus Driver Sarcastic Bus Drivers GIFT Notebook: 8.5X11 100 LINED PAGES : Murray, Stacey: Amazon.de: Books",
    "A Childs Life Is Flashing Before Your Eyes Funny Bus Driver Print On Back T-Shirt | CubeBik",
    "Bus Driver Buzzer Fare Ticket Stops Unisex T-Shirt | Mazezy",
    "Retired Bus Driver T-Shirt Made in the USA Size S to 5XL | eBay",
    "Worlds Best Bus Driver | Best Bus Driver T-Shirt | Zazzle",
    "Amazon.com: World's Best Bus Driver Busman Job Operator Buses T-Shirt : Clothing, Shoes & Jewelry",
    "Move Over Boys Let This Old Woman Show You How To Be A Bus Driver T-Shirt - Monsterry",
    "Don't Make Me Use My Bus Driver Voice\" Greeting Card for Sale by Marcid95 | Redbubble",
    "School Bus Driver Holiday Quiet Unisex Tee | eBay",
    "Buy World's Most Awesome Bus Driver T Shirt. Fun Bus Driver Gifts. Bus Driver Gift Ideas. Online in India - Etsy",
    "Be Nice to the Bus Driver It's a Long Walk Home T-shirt Personalised Gift Customised Name Message - Etsy",
    "Driver Funny School Bus Drivers Gift T-shirt, Vintage Retro Driving Drive Big Long Short Yellow Bus Work Job, Proud Us USA American, Retired - Etsy Israel",
    "Amazon.com: Low Battery Bus Driver Summer Recharge Required Last day T-Shirt for Men Women Girls Kids : Clothing, Shoes & Jewelry",
    "Iam A School Bus Driver Of Course Im Crazy Do You Think A Sane Person Would Do This Job Hoodie - Seseable",
    "Once You Become A Bus Driver All Your Problems' Unisex Baseball T-Shirt | Spreadshirt",
    "I Never Dreamed Id Grow Up To Be School Bus Driver Graphic T-shirt - Thegiftio",
    "Inktastic Future Bus Driver Shirt Childs Occupation Boys or Girls Baby Bodysuit - Walmart.com",
    "Retired Bus Driver Shirt Bus Driver Gift T Shirt With Quote Been There Done That Proud Bus Driver T-shirt #damn-busdriver - Etsy",
    "for bus drivers -7410 men's casual short sleeve t-shirt - \" to the bus driver\" graphic print, fabric, round neck, machine washable, black tee, driver appreciation shirt | print shirt | nontransparent",
    "School Bus Driver, Funny Bus Driver, Back to School, First Day If School, Bus Driver Retirement, 100 Days of School, Gifts for Bus Driver - Etsy",
    "Stop Glorifying Rats Men's 3D T-Shirt Back Print | Mazezy",
    "Retired Bus Driver Women's Classic T-Shirt | CafePress",
    "Hilarious Schoolbus Driver Saying School Bus Driver Joke Men's T-shirt Back Print - Monsterry DE",
    "Camiseta de conductor de autob\u00fas jubilado. Camiseta de regalo para conductor de autob\u00fas con frase \"He estado all\u00ed, lo he hecho\". Camiseta de conductor de autob\u00fas orgulloso. #damn-busdriver - Etsy Espa\u00f1a",
    "Bus Driver T-shirt, Funny Profession Gift for Men - Etsy UK",
    "Bus Driving Is Not An Easy Life But It's My Life Vintage Retro Unisex Tee Tshirt | eBay",
    "This item is unavailable - Etsy",
    "Gildan Tee Crewneck Ladies~School Bus Shirt~Size~X Large~Black~New/no tags | eBay",
    "School Bus Driver Funny Retired Best Bus Driver Ever Womens Back Print T-shirt - Seseable",
    "Most Important Call Me Grandma School Bus Driver Mama Old Women T-shirt | Mazezy UK",
    "Keep My Bus Clean I Know Where You Live Shirt, Christmas Gift, Bus Driver Gift, Birthday Gift, Father's Day, Gift for Dad - ID: 1552 - Etsy",
    "Driver T-shirt Bus Driver Tee Shirt Driving Bus Driver Tee Shirt Funny T-shirt - Ministry Of Gender, Children and Social Protection",
    "Be careful not to run over you, I am a bus driver\" Essential T-Shirt for Sale by sednalafandy79 | Redbubble",
    "This is What an Awesome Bus Driver Looks Like - Etsy",
    "Bus Driver Sarcastic Shirt for Bus Driver Hourly Rate T-shirt Bus Driver T Shirt Gift for Bus Driver Funny Shirt #rate-busdriver - Etsy Israel",
    "Oh yeah I forgot about that! Hoodie | Zazzle",
    "School Bus Driver Shirt School Bus Driver Gift Cool T Shirt With Quote School Bus Driver T-shirt #tired1-schoolbusdriver - Etsy Israel",
    "Early Rising, Always Smiling, Safe Driving Bus Driver Positive Unisex 2-Sided Short-Sleeved T-Shirt - Silkscreened Personalization Available | Positive Promotions",
    "I'm A Bus Driver What Is Your Superpower Driving School Bus Svg Design - Karimoos",
    "I Never Dreamed I'd Grow Up To Be School Bus Driver Svg Cutting File \u2013 artprintfile",
    "The Partridge Family Get Happy Bus T-shirt - Etsy",
    "SCHOOL BUS DRIVER PRECIOUS CARGO black L t shirt | eBay",
    "Bus Driver Svg Bundle, School Bus Svg, School Bus Driver Svg, Bus Driver Png, Bus Driver Shirt Svg, Transportation Squad Svg, Driver Svg - Etsy",
    "School Bus Driver SVG PNG | Funny Bus Driver Shirt Design, Back to School Svg, Transportation Staff Gift, Teacher & Bus Svg Cricut 300 DPI - Etsy Ireland",
    "Retired School Bus Driver For School Bus Driver T-Shirt | Zazzle"
  ],
  "filtered_keywords": [
    "driver women",
    "school bus",
    "bus drivers",
    "driver sarcastic"
  ],
  "created_at": "2026-01-03T06:35:58.539375"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "bus driver jobs",
    "bus driver salary",
    "bus driver jobs near me",
    "bus driver appreciation day",
    "bus driver appreciation day 2026",
    "bus driver stardew",
    "bus driver training near me",
    "bus driver simpsons",
    "bus driver appreciation day 2025",
    "bus driver movie",
    "bus driver gifts",
    "bus driver billy madison",
    "bus driver hat",
    "bus driver kevin mckay",
    "bus driver shoots passenger"
  ],
  "created_at": "2026-01-03T06:36:16.074033"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 67.04,
    "peak_interest": 100.0,
    "current_interest": 51.0,
    "trend_direction": "rising",
    "is_seasonal": false,
    "peak_months": [
      "10",
      "8",
      "12"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-03T06:36:17.160788",
    "related_queries": [
      {
        "type": "top",
        "query": "bus driver school",
        "value": 100
      },
      {
        "type": "top",
        "query": "school bus",
        "value": 95
      },
      {
        "type": "top",
        "query": "the bus driver",
        "value": 90
      },
      {
        "type": "top",
        "query": "bus driver jobs",
        "value": 37
      },
      {
        "type": "top",
        "query": "bus driver salary",
        "value": 23
      },
      {
        "type": "top",
        "query": "school bus driver jobs",
        "value": 16
      },
      {
        "type": "top",
        "query": "bus driver day",
        "value": 15
      },
      {
        "type": "top",
        "query": "bus driver pay",
        "value": 14
      },
      {
        "type": "top",
        "query": "city bus driver",
        "value": 12
      },
      {
        "type": "top",
        "query": "bus driver job",
        "value": 12
      },
      {
        "type": "rising",
        "query": "why is my bus driver playing mitski",
        "value": 40200
      },
      {
        "type": "rising",
        "query": "bus driver appreciation day 2026",
        "value": 26900
      },
      {
        "type": "rising",
        "query": "timmy reynolds bus driver",
        "value": 19700
      },
      {
        "type": "rising",
        "query": "kevin mckay",
        "value": 17900
      },
      {
        "type": "rising",
        "query": "kevin mckay bus driver son",
        "value": 14600
      },
      {
        "type": "rising",
        "query": "the lost bus true story",
        "value": 12800
      },
      {
        "type": "rising",
        "query": "marta bus driver killed",
        "value": 12250
      },
      {
        "type": "rising",
        "query": "kevin mckay bus driver",
        "value": 11800
      },
      {
        "type": "rising",
        "query": "pewaukee bus driver",
        "value": 10550
      },
      {
        "type": "rising",
        "query": "paradise fire 2018 bus driver",
        "value": 10450
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/01bjv",
        "topic_type": "Transit service type",
        "topic_title": "Bus"
      },
      {
        "type": "top",
        "value": 71,
        "topic_id": "/m/0bk5m9",
        "topic_type": "Career",
        "topic_title": "Bus driver"
      },
      {
        "type": "top",
        "value": 27,
        "topic_id": "/m/06zdj",
        "topic_type": "Organization type",
        "topic_title": "School"
      },
      {
        "type": "top",
        "value": 24,
        "topic_id": "/m/02yvhj",
        "topic_type": "Topic",
        "topic_title": "School bus"
      },
      {
        "type": "top",
        "value": 11,
        "topic_id": "/m/04115t2",
        "topic_type": "Topic",
        "topic_title": "Job"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/02w88k",
        "topic_type": "Topic",
        "topic_title": "Salary"
      },
      {
        "type": "top",
        "value": 6,
        "topic_id": "/m/0kw6d",
        "topic_type": "Topic",
        "topic_title": "Driving"
      },
      {
        "type": "top",
        "value": 3,
        "topic_id": "/m/04ctxd",
        "topic_type": "Topic",
        "topic_title": "Commercial driver's license"
      },
      {
        "type": "top",
        "value": 3,
        "topic_id": "/m/07yv9",
        "topic_type": "Topic",
        "topic_title": "Vehicle"
      },
      {
        "type": "top",
        "value": 2,
        "topic_id": "/m/02htf",
        "topic_type": "Software type",
        "topic_title": "Device driver"
      },
      {
        "type": "rising",
        "value": 127650,
        "topic_id": "/m/01ws364",
        "topic_type": "Musician",
        "topic_title": "Kevin McKay"
      },
      {
        "type": "rising",
        "value": 78000,
        "topic_id": "/g/11y432xh50",
        "topic_type": "2025 film",
        "topic_title": "The Lost Bus"
      },
      {
        "type": "rising",
        "value": 7450,
        "topic_id": "/m/012wrsgw",
        "topic_type": "American singer-songwriter",
        "topic_title": "Mitski"
      },
      {
        "type": "rising",
        "value": 5550,
        "topic_id": "/g/11xrsq9p4y",
        "topic_type": "Topic",
        "topic_title": "Kevin McKay"
      },
      {
        "type": "rising",
        "value": 1300,
        "topic_id": "/g/11w9ck2342",
        "topic_type": "Topic",
        "topic_title": "Right of way"
      },
      {
        "type": "rising",
        "value": 800,
        "topic_id": "/g/11y22wm47k",
        "topic_type": "Topic",
        "topic_title": "Bus Driver"
      },
      {
        "type": "rising",
        "value": 50,
        "topic_id": "/m/02htf",
        "topic_type": "Software type",
        "topic_title": "Device driver"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 32.54,
    "peak_interest": 100.0,
    "current_interest": 26.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-03T06:36:17.257637",
    "evergreen_status": "trending_up",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoKYnVzIGRyaXZlcjIMCAMSBk5lYXJieRgCWPitIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+nearby&shoprs=CAEYAyoKYnVzIGRyaXZlcjIMCAMSBk5lYXJieRgCWPitIGAC"
          },
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioKYnVzIGRyaXZlcjITCAYSB09uIHNhbGUYAiIESgIYAVj4rSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+sale&shoprs=CAESBEoCGAEYBioKYnVzIGRyaXZlcjITCAYSB09uIHNhbGUYAiIESgIYAVj4rSBgAg"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioKYnVzIGRyaXZlcjIHCAoSA05ld1j4rSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+bus+driver&shoprs=CAEYCioKYnVzIGRyaXZlcjIHCAoSA05ld1j4rSBgAg"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioKYnVzIGRyaXZlcjIICAoSBFVzZWRY-K0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+bus+driver&shoprs=CAEYCioKYnVzIGRyaXZlcjIICAoSBFVzZWRY-K0gYAI"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqCmJ1cyBkcml2ZXIyHAgWEg5TbWFsbCBidXNpbmVzcyICagAqBBABGAFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver&shoprs=CAESAmoAGBYqCmJ1cyBkcml2ZXIyHAgWEg5TbWFsbCBidXNpbmVzcyICagAqBBABGAFgAg"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Price",
        "options": [
          {
            "text": "Under $6",
            "shoprs": "CAESDRILEQAAAABg41ZBGAEYBSoKYnVzIGRyaXZlcjIhCAUSCFVuZGVyICQ2GAIiDRILEQAAAABg41ZBGAEqAhgBWPitIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+under+%246&shoprs=CAESDRILEQAAAABg41ZBGAEYBSoKYnVzIGRyaXZlcjIhCAUSCFVuZGVyICQ2GAIiDRILEQAAAABg41ZBGAEqAhgBWPitIGAC"
          },
          {
            "text": "$6 - $15",
            "shoprs": "CAESFhIUCQAAAABg41ZBEQAAAAA4nGxBGAEYBSoKYnVzIGRyaXZlcjIqCAUSCCQ2IC0gJDE1GAIiFhIUCQAAAABg41ZBEQAAAAA4nGxBGAEqAhgBWPitIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+between+%246+and+%2415&shoprs=CAESFhIUCQAAAABg41ZBEQAAAAA4nGxBGAEYBSoKYnVzIGRyaXZlcjIqCAUSCCQ2IC0gJDE1GAIiFhIUCQAAAABg41ZBEQAAAAA4nGxBGAEqAhgBWPitIGAC"
          },
          {
            "text": "$15 - $30",
            "shoprs": "CAESFhIUCQAAAAA4nGxBEQAAAAA4nHxBGAEYBSoKYnVzIGRyaXZlcjIrCAUSCSQxNSAtICQzMBgCIhYSFAkAAAAAOJxsQREAAAAAOJx8QRgBKgIYAVj4rSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+between+%2415+and+%2430&shoprs=CAESFhIUCQAAAAA4nGxBEQAAAAA4nHxBGAEYBSoKYnVzIGRyaXZlcjIrCAUSCSQxNSAtICQzMBgCIhYSFAkAAAAAOJxsQREAAAAAOJx8QRgBKgIYAVj4rSBgAg"
          },
          {
            "text": "Over $30",
            "shoprs": "CAESDRILCQAAAAA4nHxBGAEYBSoKYnVzIGRyaXZlcjIhCAUSCE92ZXIgJDMwGAIiDRILCQAAAAA4nHxBGAEqAhgBWPitIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=bus+driver+over+%2430&shoprs=CAESDRILCQAAAAA4nHxBGAEYBSoKYnVzIGRyaXZlcjIhCAUSCE92ZXIgJDMwGAIiDRILCQAAAAA4nHxBGAEqAhgBWPitIGAC"
          }
        ],
        "input_type": "price_range"
      },
      {
        "type": "Stores",
        "options": [
          {
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "Bus driving is a professional occupation for adults, and the sarcastic humor is targeted at a mature audience.",
  "primary_gender": "unisex",
  "gender_confidence": 0.95,
  "gender_reasoning": "The design uses gender-neutral language and imagery that appeals to both men and women in the profession.",
  "target_personas": [
    "School bus drivers",
    "Public transit drivers",
    "Gift buyers for bus drivers",
    "Transportation workers with a sense of humor"
  ],
  "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 features the text 'EVERYONE NEEDS A Smart Sarcastic BUS DRIVER IN THEIR LIFE I'M HAPPY TO BE OF Service To You' along with a graphic of a school bus. There are no years (e.g., 'Class of 2024'), specific dates, or holiday-specific icons present in the design. The message is a general profession-based sentiment that remains relevant indefinitely.\n\nSEASONALITY: As no specific trends data was provided, seasonality is determined by the design's theme: school bus drivers. Demand for appreciation gifts for school staff typically peaks during the end of the school year (May/June), the start of the school year (August/September), and the December holiday season. The 'sarcastic' and 'service' messaging suggests it is intended as a gift from students/parents or a self-purchase for the driver during these key school milestones.",
  "seasonal_activation_months": [
    5,
    6,
    8,
    9,
    12
  ],
  "market_seasonality": "seasonal_peak",
  "promotion_intensity": "boost_during_peak",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "Funny Bus Driver Gift Sarcastic School Bus Driver Appreciation Day T-Shirt Men",
    "primary": "Everyone Needs a Smart Sarcastic Bus Driver T-Shirt",
    "etsy_140": "Sarcastic Bus Driver Gift, Everyone Needs a Smart Bus Driver Shirt, School Bus Driver Appreciation Day 2025, Funny Driver Women Men Tee",
    "amazon_200": "Everyone Needs a Smart Sarcastic Bus Driver T-Shirt - Funny School Bus Driver Appreciation Day Gift for Men and Women - Sarcastic Bus Drivers Tee - Happy to Be of Service",
    "shopify_70": "Smart Sarcastic Bus Driver T-Shirt - Funny School Bus Gift"
  },
  "descriptions": {
    "seo_optimized": "Show off your wit behind the wheel with this 'Everyone Needs a Smart Sarcastic Bus Driver' t-shirt. Perfect for school bus drivers who love a bit of humor, this design makes an excellent bus driver appreciation day gift for the person who keeps the wheels turning with a smile and a joke. Featuring a vibrant green school bus graphic, it's the ideal way to celebrate your favorite driver's service.",
    "short_summary": "A funny and sarcastic t-shirt designed for school bus drivers who take pride in their service and their sense of humor."
  },
  "bullet_points": [
    "Features the humorous text: 'Everyone Needs a Smart Sarcastic Bus Driver In Their Life'",
    "Ideal gift for Bus Driver Appreciation Day 2025 or 2026 to show your gratitude",
    "Vibrant green and gold school bus graphic with a professional yet funny aesthetic",
    "Available in multiple colors including Navy, Forest, Team Purple, and Vintage Black",
    "Perfect for school bus drivers, public transit drivers, and transit workers who love a good laugh"
  ],
  "keywords": {
    "primary": [
      "bus driver",
      "bus driver appreciation day",
      "school bus",
      "bus drivers",
      "driver sarcastic"
    ],
    "etsy_tags": [
      "bus driver",
      "school bus driver",
      "bus driver gift",
      "sarcastic driver",
      "bus driver shirt",
      "appreciation day",
      "funny driver shirt",
      "driver women",
      "driver men",
      "school bus",
      "transit driver",
      "bus driver 2025",
      "gift for driver"
    ],
    "secondary": [
      "bus driver appreciation day 2025",
      "bus driver appreciation day 2026",
      "driver women",
      "funny bus driver gift",
      "school bus driver",
      "transit driver"
    ]
  },
  "item_specifics": {
    "style": "Funny|Sarcastic|Professional",
    "theme": [
      "School Bus",
      "Transportation",
      "Humor"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Work",
      "School",
      "Gift",
      "Bus Driver Appreciation Day"
    ]
  },
  "created_at": "2026-01-03T06:37:39.020289",
  "updated_at": "2026-01-03T06:37:39.020289"
}

Recommendations (first 5)

[
  {
    "product_type": "t-shirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.394,
    "reasoning": "13/34 POD products are t-shirts, indicating strong market presence.",
    "suggested_price_min": 18.900000000000002,
    "suggested_price_max": 23.1,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the highest level of contrast for the white and gold text, ensuring every part of the design is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 9
      },
      {
        "priority": 2,
        "color_hex": "#1b2431",
        "reasoning": "A classic dark background that allows the white and gold elements to pop while maintaining a professional look.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#2d3e33",
        "reasoning": "The deep green background complements the bus graphic and green text while providing excellent contrast for the white script.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#4b2e83",
        "reasoning": "The vibrant purple creates a striking backdrop that makes the gold 'Everyone Needs A' and 'I'm Happy To Be Of' text stand out.",
        "color_name": "Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#353535",
        "reasoning": "Offers the same high-contrast benefits as black but with a softer, more trendy aesthetic that appeals to many buyers.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#4d5d53",
        "reasoning": "An earthy tone that works harmoniously with the green elements of the design while keeping the white text clear.",
        "color_name": "Heather Military Green",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#500000",
        "reasoning": "The rich, dark red provides a sophisticated contrast that highlights the white and gold components effectively.",
        "color_name": "Maroon",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#004d4d",
        "reasoning": "A unique, modern color choice that maintains high visibility for all design elements without being overwhelming.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      },
      {
        "priority": 9,
        "color_hex": "#3d3d3d",
        "reasoning": "A solid dark neutral that ensures the white text remains sharp and the green bus graphic is clearly defined.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#4169e1",
        "reasoning": "The bright blue background provides a high-energy look that makes the white 'Smart' and 'Sarcastic' text very easy to read.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,October,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 1,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Rising trend with peak interest in August, October, and December.",
        "best_months": [
          "August",
          "October",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items; Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-03T06:38:00.311737"
  },
  {
    "product_type": "tumbler",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.212,
    "reasoning": "7/34 POD products are tumblers, showing moderate interest in this category.",
    "suggested_price_min": 18.0,
    "suggested_price_max": 22.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the highest level of contrast for the white and gold text, ensuring every part of the design is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 9
      },
      {
        "priority": 2,
        "color_hex": "#1b2431",
        "reasoning": "A classic dark background that allows the white and gold elements to pop while maintaining a professional look.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#2d3e33",
        "reasoning": "The deep green background complements the bus graphic and green text while providing excellent contrast for the white script.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#4b2e83",
        "reasoning": "The vibrant purple creates a striking backdrop that makes the gold 'Everyone Needs A' and 'I'm Happy To Be Of' text stand out.",
        "color_name": "Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#353535",
        "reasoning": "Offers the same high-contrast benefits as black but with a softer, more trendy aesthetic that appeals to many buyers.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#4d5d53",
        "reasoning": "An earthy tone that works harmoniously with the green elements of the design while keeping the white text clear.",
        "color_name": "Heather Military Green",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#500000",
        "reasoning": "The rich, dark red provides a sophisticated contrast that highlights the white and gold components effectively.",
        "color_name": "Maroon",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#004d4d",
        "reasoning": "A unique, modern color choice that maintains high visibility for all design elements without being overwhelming.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      },
      {
        "priority": 9,
        "color_hex": "#3d3d3d",
        "reasoning": "A solid dark neutral that ensures the white text remains sharp and the green bus graphic is clearly defined.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#4169e1",
        "reasoning": "The bright blue background provides a high-energy look that makes the white 'Smart' and 'Sarcastic' text very easy to read.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,October,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Rising trend with peak interest in August, October, and December.",
        "best_months": [
          "August",
          "October",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items; Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-03T06:38:00.311737"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.121,
    "reasoning": "4/34 POD products are hoodies, suggesting a niche but viable market.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the highest level of contrast for the white and gold text, ensuring every part of the design is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 9
      },
      {
        "priority": 2,
        "color_hex": "#1b2431",
        "reasoning": "A classic dark background that allows the white and gold elements to pop while maintaining a professional look.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#2d3e33",
        "reasoning": "The deep green background complements the bus graphic and green text while providing excellent contrast for the white script.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#4b2e83",
        "reasoning": "The vibrant purple creates a striking backdrop that makes the gold 'Everyone Needs A' and 'I'm Happy To Be Of' text stand out.",
        "color_name": "Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#353535",
        "reasoning": "Offers the same high-contrast benefits as black but with a softer, more trendy aesthetic that appeals to many buyers.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#4d5d53",
        "reasoning": "An earthy tone that works harmoniously with the green elements of the design while keeping the white text clear.",
        "color_name": "Heather Military Green",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#500000",
        "reasoning": "The rich, dark red provides a sophisticated contrast that highlights the white and gold components effectively.",
        "color_name": "Maroon",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#004d4d",
        "reasoning": "A unique, modern color choice that maintains high visibility for all design elements without being overwhelming.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      },
      {
        "priority": 9,
        "color_hex": "#3d3d3d",
        "reasoning": "A solid dark neutral that ensures the white text remains sharp and the green bus graphic is clearly defined.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#4169e1",
        "reasoning": "The bright blue background provides a high-energy look that makes the white 'Smart' and 'Sarcastic' text very easy to read.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,October,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Rising trend with peak interest in August, October, and December.",
        "best_months": [
          "August",
          "October",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items; Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-03T06:38:00.311737"
  },
  {
    "product_type": "mug",
    "recommendation_tier": "consider",
    "confidence_score": 0.091,
    "reasoning": "3/34 POD products are mugs, indicating some demand for this product type.",
    "suggested_price_min": 13.5,
    "suggested_price_max": 16.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the highest level of contrast for the white and gold text, ensuring every part of the design is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 9
      },
      {
        "priority": 2,
        "color_hex": "#1b2431",
        "reasoning": "A classic dark background that allows the white and gold elements to pop while maintaining a professional look.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#2d3e33",
        "reasoning": "The deep green background complements the bus graphic and green text while providing excellent contrast for the white script.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#4b2e83",
        "reasoning": "The vibrant purple creates a striking backdrop that makes the gold 'Everyone Needs A' and 'I'm Happy To Be Of' text stand out.",
        "color_name": "Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#353535",
        "reasoning": "Offers the same high-contrast benefits as black but with a softer, more trendy aesthetic that appeals to many buyers.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#4d5d53",
        "reasoning": "An earthy tone that works harmoniously with the green elements of the design while keeping the white text clear.",
        "color_name": "Heather Military Green",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#500000",
        "reasoning": "The rich, dark red provides a sophisticated contrast that highlights the white and gold components effectively.",
        "color_name": "Maroon",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#004d4d",
        "reasoning": "A unique, modern color choice that maintains high visibility for all design elements without being overwhelming.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      },
      {
        "priority": 9,
        "color_hex": "#3d3d3d",
        "reasoning": "A solid dark neutral that ensures the white text remains sharp and the green bus graphic is clearly defined.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#4169e1",
        "reasoning": "The bright blue background provides a high-energy look that makes the white 'Smart' and 'Sarcastic' text very easy to read.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,October,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
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        "seasonal": false,
        "reasoning": "Rising trend with peak interest in August, October, and December.",
        "best_months": [
          "August",
          "October",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items; Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-03T06:38:00.311737"
  },
  {
    "product_type": "blanket",
    "recommendation_tier": "consider",
    "confidence_score": 0.091,
    "reasoning": "3/34 POD products are blankets, showing a niche opportunity.",
    "suggested_price_min": 27.0,
    "suggested_price_max": 33.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the highest level of contrast for the white and gold text, ensuring every part of the design is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 9
      },
      {
        "priority": 2,
        "color_hex": "#1b2431",
        "reasoning": "A classic dark background that allows the white and gold elements to pop while maintaining a professional look.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#2d3e33",
        "reasoning": "The deep green background complements the bus graphic and green text while providing excellent contrast for the white script.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#4b2e83",
        "reasoning": "The vibrant purple creates a striking backdrop that makes the gold 'Everyone Needs A' and 'I'm Happy To Be Of' text stand out.",
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        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#353535",
        "reasoning": "Offers the same high-contrast benefits as black but with a softer, more trendy aesthetic that appeals to many buyers.",
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        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#4d5d53",
        "reasoning": "An earthy tone that works harmoniously with the green elements of the design while keeping the white text clear.",
        "color_name": "Heather Military Green",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#500000",
        "reasoning": "The rich, dark red provides a sophisticated contrast that highlights the white and gold components effectively.",
        "color_name": "Maroon",
        "visibility_score": 8
      },
      {
        "priority": 8,
        "color_hex": "#004d4d",
        "reasoning": "A unique, modern color choice that maintains high visibility for all design elements without being overwhelming.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      },
      {
        "priority": 9,
        "color_hex": "#3d3d3d",
        "reasoning": "A solid dark neutral that ensures the white text remains sharp and the green bus graphic is clearly defined.",
        "color_name": "Asphalt",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#4169e1",
        "reasoning": "The bright blue background provides a high-energy look that makes the white 'Smart' and 'Sarcastic' text very easy to read.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,October,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
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        "seasonal": false,
        "reasoning": "Rising trend with peak interest in August, October, and December.",
        "best_months": [
          "August",
          "October",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items; Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-03T06:38:00.311737"
  }
]