🎨 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 (9 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 59,
  "product_titles": [
    "Lab Life Shirt, Funny Science Tee, Chemistry Lover T-shirt, Laboratory Tech Gift, Medical Lab Graphic Tee, Science Work Shirt - Etsy Canada",
    "Lablife - Laboratory Technician Lab Rat Medical Technologist T-Shirt - Walmart.com",
    "Lablife Gift, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Sweatshir | eBay",
    "Amazon.com: Laboratory Scientist St. Patricks Day Chemist Technician Premium T-Shirt : Clothing, Shoes & Jewelry",
    "Lablife Gift, Lab Tech Shirt, Funny Medical Technician Gift, Med Week T-shirt | eBay",
    "Country Roads Take Me Home T-shirt / Funny Farmer Shirt / Vintage Country Roads / Farming / Gardening / Planting Trees / Town Shirt - Etsy Canada",
    "Lab-Life Medical Lab Tech Technician Outfit Lab Technologist T-Shirt : Amazon.fr: Mode",
    "Funny Lab Life Floral Beaker T-Shirt Sale - | Goodnurselife",
    "Amazon.com: Funny Biology Meme Teacher Student Microskop Gift T-Shirt for Men Women : Clothing, Shoes & Jewelry",
    "Lab Tech T-Shirt - Cute Outfit for Lab Technologists Ghana | Ubuy",
    "Funny Lablife Biology Svg Digital Cutting File \u2013 artprintfile",
    "Camiseta Bot\u00e2nica Lab Life | Camiseta Floral Beaker | Camiseta Science Enthusiast | Camiseta Medical Technologist | Camiseta Laboratory Lover | Camiseta Lab Tech - Etsy Portugal",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Essential T-Shirt for Sale by NewDayDesigns | Redbubble",
    "Lab Tech Be Nice To Me Im A Lab Tech Laboratory Men's Back Print T-shirt | Mazezy CA",
    "Lab Life Botanical Tee | Floral Beaker Shirt | Science Enthusiast Shirt | Medical Technologist Tee | Laboratory Lover T-shirt | Lab Tech - Etsy UK",
    "I'M THE SCIENCE BEHIND THE MEDICINE #LABLIFE T-Shirt | Zazzle",
    "Lablife T-shirt, Laboratory Technician T-shirt, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Tshirt, Funny Quote, Unisex - Etsy Canada",
    "Lablife T-shirt, Laboratory Technician T-shirt, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Tshirt, Funny Quote, Unisex - Etsy",
    "Lab Tech Cute Lab Technician Outfit Lab Technologist Gift T | Desertcart Angola",
    "shirt geek t shirt - Temu Canada",
    "Shut Up Liver You're Fine Funny St Patrick's day' Teenage T-Shirt | Spreadshirt",
    "Lab Life Botanical T-shirt | Floral Beaker Science Tee | Medical Technologist Gift | Laboratory Lover Shirt | Chemistry Teacher Shirt | STEM - Etsy UK",
    "Amazon.com: Lablife product Gift for Chemicals Hashtag lab life Pullover Hoodie : Clothing, Shoes & Jewelry",
    "Funny Science Graphic T Shirts Men Cotton Men's Clothing Original Tees Fashionable and Trendy Streetwear Printed On - AliExpress",
    "Lab Life T-Shirt, Wissenschaft Geschenk, Lab Life Shirt, Laborwissenschaftler Shirt, Wissenschaft Shirt, Laborantin, Lab Tech Shirt, Lab Shirts - Etsy.de",
    "Lablife design Gift Hashtag lab life PhD Science graphic\" Essential T-Shirt for Sale by D-C-Designs | Redbubble",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Pin for Sale by NewDayDesigns | Redbubble",
    "\"Lablife design Gift Hashtag lab life PhD Science graphic\" Kids T-Shirt for Sale by D-C-Designs | Redbubble",
    "Science Valentines Day Chemistry Teacher Love Women T-shirt - Monsterry CA",
    "Lab Life Botanical Tee | Floral Beaker Shirt | Science Enthusiast Shirt | Medical Technologist Tee | Laboratory Lover T-shirt | Lab Tech - Etsy Canada",
    "Weiqiqre Mens Sweatshirt Three-quarters Sleeve Valentine's Day Heart Pattern Print Casual Round Neck Pullover Tee Tops - Walmart.ca",
    "This item is unavailable - Etsy",
    "Laboratory Tech Love Lab Life Lab Tech Onesie by Me - Fine Art America",
    "Fun Science Teacher Gifts Chemistry Biology Physics Professor Student TShirt Print Clothing Harajuku Streetwear Women's Clothing - AliExpress",
    "Chemistry Shirt, Future Chemist T-shirt, Chemistry Student Gift, Glass Beaker Graphic Tee, Future Genius Science Gift - Etsy Canada",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Poster for Sale by NewDayDesigns | Redbubble",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Sticker for Sale by NewDayDesigns | Redbubble",
    "Lab Life Botanical Sweatshirt | Floral Beaker Science Sweater | Medical Technologist Gift | Laboratory Lover | Chemistry Teacher Sweater - Etsy Israel",
    "I Think You're Overreacting Science Teacher T-Shirt Sale-Teachersgram",
    "Lab Life Floral Beaker Sweatshirt | Botanical Science Crewneck | Medical Technologist Shirt | Chemistery Sweater | Laboratory Sweatshirt - Etsy",
    "Camiseta esencial for Sale con la obra \u00abLablife design Gift Hashtag lab life PhD Science graphic\u00bb de D-C-Designs | Redbubble",
    "Camiseta Bot\u00e2nica de Vida de Laborat\u00f3rio | Camiseta com Copo de Ci\u00eancia | Blusa Floral de Qu\u00edmica | Presente de Bi\u00f3logo | Camiseta Inspirada em Tecnologia de Laborat\u00f3rio | Camiseta de Laborat\u00f3rio - Etsy Portugal",
    "Y'all Need Science Chemistry Biology Physics Teacher Student Unisex Youth Tshirt | eBay",
    "Lab Elements T-shirt: Funny Science Gift - Etsy UK",
    "Science Laboratory Floral Flask T-shirt Chemistry Gift Medical Lab Technician Botanist Biology Teacher Tees STEM Scientist Shirt - Etsy Canada",
    "Y'all Need Science Shirt / Scientist Gifts / Physics Chemistry / Biology Astronomy / Physical Social / Math Logic / Tank Top / Hoodie - Etsy Canada",
    "The Lab Is Everything Medical Lab Tech Lab Week 2024 T-Shirt - Monsterry CA",
    "Valentines Day I Love You Science & Chemistry Teacher T-Shirt - Monsterry",
    "Laboratory Life Botanical Shirt | Science Beaker Tee | Chemistery Floral Top | Biologist Gift | Lab Tech Inspired T-shirt | Laboratory Shirt - Etsy Canada",
    "T-shirt unisexe \u00ab You're Overreacting \u00bb - Humour chimie - Dr\u00f4le de professeur de science, Bleu marine, Petit : Amazon.ca: Mode"
  ],
  "created_at": "2026-01-08T14:05:41.280978"
}

Keyword Analysis

{
  "primary_keyword": "lab life",
  "primary_keyword_confidence": 0.23728813559322035,
  "raw_keywords": [
    "Lab Life Shirt, Funny Science Tee, Chemistry Lover T-shirt, Laboratory Tech Gift, Medical Lab Graphic Tee, Science Work Shirt - Etsy Canada",
    "Lablife - Laboratory Technician Lab Rat Medical Technologist T-Shirt - Walmart.com",
    "Lablife Gift, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Sweatshir | eBay",
    "Amazon.com: Laboratory Scientist St. Patricks Day Chemist Technician Premium T-Shirt : Clothing, Shoes & Jewelry",
    "Lablife Gift, Lab Tech Shirt, Funny Medical Technician Gift, Med Week T-shirt | eBay",
    "Country Roads Take Me Home T-shirt / Funny Farmer Shirt / Vintage Country Roads / Farming / Gardening / Planting Trees / Town Shirt - Etsy Canada",
    "Lab-Life Medical Lab Tech Technician Outfit Lab Technologist T-Shirt : Amazon.fr: Mode",
    "Funny Lab Life Floral Beaker T-Shirt Sale - | Goodnurselife",
    "Amazon.com: Funny Biology Meme Teacher Student Microskop Gift T-Shirt for Men Women : Clothing, Shoes & Jewelry",
    "Lab Tech T-Shirt - Cute Outfit for Lab Technologists Ghana | Ubuy",
    "Funny Lablife Biology Svg Digital Cutting File \u2013 artprintfile",
    "Camiseta Bot\u00e2nica Lab Life | Camiseta Floral Beaker | Camiseta Science Enthusiast | Camiseta Medical Technologist | Camiseta Laboratory Lover | Camiseta Lab Tech - Etsy Portugal",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Essential T-Shirt for Sale by NewDayDesigns | Redbubble",
    "Lab Tech Be Nice To Me Im A Lab Tech Laboratory Men's Back Print T-shirt | Mazezy CA",
    "Lab Life Botanical Tee | Floral Beaker Shirt | Science Enthusiast Shirt | Medical Technologist Tee | Laboratory Lover T-shirt | Lab Tech - Etsy UK",
    "I'M THE SCIENCE BEHIND THE MEDICINE #LABLIFE T-Shirt | Zazzle",
    "Lablife T-shirt, Laboratory Technician T-shirt, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Tshirt, Funny Quote, Unisex - Etsy Canada",
    "Lablife T-shirt, Laboratory Technician T-shirt, Lab Tech Shirt, Funny Medical Technician Gift, Med Week Tshirt, Funny Quote, Unisex - Etsy",
    "Lab Tech Cute Lab Technician Outfit Lab Technologist Gift T | Desertcart Angola",
    "shirt geek t shirt - Temu Canada",
    "Shut Up Liver You're Fine Funny St Patrick's day' Teenage T-Shirt | Spreadshirt",
    "Lab Life Botanical T-shirt | Floral Beaker Science Tee | Medical Technologist Gift | Laboratory Lover Shirt | Chemistry Teacher Shirt | STEM - Etsy UK",
    "Amazon.com: Lablife product Gift for Chemicals Hashtag lab life Pullover Hoodie : Clothing, Shoes & Jewelry",
    "Funny Science Graphic T Shirts Men Cotton Men's Clothing Original Tees Fashionable and Trendy Streetwear Printed On - AliExpress",
    "Lab Life T-Shirt, Wissenschaft Geschenk, Lab Life Shirt, Laborwissenschaftler Shirt, Wissenschaft Shirt, Laborantin, Lab Tech Shirt, Lab Shirts - Etsy.de",
    "Lablife design Gift Hashtag lab life PhD Science graphic\" Essential T-Shirt for Sale by D-C-Designs | Redbubble",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Pin for Sale by NewDayDesigns | Redbubble",
    "\"Lablife design Gift Hashtag lab life PhD Science graphic\" Kids T-Shirt for Sale by D-C-Designs | Redbubble",
    "Science Valentines Day Chemistry Teacher Love Women T-shirt - Monsterry CA",
    "Lab Life Botanical Tee | Floral Beaker Shirt | Science Enthusiast Shirt | Medical Technologist Tee | Laboratory Lover T-shirt | Lab Tech - Etsy Canada",
    "Weiqiqre Mens Sweatshirt Three-quarters Sleeve Valentine's Day Heart Pattern Print Casual Round Neck Pullover Tee Tops - Walmart.ca",
    "This item is unavailable - Etsy",
    "Laboratory Tech Love Lab Life Lab Tech Onesie by Me - Fine Art America",
    "Fun Science Teacher Gifts Chemistry Biology Physics Professor Student TShirt Print Clothing Harajuku Streetwear Women's Clothing - AliExpress",
    "Chemistry Shirt, Future Chemist T-shirt, Chemistry Student Gift, Glass Beaker Graphic Tee, Future Genius Science Gift - Etsy Canada",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Poster for Sale by NewDayDesigns | Redbubble",
    "Lablife T-Shirt / Laboratory Technician T-Shirt / Lab Tech Shirt / Funny Medical Technician Gift / lab week lab tech\" Sticker for Sale by NewDayDesigns | Redbubble",
    "Lab Life Botanical Sweatshirt | Floral Beaker Science Sweater | Medical Technologist Gift | Laboratory Lover | Chemistry Teacher Sweater - Etsy Israel",
    "I Think You're Overreacting Science Teacher T-Shirt Sale-Teachersgram",
    "Lab Life Floral Beaker Sweatshirt | Botanical Science Crewneck | Medical Technologist Shirt | Chemistery Sweater | Laboratory Sweatshirt - Etsy",
    "Camiseta esencial for Sale con la obra \u00abLablife design Gift Hashtag lab life PhD Science graphic\u00bb de D-C-Designs | Redbubble",
    "Camiseta Bot\u00e2nica de Vida de Laborat\u00f3rio | Camiseta com Copo de Ci\u00eancia | Blusa Floral de Qu\u00edmica | Presente de Bi\u00f3logo | Camiseta Inspirada em Tecnologia de Laborat\u00f3rio | Camiseta de Laborat\u00f3rio - Etsy Portugal",
    "Y'all Need Science Chemistry Biology Physics Teacher Student Unisex Youth Tshirt | eBay",
    "Lab Elements T-shirt: Funny Science Gift - Etsy UK",
    "Science Laboratory Floral Flask T-shirt Chemistry Gift Medical Lab Technician Botanist Biology Teacher Tees STEM Scientist Shirt - Etsy Canada",
    "Y'all Need Science Shirt / Scientist Gifts / Physics Chemistry / Biology Astronomy / Physical Social / Math Logic / Tank Top / Hoodie - Etsy Canada",
    "The Lab Is Everything Medical Lab Tech Lab Week 2024 T-Shirt - Monsterry CA",
    "Valentines Day I Love You Science & Chemistry Teacher T-Shirt - Monsterry",
    "Laboratory Life Botanical Shirt | Science Beaker Tee | Chemistery Floral Top | Biologist Gift | Lab Tech Inspired T-shirt | Laboratory Shirt - Etsy Canada",
    "T-shirt unisexe \u00ab You're Overreacting \u00bb - Humour chimie - Dr\u00f4le de professeur de science, Bleu marine, Petit : Amazon.ca: Mode"
  ],
  "filtered_keywords": [
    "lab tech",
    "medical lab",
    "funny science",
    "medical technician",
    "laboratory technician"
  ],
  "created_at": "2026-01-08T14:06:35.649997"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "lab life expectancy",
    "lab lifespan",
    "lab life expectancy male",
    "lab lifespan female",
    "lab life expectancy female",
    "lab life span average",
    "lab life after boat",
    "lab life and beauty",
    "lab life science architecture",
    "lab life near me",
    "lab life incrementum led hairbrush",
    "lab lifestyle",
    "lab life and beauty reviews",
    "lab life results",
    "lab life maximus"
  ],
  "created_at": "2026-01-08T14:07:14.192344"
}

Trends

[
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    "timeframe_label": "twelve_months",
    "average_interest": 58.08,
    "peak_interest": 100.0,
    "current_interest": 55.0,
    "trend_direction": "rising",
    "is_seasonal": true,
    "peak_months": [
      "12",
      "11",
      "8"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-08T14:07:14.928013",
    "related_queries": [
      {
        "type": "top",
        "query": "lab for life",
        "value": 100
      },
      {
        "type": "top",
        "query": "lab life expectancy",
        "value": 23
      },
      {
        "type": "top",
        "query": "life expectancy",
        "value": 23
      },
      {
        "type": "top",
        "query": "lab life span",
        "value": 15
      },
      {
        "type": "top",
        "query": "black lab",
        "value": 14
      },
      {
        "type": "top",
        "query": "life sciences",
        "value": 11
      },
      {
        "type": "top",
        "query": "half life",
        "value": 10
      },
      {
        "type": "top",
        "query": "life is good",
        "value": 9
      },
      {
        "type": "top",
        "query": "better life lab",
        "value": 8
      },
      {
        "type": "top",
        "query": "life design lab",
        "value": 8
      },
      {
        "type": "rising",
        "query": "methylene blue",
        "value": 58100
      },
      {
        "type": "rising",
        "query": "when life gives you tangerines",
        "value": 49950
      },
      {
        "type": "rising",
        "query": "bambu lab news",
        "value": 47050
      },
      {
        "type": "rising",
        "query": "what was hawkins lab used for in real life",
        "value": 14250
      },
      {
        "type": "rising",
        "query": "potato lab cast",
        "value": 11600
      },
      {
        "type": "rising",
        "query": "turntable lab",
        "value": 8400
      },
      {
        "type": "rising",
        "query": "georgia mental health institute",
        "value": 4500
      },
      {
        "type": "rising",
        "query": "hawkins indiana",
        "value": 4250
      },
      {
        "type": "rising",
        "query": "ai news today",
        "value": 1250
      },
      {
        "type": "rising",
        "query": "rocket lab stock",
        "value": 850
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/017clw",
        "topic_type": "Topic",
        "topic_title": "Laboratory"
      },
      {
        "type": "top",
        "value": 84,
        "topic_id": "/m/04nr2",
        "topic_type": "Topic",
        "topic_title": "Life"
      },
      {
        "type": "top",
        "value": 41,
        "topic_id": "/m/0km3f",
        "topic_type": "Dog breed",
        "topic_title": "Labrador Retriever"
      },
      {
        "type": "top",
        "value": 33,
        "topic_id": "/m/04qsq",
        "topic_type": "Topic",
        "topic_title": "Life expectancy"
      },
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        "topic_id": "/m/06mq7",
        "topic_type": "Discipline",
        "topic_title": "Science"
      },
      {
        "type": "top",
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        "topic_id": "/g/120z18l3",
        "topic_type": "Organization type",
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      {
        "type": "top",
        "value": 13,
        "topic_id": "/m/06cs1",
        "topic_type": "Organization type",
        "topic_title": "Research"
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      {
        "type": "top",
        "value": 13,
        "topic_id": "/g/11nm_6fr9g",
        "topic_type": "Topic",
        "topic_title": "used"
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      {
        "type": "top",
        "value": 13,
        "topic_id": "/m/026sq",
        "topic_type": "Topic",
        "topic_title": "Data"
      },
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        "value": 12,
        "topic_id": "/m/02mz1d",
        "topic_type": "Topic",
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      {
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        "topic_type": "Type of software",
        "topic_title": "Application programming interface"
      },
      {
        "type": "rising",
        "value": 2050,
        "topic_id": "/m/05cw8",
        "topic_type": "Month",
        "topic_title": "November"
      },
      {
        "type": "rising",
        "value": 2000,
        "topic_id": "/m/01jsvy",
        "topic_type": "Topic",
        "topic_title": "Pricing"
      },
      {
        "type": "rising",
        "value": 1500,
        "topic_id": "/m/015fr",
        "topic_type": "Country in South America",
        "topic_title": "Brazil"
      },
      {
        "type": "rising",
        "value": 1300,
        "topic_id": "/m/06qd3",
        "topic_type": "Country in East Asia",
        "topic_title": "South Korea"
      },
      {
        "type": "rising",
        "value": 1150,
        "topic_id": "/m/028kb",
        "topic_type": "Month",
        "topic_title": "December"
      },
      {
        "type": "rising",
        "value": 900,
        "topic_id": "/m/0ll3",
        "topic_type": "Month",
        "topic_title": "August"
      },
      {
        "type": "rising",
        "value": 850,
        "topic_id": "/m/0345h",
        "topic_type": "Country in Europe",
        "topic_title": "Germany"
      },
      {
        "type": "rising",
        "value": 750,
        "topic_id": "/m/06vkl",
        "topic_type": "Month",
        "topic_title": "September"
      },
      {
        "type": "rising",
        "value": 700,
        "topic_id": "/g/11b77b4nfc",
        "topic_type": "Topic",
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      }
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  },
  {
    "timeframe_label": "five_years",
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    "peak_interest": 100.0,
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    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-08T14:07:15.022652",
    "evergreen_status": "trending_up",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
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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=lab+life+sale&shoprs=CAESBEoCGAEYBioIbGFiIGxpZmUyEwgGEgdPbiBzYWxlGAIiBEoCGAFY7aogYAI"
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          {
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            "shoprs": "CAEYAyoIbGFiIGxpZmUyDAgDEgZOZWFyYnkYAljtqiBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=lab+life+nearby&shoprs=CAEYAyoIbGFiIGxpZmUyDAgDEgZOZWFyYnkYAljtqiBgAg"
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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=lab+life&shoprs=CAESDZoBCgoIEAE4AUAFSAEYFCoIbGFiIGxpZmUyKAgUEg9HZXQgaXQgdG9tb3Jyb3ciDZoBCgoIEAE4AUAFSAEqBBABGAFgAg"
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          {
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        ],
        "input_type": "link_with_icon"
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      {
        "type": "Category",
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            "shoprs": "CAEYCSoIbGFiIGxpZmUyEAgJEgxNb2lzdHVyaXplcnNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=moisturizers+lab+life&shoprs=CAEYCSoIbGFiIGxpZmUyEAgJEgxNb2lzdHVyaXplcnNgAg"
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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=board+%26+card+games+lab+life&shoprs=CAEYCSoIbGFiIGxpZmUyFggJEhJCb2FyZCAmIENhcmQgR2FtZXNgAg"
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.9,
  "age_reasoning": "The hashtag '#lablife' is a social media convention primarily used by adults in professional laboratory careers or higher education.",
  "primary_gender": "unisex",
  "gender_confidence": 0.95,
  "gender_reasoning": "The design features scientific glassware and a neutral theme that appeals equally to all genders in the STEM fields.",
  "target_personas": [
    "Scientists and researchers",
    "Laboratory technicians",
    "Chemistry and biology students",
    "STEM educators",
    "Medical laboratory professionals"
  ],
  "product_restrictions": {
    "allow_drinkware": true,
    "allow_adult_products": true,
    "allow_children_products": true
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  "temporal_specificity": "evergreen",
  "temporal_value": null,
  "temporal_start_date": null,
  "temporal_end_date": null,
  "redesign_opportunity": false,
  "temporal_confidence_score": 0.8,
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  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "Lab Life Shirt Funny Science Tee Laboratory Technician Lab Tech Medical Lab Gift",
    "primary": "Lab Life - Funny Science Laboratory Technician Medical Lab Tech T-Shirt",
    "etsy_140": "Lab Life Shirt, Funny Science Tee, Laboratory Technician Gift, Lab Tech Medical Lab Shirt, Chemist Researcher Tee, Lablife Science Gift",
    "amazon_200": "Lab Life Shirt - Funny Science Laboratory Technician Tee for Medical Lab Techs, Researchers, and Chemists - Lablife Science Architecture Design - Great Gift for Med Lab Professionals and Scientists",
    "shopify_70": "Lab Life Shirt - Funny Science Laboratory Technician Tee"
  },
  "descriptions": {
    "seo_optimized": "Celebrate the #lablife with this stylish science-themed design featuring colorful laboratory glassware and bubbling flasks. Perfect for laboratory technicians, medical researchers, and chemistry lovers, this tee captures the essence of life in the lab with a modern, artistic watercolor touch. Whether you're a medical lab tech or a research scientist, this design is the perfect way to show off your passion for science.",
    "short_summary": "A vibrant and professional design featuring laboratory glassware and the #lablife hashtag for science and research professionals."
  },
  "bullet_points": [
    "Artistic laboratory glassware graphic featuring test tubes and flasks with colorful liquid accents",
    "Features the popular #lablife hashtag, perfect for scientists and researchers",
    "Available in premium colors including Vintage Black, Navy, and Dark Grey Heather",
    "High-quality, durable print designed for comfort during long shifts in the laboratory",
    "Excellent gift idea for Medical Laboratory Professionals Week, graduations, or new lab jobs"
  ],
  "keywords": {
    "primary": [
      "lab life",
      "lab tech",
      "medical lab",
      "funny science",
      "laboratory technician"
    ],
    "etsy_tags": [
      "lab life",
      "lab tech shirt",
      "funny science gift",
      "medical lab tech",
      "laboratory tech",
      "chemist gift",
      "science teacher",
      "lab life science",
      "med week gift",
      "researcher shirt",
      "biology gift",
      "chemistry tee",
      "labrat"
    ],
    "secondary": [
      "lab life science architecture",
      "medical technician",
      "lablife gift",
      "chemist tee",
      "research scientist",
      "med lab professional"
    ]
  },
  "item_specifics": {
    "style": "Casual|Professional|Artistic",
    "theme": [
      "Science",
      "Laboratory",
      "Chemistry",
      "Research"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Work",
      "Lab Week",
      "Graduation",
      "Everyday",
      "Science Fair"
    ]
  },
  "created_at": "2026-01-08T14:08:39.255638",
  "updated_at": "2026-01-08T14:08:39.255638"
}

Recommendations (first 5)

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        "reasoning": "Provides the maximum possible contrast for the white text and outlines, ensuring perfect readability.",
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        "visibility_score": 10
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    "created_at": "2026-01-08T14:09:37.800479"
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    "recommendation_tier": "consider",
    "confidence_score": 0.074,
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        "reasoning": "Highly wearable and popular color choice with strong contrast for white-based designs.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#005a5b",
        "reasoning": "The dark teal background harmonizes beautifully with the teal liquid in the center flask.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#1b3022",
        "reasoning": "A deep green that complements the green liquid element in the left test tube.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4c1111",
        "reasoning": "A rich, sophisticated dark tone that provides a high-contrast backdrop for the white outlines.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#003da5",
        "reasoning": "A vibrant, high-energy blue that creates a sharp and appealing look for the white design.",
        "color_name": "True Royal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#7a203c",
        "reasoning": "A bold, dark shade that adds personality and visual interest while maintaining great readability.",
        "color_name": "Berry",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": true,
        "reasoning": "Trends analysis shows peak interest in August, November, and December.",
        "best_months": [
          "August",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 70
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and creative designs, while Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T14:09:37.800479"
  },
  {
    "product_type": "socks",
    "recommendation_tier": "avoid",
    "confidence_score": 0.037,
    "reasoning": "2/54 POD products are socks, indicating limited interest.",
    "suggested_price_min": 10.8,
    "suggested_price_max": 13.200000000000001,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white text and outlines, ensuring perfect readability.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#262626",
        "reasoning": "Offers a softer, trendy aesthetic while maintaining excellent visibility for all design elements.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#131924",
        "reasoning": "A classic apparel staple that provides a deep, professional background for the white graphics.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#313131",
        "reasoning": "A versatile dark neutral that makes the white '#lablife' text stand out clearly.",
        "color_name": "Asphalt",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#4b4c4e",
        "reasoning": "Highly wearable and popular color choice with strong contrast for white-based designs.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#005a5b",
        "reasoning": "The dark teal background harmonizes beautifully with the teal liquid in the center flask.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#1b3022",
        "reasoning": "A deep green that complements the green liquid element in the left test tube.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4c1111",
        "reasoning": "A rich, sophisticated dark tone that provides a high-contrast backdrop for the white outlines.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#003da5",
        "reasoning": "A vibrant, high-energy blue that creates a sharp and appealing look for the white design.",
        "color_name": "True Royal",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#7a203c",
        "reasoning": "A bold, dark shade that adds personality and visual interest while maintaining great readability.",
        "color_name": "Berry",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": true,
        "reasoning": "Trends analysis shows peak interest in August, November, and December.",
        "best_months": [
          "August",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 70
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and creative designs, while Amazon and Redbubble provide broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T14:09:37.800479"
  }
]