🎨 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 (5 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 60,
  "product_titles": [
    "This Is What A Badass Plumber Looks Like T-Shirt | Zazzle",
    "Copy of I Hate Being Sex But I'm A Plumber So I Can't Help It\" Essential T-Shirt for Sale by ShaounOmar | Redbubble",
    "Badass Plumber T-shirt Funny Ideal Father Day Birthday Gift for Him - Etsy",
    "Drips Don't Stand a Chance Plumber Birthday\" Essential T-Shirt for Sale by DomTeesHaven | Redbubble",
    "Amazon.com: No Drip Too Small No Leak Too Big | Plumbing Plumber V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Plumber Because Badass Job Title Plumbing T-Shirts",
    "Buy plumbers t shirts funny Flash Sales Walk Away This Plumber Funny Plumber T shirt Olashirt",
    "You're Looking at One Badass Plumber T-shirt Personalised Gift Customised Custom Name Message - Etsy",
    "Plumbers Don't Argue Stupid Plumber Plumbing Humor T-Shirt - Monsterry",
    "Funny Plumber Shirt, Humorous Plumber Gift - Etsy Israel",
    "All Men are Created Equal But Only The Finest Become Plumbers - Unisex T-Shirt - Plumber Shirt - Plumber Gift Black | Amazon.com",
    "Tap Water Symbol T-Shirt | Zazzle",
    "QUOTEDAZUR - Coffee Mug 49% Plumber 51% Badass - Coffee Mug for Men and Women - Funny Mug Perfect for Work Birthday, Christmas, Job Retirement Plumber, Work, Colleague : Amazon.com.au: Kitchen & Dining",
    "Plumber Badass Idea Plumbing Pipefather Men's Back Print T-shirt | Mazezy",
    "Amazon.com: Generic Gifts For Plumber Fitter Pipefitter Funny Unofficial Job Title Badass Design Navy and Muticolor Unisex Hoodie, Small, Black : Clothing, Shoes & Jewelry",
    "Plumber T-Shirt This is what a Looks Like Mens Funny Heating Engineer Plumbing | eBay",
    "Hourly Rate Plumber Shirt, Funny Plumbing T-shirt for Co-workers, Custom Plumber Gift Tee, Work Humor Tee, Appreciation Gift for Him - Etsy",
    "Designsify Christmas Tree Decoration, Badass Plumber, Circle Ornament, Gifts for Birthday Anniversary Valentines Mom Mothers Fathers Day Party, to Men Women Him Her Friend Mom Dad Wife Husband : Amazon.ca: Home",
    "Funny T-shirt Plumber Tee Home Repair Humor Unisex Jersey Short Sleeve Fathers Day Gift DIY Lover Present for Understanding Plumbers - Etsy Israel",
    "Badass Plumber Typography Art Printed Gift for Plumber and plumbing workers\" Essential T-Shirt for Sale by ArtoDesignPro | Redbubble",
    "Badass Plumber Typography Art Printed Gift for Plumber and plumbing workers\" Art Print for Sale by ArtoDesignPro | Redbubble",
    "Amazon.com: Men's Plumber Funny T-Shirt Dont Tell me How to do My Job Plumbing Jobs Tee (Small Black) : Clothing, Shoes & Jewelry",
    "Plumbing Plumber Plumber No Rich' Women's T-Shirt | Spreadshirt",
    "Plumbers Don't Argue They Explain Why You're Stupid\" Essential T-Shirt for Sale by Betsytiptoe | Redbubble",
    "walk aways I have anger issues farm t funny vines T-Shirt | Zazzle",
    "Hourly Rate Plumber T-shirt, Funny Plumbing Shirt for Co-workers, Custom Plumber Gift Tee, Appreciation Gift for Him, Work Humor Tee - Etsy",
    "Funny Plumber Sayings Repairman Contractor Occupation Gift T Shirt | eBay",
    "plumber print mens crew neck t shirt short sleeve - Temu Oman",
    "Awesome Plumber Looks Like T-Shirt Men -Smartprints Designs, Male 5X-Large - Walmart.com",
    "Plumber Laying Pipe Day and Night Vintage T-shirt, Machinist Shirt, Mechanic Shirt, Mechanic Lovers Shirt, Engineer Shirt, Plumber Shirt - Etsy",
    "Badass Plumber Design for Plumber Services workplaces\" Sticker for Sale by ArtoDesignPro | Redbubble",
    "Amazon.com: quotedazur - Taza de caf\u00e9 49% fontanero 51% Badass - Taza de caf\u00e9 para hombres y mujeres - Taza divertida perfecta para el trabajo, cumplea\u00f1os, Navidad, trabajo, jubilaci\u00f3n, plomero, trabajo, colega : Hogar y Cocina",
    "This item is unavailable - Etsy",
    "Funny Plumbing T Plumbers Know Their Crap Tee | Zazzle",
    "\u6642\u7d66\u5236\u914d\u7ba1\u5de5T\u30b7\u30e3\u30c4\u3001\u540c\u50da\u3078\u306e\u9762\u767d\u3044\u914d\u7ba1\u5de5T\u30b7\u30e3\u30c4\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u914d\u7ba1\u5de5\u30ae\u30d5\u30c8T\u30b7\u30e3\u30c4\u3001\u7537\u6027\u3078\u306e\u30b8\u30e7\u30fc\u30af\u30ae\u30d5\u30c8\u3001\u7236\u306e\u65e5\u306e\u30a2\u30a4\u30c7\u30a2 - Etsy \u65e5\u672c",
    "Plumber SVG Bundle| Pluming SVG Bundle| Plumber Svg| Plumber Quotes Svg| Plumber Cricut Svg| Handyman Svg| Plumber Png - Etsy",
    "Men'S Plumber Funny T-Shirt Dont Tell Me How To Do My Job Plumbing Jobs Tee (Medium Grey) - Walmart.com",
    "Funny Sarcastic Plumber T Shirt, Hilarious Hourly Rate T-shirt, Snarky Saying Apparel, Sarcasm Plumber Tee, Fun Unique Gift for Him Her. - Etsy",
    "Plumbers Don't Argue They Explain Why You're Stupid\" Art Print for Sale by Betsytiptoe | Redbubble",
    "Funny Plumber Hourly Rate Shirt - Back of Shirt Print - Wrench Men Labor Rate Short-sleeve Unisex T-shirt - Etsy",
    "Hourly Rate Plumber T-shirt, Funny Plumbing Shirt for Co-workers, Custom Gift for Plumber, Appreciation Work Tee, Gift for Him - Etsy New Zealand",
    "Plumber Funny Definition T-shirt, Shirt, Gift, Plumbing, Blue Collar, Trade, Tradesman, Tools, Contractor, - Etsy UK",
    "Plumber Shirt, Funny Plumber T-shirt Gift, Gift for Plumber Tradesman, DIY Shirt, Gift for Him, Workplace Gift, Funny Gift for Plumber - Etsy",
    "This Is What an Awesome Klempner Looks Like Herren Maglietta 100% Baumwolle | eBay.de",
    "Plumber laying pipe day and night T-Shirt | Zazzle",
    "Unique Plumber Hourly Hour T-shirt - Show off Your Trade, Plumbers Gifts, Plumbers Birthday, Plumber Dad - Etsy",
    "This item is unavailable - Etsy",
    "Plumber T-Shirt This is what a Looks Like Mens Funny Heating Engineer Plumbing | eBay",
    "Plumber Funny Definition T-shirt, Shirt, Gift, Plumbing, Blue Collar, Trade, Tradesman, Tools, Contractor, - Etsy",
    "Your Local Plumber - Plumbing Company Business T-Shirt | Zazzle"
  ],
  "created_at": "2026-03-02T12:40:06.937644"
}

Keyword Analysis

{
  "primary_keyword": "badass plumber",
  "primary_keyword_confidence": 0.13333333333333333,
  "raw_keywords": [
    "This Is What A Badass Plumber Looks Like T-Shirt | Zazzle",
    "Copy of I Hate Being Sex But I'm A Plumber So I Can't Help It\" Essential T-Shirt for Sale by ShaounOmar | Redbubble",
    "Badass Plumber T-shirt Funny Ideal Father Day Birthday Gift for Him - Etsy",
    "Drips Don't Stand a Chance Plumber Birthday\" Essential T-Shirt for Sale by DomTeesHaven | Redbubble",
    "Amazon.com: No Drip Too Small No Leak Too Big | Plumbing Plumber V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Plumber Because Badass Job Title Plumbing T-Shirts",
    "Buy plumbers t shirts funny Flash Sales Walk Away This Plumber Funny Plumber T shirt Olashirt",
    "You're Looking at One Badass Plumber T-shirt Personalised Gift Customised Custom Name Message - Etsy",
    "Plumbers Don't Argue Stupid Plumber Plumbing Humor T-Shirt - Monsterry",
    "Funny Plumber Shirt, Humorous Plumber Gift - Etsy Israel",
    "All Men are Created Equal But Only The Finest Become Plumbers - Unisex T-Shirt - Plumber Shirt - Plumber Gift Black | Amazon.com",
    "Tap Water Symbol T-Shirt | Zazzle",
    "QUOTEDAZUR - Coffee Mug 49% Plumber 51% Badass - Coffee Mug for Men and Women - Funny Mug Perfect for Work Birthday, Christmas, Job Retirement Plumber, Work, Colleague : Amazon.com.au: Kitchen & Dining",
    "Plumber Badass Idea Plumbing Pipefather Men's Back Print T-shirt | Mazezy",
    "Amazon.com: Generic Gifts For Plumber Fitter Pipefitter Funny Unofficial Job Title Badass Design Navy and Muticolor Unisex Hoodie, Small, Black : Clothing, Shoes & Jewelry",
    "Plumber T-Shirt This is what a Looks Like Mens Funny Heating Engineer Plumbing | eBay",
    "Hourly Rate Plumber Shirt, Funny Plumbing T-shirt for Co-workers, Custom Plumber Gift Tee, Work Humor Tee, Appreciation Gift for Him - Etsy",
    "Designsify Christmas Tree Decoration, Badass Plumber, Circle Ornament, Gifts for Birthday Anniversary Valentines Mom Mothers Fathers Day Party, to Men Women Him Her Friend Mom Dad Wife Husband : Amazon.ca: Home",
    "Funny T-shirt Plumber Tee Home Repair Humor Unisex Jersey Short Sleeve Fathers Day Gift DIY Lover Present for Understanding Plumbers - Etsy Israel",
    "Badass Plumber Typography Art Printed Gift for Plumber and plumbing workers\" Essential T-Shirt for Sale by ArtoDesignPro | Redbubble",
    "Badass Plumber Typography Art Printed Gift for Plumber and plumbing workers\" Art Print for Sale by ArtoDesignPro | Redbubble",
    "Amazon.com: Men's Plumber Funny T-Shirt Dont Tell me How to do My Job Plumbing Jobs Tee (Small Black) : Clothing, Shoes & Jewelry",
    "Plumbing Plumber Plumber No Rich' Women's T-Shirt | Spreadshirt",
    "Plumbers Don't Argue They Explain Why You're Stupid\" Essential T-Shirt for Sale by Betsytiptoe | Redbubble",
    "walk aways I have anger issues farm t funny vines T-Shirt | Zazzle",
    "Hourly Rate Plumber T-shirt, Funny Plumbing Shirt for Co-workers, Custom Plumber Gift Tee, Appreciation Gift for Him, Work Humor Tee - Etsy",
    "Funny Plumber Sayings Repairman Contractor Occupation Gift T Shirt | eBay",
    "plumber print mens crew neck t shirt short sleeve - Temu Oman",
    "Awesome Plumber Looks Like T-Shirt Men -Smartprints Designs, Male 5X-Large - Walmart.com",
    "Plumber Laying Pipe Day and Night Vintage T-shirt, Machinist Shirt, Mechanic Shirt, Mechanic Lovers Shirt, Engineer Shirt, Plumber Shirt - Etsy",
    "Badass Plumber Design for Plumber Services workplaces\" Sticker for Sale by ArtoDesignPro | Redbubble",
    "Amazon.com: quotedazur - Taza de caf\u00e9 49% fontanero 51% Badass - Taza de caf\u00e9 para hombres y mujeres - Taza divertida perfecta para el trabajo, cumplea\u00f1os, Navidad, trabajo, jubilaci\u00f3n, plomero, trabajo, colega : Hogar y Cocina",
    "This item is unavailable - Etsy",
    "Funny Plumbing T Plumbers Know Their Crap Tee | Zazzle",
    "\u6642\u7d66\u5236\u914d\u7ba1\u5de5T\u30b7\u30e3\u30c4\u3001\u540c\u50da\u3078\u306e\u9762\u767d\u3044\u914d\u7ba1\u5de5T\u30b7\u30e3\u30c4\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u914d\u7ba1\u5de5\u30ae\u30d5\u30c8T\u30b7\u30e3\u30c4\u3001\u7537\u6027\u3078\u306e\u30b8\u30e7\u30fc\u30af\u30ae\u30d5\u30c8\u3001\u7236\u306e\u65e5\u306e\u30a2\u30a4\u30c7\u30a2 - Etsy \u65e5\u672c",
    "Plumber SVG Bundle| Pluming SVG Bundle| Plumber Svg| Plumber Quotes Svg| Plumber Cricut Svg| Handyman Svg| Plumber Png - Etsy",
    "Men'S Plumber Funny T-Shirt Dont Tell Me How To Do My Job Plumbing Jobs Tee (Medium Grey) - Walmart.com",
    "Funny Sarcastic Plumber T Shirt, Hilarious Hourly Rate T-shirt, Snarky Saying Apparel, Sarcasm Plumber Tee, Fun Unique Gift for Him Her. - Etsy",
    "Plumbers Don't Argue They Explain Why You're Stupid\" Art Print for Sale by Betsytiptoe | Redbubble",
    "Funny Plumber Hourly Rate Shirt - Back of Shirt Print - Wrench Men Labor Rate Short-sleeve Unisex T-shirt - Etsy",
    "Hourly Rate Plumber T-shirt, Funny Plumbing Shirt for Co-workers, Custom Gift for Plumber, Appreciation Work Tee, Gift for Him - Etsy New Zealand",
    "Plumber Funny Definition T-shirt, Shirt, Gift, Plumbing, Blue Collar, Trade, Tradesman, Tools, Contractor, - Etsy UK",
    "Plumber Shirt, Funny Plumber T-shirt Gift, Gift for Plumber Tradesman, DIY Shirt, Gift for Him, Workplace Gift, Funny Gift for Plumber - Etsy",
    "This Is What an Awesome Klempner Looks Like Herren Maglietta 100% Baumwolle | eBay.de",
    "Plumber laying pipe day and night T-Shirt | Zazzle",
    "Unique Plumber Hourly Hour T-shirt - Show off Your Trade, Plumbers Gifts, Plumbers Birthday, Plumber Dad - Etsy",
    "This item is unavailable - Etsy",
    "Plumber T-Shirt This is what a Looks Like Mens Funny Heating Engineer Plumbing | eBay",
    "Plumber Funny Definition T-shirt, Shirt, Gift, Plumbing, Blue Collar, Trade, Tradesman, Tools, Contractor, - Etsy",
    "Your Local Plumber - Plumbing Company Business T-Shirt | Zazzle"
  ],
  "filtered_keywords": [
    "plumber looks",
    "funny plumber",
    "plumber gift"
  ],
  "created_at": "2026-03-02T12:40:14.764083"
}

Autocomplete

{
  "keyword_exists": false,
  "is_popular": false,
  "suggestions": [],
  "created_at": "2026-03-02T12:40:50.864065"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 50.5,
    "peak_interest": 100.0,
    "current_interest": 7.0,
    "trend_direction": "falling",
    "is_seasonal": false,
    "peak_months": [],
    "seasonal_pattern": null,
    "created_at": "2026-03-02T12:40:51.481246",
    "related_queries": [
      {
        "type": "top",
        "query": "badass plumber girl is the hidden heiress",
        "value": 100
      },
      {
        "type": "rising",
        "query": "badass plumber girl is the hidden heiress",
        "value": 3059750
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/01jp58",
        "topic_type": "Occupation",
        "topic_title": "Plumber"
      },
      {
        "type": "top",
        "value": 30,
        "topic_id": "/m/05r655",
        "topic_type": "Topic",
        "topic_title": "Girl"
      },
      {
        "type": "top",
        "value": 29,
        "topic_id": "/m/025vm2x",
        "topic_type": "Topic",
        "topic_title": "Dailymotion"
      },
      {
        "type": "top",
        "value": 1,
        "topic_id": "/m/01n4qj",
        "topic_type": "Garment",
        "topic_title": "Shirt"
      },
      {
        "type": "top",
        "value": 0,
        "topic_id": "/m/018jz",
        "topic_type": "Sports",
        "topic_title": "Baseball"
      },
      {
        "type": "rising",
        "value": 8705300,
        "topic_id": "/m/01jp58",
        "topic_type": "Occupation",
        "topic_title": "Plumber"
      },
      {
        "type": "rising",
        "value": 2510900,
        "topic_id": "/m/025vm2x",
        "topic_type": "Topic",
        "topic_title": "Dailymotion"
      },
      {
        "type": "rising",
        "value": 48300,
        "topic_id": "/m/01n4qj",
        "topic_type": "Garment",
        "topic_title": "Shirt"
      },
      {
        "type": "rising",
        "value": 40450,
        "topic_id": "/m/018jz",
        "topic_type": "Sports",
        "topic_title": "Baseball"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 50.0,
    "peak_interest": 100.0,
    "current_interest": 9.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-03-02T12:40:51.554287",
    "evergreen_status": "insufficient_data",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoOYmFkYXNzIHBsdW1iZXIyDAgDEgZOZWFyYnkYAljbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber+nearby&shoprs=CAEYAyoOYmFkYXNzIHBsdW1iZXIyDAgDEgZOZWFyYnkYAljbqSBgAg"
          },
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioOYmFkYXNzIHBsdW1iZXIyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber+sale&shoprs=CAESBEoCGAEYBioOYmFkYXNzIHBsdW1iZXIyEwgGEgdPbiBzYWxlGAIiBEoCGAFY26kgYAI"
          },
          {
            "text": "Get it today",
            "shoprs": "CAESDZoBCgoIEAA4AUABSAEYFCoOYmFkYXNzIHBsdW1iZXIyJQgUEgxHZXQgaXQgdG9kYXkiDZoBCgoIEAA4AUABSAEqBBABGAFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber&shoprs=CAESDZoBCgoIEAA4AUABSAEYFCoOYmFkYXNzIHBsdW1iZXIyJQgUEgxHZXQgaXQgdG9kYXkiDZoBCgoIEAA4AUABSAEqBBABGAFgAg"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqDmJhZGFzcyBwbHVtYmVyMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber&shoprs=CAESAmoAGBYqDmJhZGFzcyBwbHVtYmVyMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Shirts & Tops",
            "shoprs": "CAEYCSoOYmFkYXNzIHBsdW1iZXIyEQgJEg1TaGlydHMgJiBUb3BzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=shirts+%26+tops+badass+plumber&shoprs=CAEYCSoOYmFkYXNzIHBsdW1iZXIyEQgJEg1TaGlydHMgJiBUb3BzYAI"
          },
          {
            "text": "Decorative Signs",
            "shoprs": "CAEYCSoOYmFkYXNzIHBsdW1iZXIyFAgJEhBEZWNvcmF0aXZlIFNpZ25zYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=decorative+signs+badass+plumber&shoprs=CAEYCSoOYmFkYXNzIHBsdW1iZXIyFAgJEhBEZWNvcmF0aXZlIFNpZ25zYAI"
          },
          {
            "text": "Photography Wall Art",
            "shoprs": "CAEYCSoOYmFkYXNzIHBsdW1iZXIyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=photography+wall+art+badass+plumber&shoprs=CAEYCSoOYmFkYXNzIHBsdW1iZXIyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAC"
          },
          {
            "text": "Posters",
            "shoprs": "CAEYCSoOYmFkYXNzIHBsdW1iZXIyCwgJEgdQb3N0ZXJzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=posters+badass+plumber&shoprs=CAEYCSoOYmFkYXNzIHBsdW1iZXIyCwgJEgdQb3N0ZXJzYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Price",
        "options": [
          {
            "text": "Under $10",
            "shoprs": "CAESDRILEQAAAADQEmNBGAEYBSoOYmFkYXNzIHBsdW1iZXIyIggFEglVbmRlciAkMTAYAiINEgsRAAAAANASY0EYASoCGAFY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber+under+%2410&shoprs=CAESDRILEQAAAADQEmNBGAEYBSoOYmFkYXNzIHBsdW1iZXIyIggFEglVbmRlciAkMTAYAiINEgsRAAAAANASY0EYASoCGAFY26kgYAI"
          },
          {
            "text": "Over $10",
            "shoprs": "CAESDRILCQAAAADQEmNBGAEYBSoOYmFkYXNzIHBsdW1iZXIyIQgFEghPdmVyICQxMBgCIg0SCwkAAAAA0BJjQRgBKgIYAVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=badass+plumber+over+%2410&shoprs=CAESDRILCQAAAADQEmNBGAEYBSoOYmFkYXNzIHBsdW1iZXIyIQgFEghPdmVyICQxMBgCIg0SCwkAAAAA0BJjQRgBKgIYAVjbqSBgAg"
          }
        ],
        "input_type": "price_range"
      },
      {
        "type": "Style",
        "options": [
          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoOYmFkYXNzIHBsdW1iZXIyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=sweatshirt+badass+plumber&shoprs=CAEYASoOYmFkYXNzIHBsdW1iZXIyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNupIGAC"
          },
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The humor and language are more suitable for adults.",
  "primary_gender": "unisex",
  "gender_confidence": 0.9,
  "gender_reasoning": "The design appeals to anyone in the plumbing profession.",
  "target_personas": [
    "Plumbers with a sense of humor",
    "Gift buyers for plumbers",
    "Adults who appreciate bold statements"
  ],
  "product_restrictions": {
    "allow_drinkware": true,
    "allow_adult_products": true,
    "allow_children_products": false
  },
  "temporal_specificity": "evergreen",
  "temporal_value": null,
  "temporal_start_date": null,
  "temporal_end_date": null,
  "redesign_opportunity": false,
  "temporal_confidence_score": 0.8,
  "visual_reasoning": "LIFECYCLE: The design contains the text '49% Plumber 51% Badass' in bold letters. This phrase is humorous and targets plumbers with a playful and confident message. There are no specific dates, events, or seasonal references, making it relevant at any time.\n\nSEASONALITY: The design's humor and bold statement are appealing year-round to plumbers or those purchasing gifts for them. Without specific seasonal or holiday references, it is likely to have consistent interest throughout the year.",
  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "49% Plumber 51% Badass T-Shirt - Funny Gift for Plumbers",
    "primary": "49% Plumber 51% Badass T-Shirt - Perfect Gift for Plumbers",
    "etsy_140": "49% Plumber 51% Badass Tee - Humorous Plumber Gift Idea",
    "amazon_200": "49% Plumber 51% Badass T-Shirt - Funny Plumber Gift for Him or Her - Perfect for Birthdays or Father's Day",
    "shopify_70": "49% Plumber 51% Badass Tee"
  },
  "descriptions": {
    "seo_optimized": "Show off your plumbing pride with this '49% Plumber 51% Badass' t-shirt. Perfect for plumbers with a sense of humor, this shirt makes a great gift for birthdays or Father's Day. Available in multiple colors, it's a fun way to celebrate the badass in every plumber.",
    "short_summary": "Celebrate plumbing pride with this '49% Plumber 51% Badass' tee."
  },
  "bullet_points": [
    "Humorous design perfect for plumbers",
    "Great gift for birthdays or Father's Day",
    "Available in multiple colors",
    "Made from high-quality, durable fabric",
    "Ideal for work or casual outings"
  ],
  "keywords": {
    "primary": [
      "badass plumber",
      "funny plumber",
      "plumber gift"
    ],
    "etsy_tags": [
      "badass plumber",
      "funny plumber",
      "plumber gift",
      "humorous shirt",
      "plumbing pride",
      "gift for him",
      "gift for her",
      "birthday gift",
      "Father's Day gift",
      "workwear",
      "casual tee",
      "funny gift",
      "plumber humor"
    ],
    "secondary": [
      "plumber looks",
      "humorous plumber shirt",
      "plumbing pride",
      "gift for plumbers",
      "plumber humor"
    ]
  },
  "item_specifics": {
    "style": "Casual|Funny",
    "theme": [
      "Plumbing",
      "Humor"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Casual",
      "Gift",
      "Work"
    ]
  },
  "created_at": "2026-03-02T12:42:21.609292",
  "updated_at": "2026-03-02T12:42:21.609292"
}

Recommendations (first 5)

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        "is_phase1_failsafe": true
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    "created_at": "2026-03-02T12:42:55.736624"
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  {
    "product_type": "sticker",
    "recommendation_tier": "acceptable",
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        "visibility_score": 8
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: gpt-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "March,April,May",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months are optimal for launching as they precede the summer season, when plumbing services are in high demand.",
        "best_months": [
          "March",
          "April",
          "May"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is prioritized due to its strong presence in personalized and niche products, while Amazon and Redbubble offer additional reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-03-02T12:42:55.736624"
  },
  {
    "product_type": "travel mug",
    "recommendation_tier": "avoid",
    "confidence_score": 0.036,
    "reasoning": "2/55 POD products are travel mugs, providing a niche option for on-the-go plumbers.",
    "suggested_price_min": 19.8,
    "suggested_price_max": 24.200000000000003,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#A8A8A8",
        "reasoning": "Excellent contrast and readability for both black and red text.",
        "color_name": "Athletic Heather",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#D8A7B1",
        "reasoning": "Strong contrast with black text and complements the red well.",
        "color_name": "Heather Mauve",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#EAA05E",
        "reasoning": "Bright background enhances the visibility of both text colors.",
        "color_name": "Heather Orange",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#F4C4A5",
        "reasoning": "Soft background provides good contrast with both black and red.",
        "color_name": "Heather Peach",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#4CBB17",
        "reasoning": "Vibrant green offers excellent contrast, making text pop.",
        "color_name": "Kelly",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#FFD700",
        "reasoning": "Bright and eye-catching, with good readability for both text colors.",
        "color_name": "Gold",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#D2B48C",
        "reasoning": "Neutral tone that enhances text visibility.",
        "color_name": "Heather Sand Dune",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#F5F5DC",
        "reasoning": "Soft white background provides strong contrast for black text.",
        "color_name": "Vintage White",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#98FF98",
        "reasoning": "Light and fresh, offering good contrast with text.",
        "color_name": "Heather Mint",
        "visibility_score": 8
      },
      {
        "priority": 10,
        "color_hex": "#ADD8E6",
        "reasoning": "Cool tone that contrasts well with both black and red.",
        "color_name": "Light Blue",
        "visibility_score": 8
      },
      {
        "priority": 11,
        "color_hex": "#000000",
        "reasoning": "Failsafe: gpt-4o recommended this for products that only come in basic colors, but omitted from top 10",
        "color_name": "Black",
        "visibility_score": 10,
        "is_phase1_failsafe": true
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "March,April,May",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months are optimal for launching as they precede the summer season, when plumbing services are in high demand.",
        "best_months": [
          "March",
          "April",
          "May"
        ]
      },
      "market_viability": {
        "recommendation": "proceed_with_caution",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is prioritized due to its strong presence in personalized and niche products, while Amazon and Redbubble offer additional reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-03-02T12:42:55.736624"
  }
]