🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (3)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (3 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 60,
  "product_titles": [
    "Amazon.com: Breaking Prod Funny Coding T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Coder T-shirt: This is My Coding Shirt, Tech Tee - Etsy Israel",
    "Amazon.com: Quantum Computing Trust An Atom Funny Qubit T-Shirt : Clothing, Shoes & Jewelry",
    "Amazon.com: Womens Computer Programming Spaghetti Code Programmer V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Code Like a Girl T-Shirt for Women Who Code - Smart Foxes",
    "I've Got A Code For That Medicalcoder Youth T-shirt - Monsterry DE",
    "Funny Coder T-shirt: \"this is My Coding Shirt\" - Programmer Gift - Etsy Israel",
    "Fun Funny Clever Sarcastic Computer Geek Programmer Coder Coding Byte Me Unisex Classic Tee - Etsy Israel",
    "Geeky IT Computer Nerd Coder Nobody Is Perfect T-Shirt | eBay",
    "Funny Programmer Shirt, Coding Computer Nerd Gift, Coder Shirt, Software Engineer Shirt, Programming Gift for Software Developer - Etsy Israel",
    "The Switch to Code T-shirt - Getoutnerds",
    "This is my Coding T-shirt - Coding Programmer - T-Shirt | TeePublic",
    "This is My Coding Shirt Svg Png Pdf Programmer Svg Coding Svg Software Developer Svg Funny Tech Svg Computer Science Svg Cricut Cut File - Etsy Israel",
    "Amazon.com: Code Is Beautiful Shirt - IT Funny T-shirt For Programmers : Clothing, Shoes & Jewelry",
    "TSA Coding Shirt - Etsy",
    "Funny, My Coding T Shirts Gifts for Coders Code.\" Poster for Sale by Bronby | Redbubble",
    "This Is My Dress Code Coder Developer Computer Nerd It Code Women T-shirt - Seseable",
    "May the Code Be With You, Funny Coder T-shirt - IT Humor Programmer Tee for Web Developer & Software Engineer Tshirt - Etsy",
    "Coding Doesn't Have to Be Dull \u2013 Retro Coder Shirt | Premium Soft-Fit \u2013 Summon The JSON",
    "Geek Girls Rule Svg, Trendy Feminist Svg, Women Empowerment Svg, Girls Power Svg, Girl Boss Svg, Girl Programmer Svg, Feminist Shirts Png - Etsy",
    "Geeksoutfit May the Code Be with You T-Shirt for Sale",
    "Programmer T-Shirt code code code for everything shirt | Developer \u2013 Code Culture",
    "Programming is 10% Writing Coding Funny T-shirt, Web Developer Programmers Software Developers Coder Gift Computer Science Nerd Geek Present - Etsy Ireland",
    "Novelty Programmers Dress Codes Gag Sayings Gift Funny Developers Geeky Quotes Men Women Unisex Garment-Dyed T-shirt - Walmart.com",
    "Loan Officer Gift, Loan Officer Shirt, Mortgage Broker Gift, Loan Originator Shirt, Loan Originator Gift, Nacho Average Loan Officer | MakerPlace by Michaels",
    "My Code Is Compiling... \u2013 ITshirts",
    "Code Like A Girl Programming Computer Science Bella Canvas T-shirt | Mazezy",
    "My Code works, I have no Idea why - Unisex t-shirt",
    "Because I'm Codie That's Why Funny Personalized Name\" Pullover Hoodie for Sale by MariosNydras | Redbubble",
    "Programmer I Try To Make Things Funny Cool T-Shirt | Zazzle",
    "G\u00d8T G\u0152T GOTH CODE GOD \u00bfMODE? - Unisex Pullover-Hoodie by GeorgeWiser - Boldomatic Shop",
    "Born to code forced to work\" Essential T-Shirt for Sale by designdroplet | Redbubble",
    "Medical Coder Cute Medical Billing Coding Gift Women T-shirt - Seseable",
    "Teacher Saying Shirt, STEM Tshirts, Code Shirts, Elementary Teacher, Middle School Shirt, High School Shirt, Teacher Tees, Reading Shirts - Etsy",
    "Its A Code Thing You Wouldnt Understand Shirt Code Family Crest Coat Of Arm Hoodie - Seseable",
    "talk is cheap , show me the code.\" Essential T-Shirt for Sale by radouane19 | Redbubble",
    "May The Code Be With You\" Essential T-Shirt for Sale by CaesarSleeves | Redbubble",
    "Thinking...(in Korean) with loading illustration (humor)\" Essential T-Shirt for Sale by K-LetterCo | Redbubble",
    "Camiseta divertida de programador: \"Esta es mi camiseta de programaci\u00f3n\" - Regalo para programadores - Etsy Espa\u00f1a",
    "\"Of Course I'm Right I'm Codie Funny Personalized Name\" Kids T-Shirt for Sale by MariosNydras | Redbubble",
    "Camiseta divertida de programador: Esta es mi camiseta de programaci\u00f3n, camiseta tecnol\u00f3gica - Etsy Espa\u00f1a",
    "This Is My Dress Code Coder Developer Computer Nerd It Code T-Shirt - Seseable",
    "Buy It's A Good Day to Code Coding Programmer Online in India - Etsy",
    "Code everywhere\" Essential T-Shirt for Sale by KeepOnCoding | Redbubble",
    "Code Like A Girl Shirt, Woman Computer Programmer Womens Tee, Programming T-shirt, Gifts for Girl Coders, Hoodie, Tank Top - Etsy",
    "Womens Coding Girl Definition Noun Software T-Shirt | Zazzle",
    "Coque iPhone for Sale avec l'\u0153uvre \u00ab Parce que je suis Codie, c'est pourquoi un nom personnalis\u00e9 amusant \u00bb de l'artiste MariosNydras | Redbubble",
    "My Code Works Coder Shirt Programming Shirt Computer Programmer Computer Network Networking Gift for Programmer Database Engineer - Etsy",
    "This Girl Loves To Code II\" Essential T-Shirt for Sale by lemon-pepper | Redbubble",
    "Live by the code, die by the code\" Essential T-Shirt for Sale by cool-shirts | Redbubble"
  ],
  "created_at": "2026-02-14T10:35:43.816564"
}

Keyword Analysis

{
  "primary_keyword": "coding shirt",
  "primary_keyword_confidence": 0.08333333333333333,
  "raw_keywords": [
    "Amazon.com: Breaking Prod Funny Coding T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Coder T-shirt: This is My Coding Shirt, Tech Tee - Etsy Israel",
    "Amazon.com: Quantum Computing Trust An Atom Funny Qubit T-Shirt : Clothing, Shoes & Jewelry",
    "Amazon.com: Womens Computer Programming Spaghetti Code Programmer V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Code Like a Girl T-Shirt for Women Who Code - Smart Foxes",
    "I've Got A Code For That Medicalcoder Youth T-shirt - Monsterry DE",
    "Funny Coder T-shirt: \"this is My Coding Shirt\" - Programmer Gift - Etsy Israel",
    "Fun Funny Clever Sarcastic Computer Geek Programmer Coder Coding Byte Me Unisex Classic Tee - Etsy Israel",
    "Geeky IT Computer Nerd Coder Nobody Is Perfect T-Shirt | eBay",
    "Funny Programmer Shirt, Coding Computer Nerd Gift, Coder Shirt, Software Engineer Shirt, Programming Gift for Software Developer - Etsy Israel",
    "The Switch to Code T-shirt - Getoutnerds",
    "This is my Coding T-shirt - Coding Programmer - T-Shirt | TeePublic",
    "This is My Coding Shirt Svg Png Pdf Programmer Svg Coding Svg Software Developer Svg Funny Tech Svg Computer Science Svg Cricut Cut File - Etsy Israel",
    "Amazon.com: Code Is Beautiful Shirt - IT Funny T-shirt For Programmers : Clothing, Shoes & Jewelry",
    "TSA Coding Shirt - Etsy",
    "Funny, My Coding T Shirts Gifts for Coders Code.\" Poster for Sale by Bronby | Redbubble",
    "This Is My Dress Code Coder Developer Computer Nerd It Code Women T-shirt - Seseable",
    "May the Code Be With You, Funny Coder T-shirt - IT Humor Programmer Tee for Web Developer & Software Engineer Tshirt - Etsy",
    "Coding Doesn't Have to Be Dull \u2013 Retro Coder Shirt | Premium Soft-Fit \u2013 Summon The JSON",
    "Geek Girls Rule Svg, Trendy Feminist Svg, Women Empowerment Svg, Girls Power Svg, Girl Boss Svg, Girl Programmer Svg, Feminist Shirts Png - Etsy",
    "Geeksoutfit May the Code Be with You T-Shirt for Sale",
    "Programmer T-Shirt code code code for everything shirt | Developer \u2013 Code Culture",
    "Programming is 10% Writing Coding Funny T-shirt, Web Developer Programmers Software Developers Coder Gift Computer Science Nerd Geek Present - Etsy Ireland",
    "Novelty Programmers Dress Codes Gag Sayings Gift Funny Developers Geeky Quotes Men Women Unisex Garment-Dyed T-shirt - Walmart.com",
    "Loan Officer Gift, Loan Officer Shirt, Mortgage Broker Gift, Loan Originator Shirt, Loan Originator Gift, Nacho Average Loan Officer | MakerPlace by Michaels",
    "My Code Is Compiling... \u2013 ITshirts",
    "Code Like A Girl Programming Computer Science Bella Canvas T-shirt | Mazezy",
    "My Code works, I have no Idea why - Unisex t-shirt",
    "Because I'm Codie That's Why Funny Personalized Name\" Pullover Hoodie for Sale by MariosNydras | Redbubble",
    "Programmer I Try To Make Things Funny Cool T-Shirt | Zazzle",
    "G\u00d8T G\u0152T GOTH CODE GOD \u00bfMODE? - Unisex Pullover-Hoodie by GeorgeWiser - Boldomatic Shop",
    "Born to code forced to work\" Essential T-Shirt for Sale by designdroplet | Redbubble",
    "Medical Coder Cute Medical Billing Coding Gift Women T-shirt - Seseable",
    "Teacher Saying Shirt, STEM Tshirts, Code Shirts, Elementary Teacher, Middle School Shirt, High School Shirt, Teacher Tees, Reading Shirts - Etsy",
    "Its A Code Thing You Wouldnt Understand Shirt Code Family Crest Coat Of Arm Hoodie - Seseable",
    "talk is cheap , show me the code.\" Essential T-Shirt for Sale by radouane19 | Redbubble",
    "May The Code Be With You\" Essential T-Shirt for Sale by CaesarSleeves | Redbubble",
    "Thinking...(in Korean) with loading illustration (humor)\" Essential T-Shirt for Sale by K-LetterCo | Redbubble",
    "Camiseta divertida de programador: \"Esta es mi camiseta de programaci\u00f3n\" - Regalo para programadores - Etsy Espa\u00f1a",
    "\"Of Course I'm Right I'm Codie Funny Personalized Name\" Kids T-Shirt for Sale by MariosNydras | Redbubble",
    "Camiseta divertida de programador: Esta es mi camiseta de programaci\u00f3n, camiseta tecnol\u00f3gica - Etsy Espa\u00f1a",
    "This Is My Dress Code Coder Developer Computer Nerd It Code T-Shirt - Seseable",
    "Buy It's A Good Day to Code Coding Programmer Online in India - Etsy",
    "Code everywhere\" Essential T-Shirt for Sale by KeepOnCoding | Redbubble",
    "Code Like A Girl Shirt, Woman Computer Programmer Womens Tee, Programming T-shirt, Gifts for Girl Coders, Hoodie, Tank Top - Etsy",
    "Womens Coding Girl Definition Noun Software T-Shirt | Zazzle",
    "Coque iPhone for Sale avec l'\u0153uvre \u00ab Parce que je suis Codie, c'est pourquoi un nom personnalis\u00e9 amusant \u00bb de l'artiste MariosNydras | Redbubble",
    "My Code Works Coder Shirt Programming Shirt Computer Programmer Computer Network Networking Gift for Programmer Database Engineer - Etsy",
    "This Girl Loves To Code II\" Essential T-Shirt for Sale by lemon-pepper | Redbubble",
    "Live by the code, die by the code\" Essential T-Shirt for Sale by cool-shirts | Redbubble"
  ],
  "filtered_keywords": [
    "funny coding",
    "funny coder",
    "coder t"
  ],
  "created_at": "2026-02-14T10:35:50.936927"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "coding shirt uniqlo",
    "code shirts men",
    "code shirts women",
    "code shirts price",
    "code shirts lifestyle",
    "code shirts official website",
    "code shirt roblox",
    "coder shirt",
    "code shirt sense",
    "code shirts online",
    "code shirt brookhaven",
    "code shirts lifestyle women",
    "code shirt sense rehearsal",
    "code shirt brand",
    "code shirt dress"
  ],
  "created_at": "2026-02-14T10:36:08.050551"
}

Trends

[
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    "average_interest": 21.59,
    "peak_interest": 100.0,
    "current_interest": 100.0,
    "trend_direction": "rising",
    "is_seasonal": false,
    "peak_months": [
      "2",
      "1",
      "7"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-02-14T10:36:08.750004",
    "related_queries": [
      {
        "type": "top",
        "query": "vibe coding",
        "value": 100
      },
      {
        "type": "top",
        "query": "best coding youtube channels",
        "value": 47
      },
      {
        "type": "top",
        "query": "free coding practice sites",
        "value": 44
      },
      {
        "type": "top",
        "query": "best coding fonts",
        "value": 35
      },
      {
        "type": "top",
        "query": "top coding bootcamps",
        "value": 32
      },
      {
        "type": "top",
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        "value": 2
      },
      {
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      {
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      },
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      },
      {
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      {
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        "value": 159850
      },
      {
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    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/01n4qj",
        "topic_type": "Garment",
        "topic_title": "Shirt"
      },
      {
        "type": "top",
        "value": 80,
        "topic_id": "/m/01mf_",
        "topic_type": "Topic",
        "topic_title": "Computer programming"
      },
      {
        "type": "top",
        "value": 51,
        "topic_id": "/m/013s93",
        "topic_type": "Clothing",
        "topic_title": "T-shirt"
      },
      {
        "type": "top",
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        "topic_type": "Topic",
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      },
      {
        "type": "top",
        "value": 21,
        "topic_id": "/m/0mkz",
        "topic_type": "Field of study",
        "topic_title": "Artificial intelligence"
      },
      {
        "type": "top",
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        "topic_id": "/m/01d_1l",
        "topic_type": "Topic",
        "topic_title": "Price"
      },
      {
        "type": "top",
        "value": 16,
        "topic_id": "/m/04yx4",
        "topic_type": "Topic",
        "topic_title": "Man"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/g/11b77d6b6g",
        "topic_type": "Topic",
        "topic_title": "2026"
      },
      {
        "type": "top",
        "value": 12,
        "topic_id": "/m/09j2d",
        "topic_type": "Topic",
        "topic_title": "Clothing"
      },
      {
        "type": "top",
        "value": 12,
        "topic_id": "/m/085n4",
        "topic_type": "Topic",
        "topic_title": "Website"
      },
      {
        "type": "rising",
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      {
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      {
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        "topic_type": "Organization type",
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      {
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        "topic_title": "Cost"
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      {
        "type": "rising",
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      {
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      {
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      {
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      },
      {
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        "topic_type": "Business",
        "topic_title": "Product"
      },
      {
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]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
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        "type": "Refine results",
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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=coding+shirt+sale&shoprs=CAESBEoCGAEYBioMY29kaW5nIHNoaXJ0MhMIBhIHT24gc2FsZRgCIgRKAhgBWPm5IGAC"
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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=polo+shirt+coding&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhoIARIKUG9sbyBTaGlydDoKCPX-OBD3_jgwAlj5uSBgAg"
          },
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            "text": "Button",
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            "shoprs": "CAEYAioMY29kaW5nIHNoaXJ0MggIAhIERXRzeVj5uSBgAg",
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            "text": "Walmart",
            "shoprs": "CAEYAioMY29kaW5nIHNoaXJ0MgsIAhIHV2FsbWFydFj5uSBgAg",
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            "text": "TikTok Shop",
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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=tiktok+shop+coding+shirt&shoprs=CAEYAioMY29kaW5nIHNoaXJ0Mg8IAhILVGlrVG9rIFNob3BY-bkgYAI"
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            "text": "Relaxed",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhkIARIHUmVsYXhlZDoMCMOIpAMQ7oikAzAAWPm5IGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=relaxed+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhkIARIHUmVsYXhlZDoMCMOIpAMQ7oikAzAAWPm5IGAC"
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            "text": "Oversize",
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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=slim+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhYIARIEU2xpbToMCMOIpAMQ3omkAzAAWPm5IGAC"
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            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhgIARIGU3ByaW5nOgwI6pufAxCboJ8DMABY-bkgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=spring+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhgIARIGU3ByaW5nOgwI6pufAxCboJ8DMABY-bkgYAI"
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            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhYIARIERmFsbDoMCOqbnwMQ65ufAzAAWPm5IGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=fall+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhYIARIERmFsbDoMCOqbnwMQ65ufAzAAWPm5IGAC"
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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=hip+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhUIARIDSGlwOgwIzpyfAxCbnp8DMABY-bkgYAI"
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            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhYIARIES25lZToMCM6cnwMQnJyfAzAAWPm5IGAC",
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        "input_type": "checkbox"
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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=raglan+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhgIARIGUmFnbGFuOgwIwt7GAxD33sYDMABY-bkgYAI"
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            "text": "Cap",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhUIARIDQ2FwOgwIwt7GAxDD3sYDMABY-bkgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=cap+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhUIARIDQ2FwOgwIwt7GAxDD3sYDMABY-bkgYAI"
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        "input_type": "checkbox"
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            "input_type": "checkbox",
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            "text": "Women's",
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            "input_type": "checkbox",
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            "text": "T-shirt",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhcIARIHVC1zaGlydDoKCPX-OBD7_jgwAlj5uSBgAQ",
            "input_type": "checkbox",
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            "input_type": "color",
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            "text": "Boys'",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhUIARIFQm95cyc6CgiAoz4QhaM-MAVY-bkgYAE",
            "input_type": "checkbox",
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            "input_type": "checkbox",
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            "text": "Kids' Shirts",
            "shoprs": "CAEYCSoMY29kaW5nIHNoaXJ0MhAICRIMS2lkcycgU2hpcnRzYAE",
            "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=kids%27+shirts+coding+shirt&shoprs=CAEYCSoMY29kaW5nIHNoaXJ0MhAICRIMS2lkcycgU2hpcnRzYAE"
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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%27+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhUIARIFS2lkcyc6CgiAoz4QhKM-MAVY-bkgYAE"
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            "input_type": "color",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=white+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhcIARIFV2hpdGU6DAjYjPUBEKGL9QEwC1j5uSBgAQ"
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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=long+sleeve+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0Mh0IARILTG9uZyBTbGVldmU6DAjhwZ8BEOLBnwEwAFj5uSBgAQ"
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            "input_type": "color",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=blue+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhYIARIEQmx1ZToMCNiM9QEQ5or1ATALWPm5IGAB"
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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=pink+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhYIARIEUGluazoMCNiM9QEQ6Yr1ATALWPm5IGAB"
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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=short+sleeve+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0Mh4IARIMU2hvcnQgU2xlZXZlOgwI4cGfARDlwZ8BMABY-bkgYAE"
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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=green+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhcIARIFR3JlZW46DAjYjPUBEOiK9QEwC1j5uSBgAQ"
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            "text": "On sale",
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            "input_type": "link_with_icon",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=coding+shirt+sale&shoprs=CAESBEoCGAEYBioMY29kaW5nIHNoaXJ0MhMIBhIHT24gc2FsZRgCIgRKAhgBWPm5IGAB"
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            "text": "Get it fast",
            "shoprs": "CAESDZoBCgoIEAM4AUACSAEYFCoMY29kaW5nIHNoaXJ0MiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUACSAEqBBABGAFgAQ",
            "input_type": "link_with_icon",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=coding+shirt&shoprs=CAESDZoBCgoIEAM4AUACSAEYFCoMY29kaW5nIHNoaXJ0MiQIFBILR2V0IGl0IGZhc3QiDZoBCgoIEAM4AUACSAEqBBABGAFgAQ"
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          {
            "text": "Polo Shirt",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhoIARIKUG9sbyBTaGlydDoKCPX-OBD3_jgwAlj5uSBgAQ",
            "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=polo+shirt+coding&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhoIARIKUG9sbyBTaGlydDoKCPX-OBD3_jgwAlj5uSBgAQ"
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            "text": "Cotton",
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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=cotton+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhYIARIGQ290dG9uOgoI9pJjEP-SYzAAWPm5IGAB"
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            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhkIARIHQ3JvcHBlZDoMCJGxpgEQkrGmATADWPm5IGAB",
            "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=cropped+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhkIARIHQ3JvcHBlZDoMCJGxpgEQkrGmATADWPm5IGAB"
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            "text": "Print",
            "shoprs": "CAEYASoMY29kaW5nIHNoaXJ0MhcIARIFUHJpbnQ6DAjE3aEDEPjeoQMwAFj5uSBgAQ",
            "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=print+coding+shirt&shoprs=CAEYASoMY29kaW5nIHNoaXJ0MhcIARIFUHJpbnQ6DAjE3aEDEPjeoQMwAFj5uSBgAQ"
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Demographics & Temporal

{
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  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
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}

Listing Content

{
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    "ebay_80": "This is My Coding Shirt - Funny Coder T-Shirt for Developers",
    "primary": "This is My Coding Shirt - Perfect for Software Developers and Tech Enthusiasts",
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    "amazon_200": "This is My Coding Shirt - Funny Coding T-Shirt for Software Developers and Tech Enthusiasts, Unisex",
    "shopify_70": "This is My Coding Shirt - Funny Coder Tee"
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    "short_summary": "A humorous 'This is My Coding Shirt' tee for tech lovers."
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    "Perfect gift for software developers",
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    "Ideal for casual wear or tech events"
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      "Tech",
      "Humor"
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      "Casual",
      "Gift",
      "Work"
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  "created_at": "2026-02-14T10:39:05.342605",
  "updated_at": "2026-02-14T10:39:05.342605"
}

Recommendations (first 5)

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        "visibility_score": 8
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    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,January,July",
    "autocomplete_boosted": true,
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        "best_months": [
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      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
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      "marketplace_strategy": {
        "reasoning": "Etsy offers a strong platform for niche and creative designs, while Amazon and Redbubble provide additional reach.",
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    "created_at": "2026-02-14T10:39:28.071491"
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      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,January,July",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Rising trend direction with peak months in February, January, and July.",
        "best_months": [
          "February",
          "January",
          "July"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy offers a strong platform for niche and creative designs, while Amazon and Redbubble provide additional reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-02-14T10:39:28.071491"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "avoid",
    "confidence_score": 0.017,
    "reasoning": "1/60 POD products are hoodies. Although rare, hoodies can appeal to the tech crowd in cooler climates.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Excellent contrast with both white and yellow text, making it highly readable.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000080",
        "reasoning": "Strong contrast with yellow and white text, enhancing readability.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 3,
        "color_hex": "#990033",
        "reasoning": "Good contrast with yellow and white text, visually appealing.",
        "color_name": "Berry",
        "visibility_score": 9
      },
      {
        "priority": 4,
        "color_hex": "#C41E3A",
        "reasoning": "Bright contrast with yellow text, maintaining readability of white text.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#228B22",
        "reasoning": "Balances contrast well, making both text colors stand out.",
        "color_name": "Forest",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#B22222",
        "reasoning": "Strong contrast with yellow, readable white text.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#4169E1",
        "reasoning": "Good contrast with both text colors, visually striking.",
        "color_name": "True Royal",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#282828",
        "reasoning": "Similar to black, offers excellent contrast and readability.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#4169E1",
        "reasoning": "Maintains good readability with both text colors.",
        "color_name": "Heather Royal",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#008080",
        "reasoning": "Provides a unique contrast, enhancing the design's appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "February,January,July",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Rising trend direction with peak months in February, January, and July.",
        "best_months": [
          "February",
          "January",
          "July"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy offers a strong platform for niche and creative designs, while Amazon and Redbubble provide additional reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-02-14T10:39:28.071491"
  }
]