🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (4)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (7 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 59,
  "product_titles": [
    "Amazon.com: Mechanical Engineers Graduation I'm A Mechanical Engineer T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Mechanical Engineer Level Of Sarcasm T-Shirt - Walmart.com",
    "Mechanical Engineering Gift, Mechanical Engineering Shirt, Mechanical Engineer Gift, Mechanical Engineer Shirt, My Level Of Sarcasm | MakerPlace by Michaels",
    "Mechanical Engineer Level Of Funny Sarcasm Tee Gift Birthday Friends T-shirt | eBay",
    "Mechanical Engineering Gift. Mechanical Engineering Shirt. Mechanical Engineer Gift. Mechanical Engineer Shirt. My Level of Sarcasm #OS5621 - Etsy",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Poster by Haselshirt - Fine Art America",
    "Buy Sarcastic Mechanical Engineer T-Shirt at Ubuy Nigeria",
    "Mechanical Engineer Shirt, Men's Fashion, Tops & Sets, Tshirts & Polo Shirts on Carousell",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Art Print by Haselshirt - Fine Art America",
    "Mens Engineer Graphic T-Shirt, Funny Sarcasm Level Depends on Stupidity Work Humor Short Sleeve Tee 2025 - \u20ac15.99",
    "Funny Mechanical Engineer Level Of Sarcasm T-shirt\" Poster for Sale by zcecmza | Redbubble",
    "funny engineer slogan pattern print men's t-shirt, graphic tee men's summer clothes, men's outfits - men's clothing - Temu",
    "Funny Engineer Slogan Pattern Print Men's Oversized T-shirt Graphic Tee Summer Clothes Men's Outfits Fashion Trend - AliExpress",
    "Mechanical Engineering Gift, Mechanical Engineering Shirt, Mechanical Engineer Gift, Mechanical Engineer Shirt, My Level of Sarcasm T1898 - Etsy",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Digital Art by Haselshirt - Pixels",
    "Mens Engineer Graphic T-Shirt, Funny Sarcasm Level Depends on Stupidity Work Humor Short Sleeve Tee 2025 - \u20aa 62",
    "I Am A Mechanical Engineer To Save Time Sweatshirt | Mazezy",
    "Mechanical Engineer I fight Zombies' Men's Hoodie | Spreadshirt",
    "Mechanical Engineer Funny Gift Evil Genius Cleverly Unisex T-Shirt | Mazezy",
    "I Might Be an ENGINEER But I Can't Fix Stupid Engineering T-Shirt | eBay",
    "Funny Mechanical Engineer To Save Time T-Shirt\" Poster for Sale by zcecmza | Redbubble",
    "Neural network 15 T-Shirt | Zazzle",
    "I Might Be An Engineer, But I Can't Fix Stupid \u2013 Engineering Outfitters",
    "Engineering Design Gift Mechanical Engineers Are Better T Shirt | Desertcart INDIA",
    "Amazon.com: Tstars I Am an Engineer Shirt Gifts for Engineers Funny Engineering Tshirt for Men Small Black : Clothing, Shoes & Jewelry",
    "Engineer Engineering Mechanical Profession T-Shirt - Thegiftio",
    "I Am An Engineer Funny Sarcasm Engineering T-shirt\" Poster for Sale by zcecmza | Redbubble",
    "Mechanical Engineer Shirt Mechanical Engineer Gift Cool T Shirt With Quote Mechanical Engineer T-shirt #tired1-mechanicalengineer - Etsy Australia",
    "Substation Engineer Men's Back Print T-Shirt - Monsterry DE",
    "My Favorite Mechanical Engineer Calls Me Mom Gift Ladies Tee - Seseable",
    "Mechanical Engineer Shirt | Mechanical Engineer Engineer Gift | Mechanical Graduate | Engineering Graduate | Tank Top | Hoodie | A0489 - Etsy",
    "Proud Father Of A Mechanical Engineer Or Student Gift For Mens Unisex T-Shirt | Mazezy",
    "Presheatecha Definition Funny Word Mashup Graphic Design Printed Casual Daily Basic Women T-shirt - Thegiftio",
    "Mechanical Engineer T-shirt Design - I Solve Problems Graphic - Digital Download PNG, EPS, Ai, SVG - Etsy Sweden",
    "Trust Me I'm A Mechanical Engineer job career Soft Unisex Men Women Tee Shirt | eBay",
    "Mechanical Engineer Shirt Mechanical Engineer Gift I Can Fix Stupid T Shirt for Mechanical Engineer T-shirt #fix1-mechanicalengineer - Etsy Israel",
    "fun understanding engineer print mens t shirt casual cotton - Temu Canada",
    "Mechanical Engineers Fix Stupid Funny T-shirt\" Poster for Sale by zcecmza | Redbubble",
    "Mechanical Engineer Loading Dog Tag | Mazezy DE",
    "Mechanical Engineer Black And White\" Socks for Sale by CeciLop | Redbubble",
    "Mechanical Engineer Shirt, \u201cI speak with electrical engineers so the rest of society doesn't have to\u201d - RSA Clothing",
    "civil engineer saying funny civil engineer gift\" iPhone Case for Sale by alaechamlal | Redbubble",
    "Mechanical Engineer Funny Definition: Mechanical Engineering Gift - Automobile Mechanic\" Postcard for Sale by Adexyl | Redbubble",
    "I'm an Engineer. I Can Explain It to You. I Can't Understand It for You. Unisex Engineering Shirt - Science Gift Tshirt - Etsy",
    "I Am an Engineer T-shirt, Engineer Pride Tee, Funny Engineer Shirt, STEM Career Graphic Tee, Minimal Engineer Apparel - Etsy",
    "Mechanical Engineer Shirts, Female Engineer Gifts, Engineer Student Gift, Engineer Grad Gift, TRO Mechanical Engineering Sweatshirt, - Etsy",
    "I'm A Process Engineer T-Shirt | Zazzle",
    "mechanical engineer saying funny mechanical engineering gift\" Essential T-Shirt for Sale by alaechamlal | Redbubble",
    "I Am A Mechanic I Cant Fix Stupid Youth T-shirt | Mazezy",
    "Im An Engineer Not A Magician T-Shirt | Mazezy"
  ],
  "created_at": "2026-01-04T08:03:00.448897"
}

Keyword Analysis

{
  "primary_keyword": "mechanical engineer",
  "primary_keyword_confidence": 0.7446808510638298,
  "raw_keywords": [
    "Amazon.com: Mechanical Engineers Graduation I'm A Mechanical Engineer T-Shirt : Clothing, Shoes & Jewelry",
    "Funny Mechanical Engineer Level Of Sarcasm T-Shirt - Walmart.com",
    "Mechanical Engineering Gift, Mechanical Engineering Shirt, Mechanical Engineer Gift, Mechanical Engineer Shirt, My Level Of Sarcasm | MakerPlace by Michaels",
    "Mechanical Engineer Level Of Funny Sarcasm Tee Gift Birthday Friends T-shirt | eBay",
    "Mechanical Engineering Gift. Mechanical Engineering Shirt. Mechanical Engineer Gift. Mechanical Engineer Shirt. My Level of Sarcasm #OS5621 - Etsy",
    "Buy Sarcastic Mechanical Engineer T-Shirt at Ubuy Nigeria",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Poster by Haselshirt - Fine Art America",
    "Mens Engineer Graphic T-Shirt, Funny Sarcasm Level Depends on Stupidity Work Humor Short Sleeve Tee 2025 - \u20ac15.99",
    "Funny Mechanical Engineer Level Of Sarcasm T-shirt\" Poster for Sale by zcecmza | Redbubble",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Art Print by Haselshirt - Fine Art America",
    "funny engineer slogan pattern print men's t-shirt, graphic tee men's summer clothes, men's outfits - men's clothing - Temu",
    "Funny Engineer Slogan Pattern Print Men's Oversized T-shirt Graphic Tee Summer Clothes Men's Outfits Fashion Trend - AliExpress",
    "Mechanical Engineering Gift, Mechanical Engineering Shirt, Mechanical Engineer Gift, Mechanical Engineer Shirt, My Level of Sarcasm T1898 - Etsy",
    "Funny Mechanical Engineer Engineering Students Gear Shirt & Hoodie - Siriustee.com",
    "Funny Mechanical Engineer Level Of Sarcasm Gift Digital Art by Haselshirt - Pixels",
    "Mens Engineer Graphic T-Shirt, Funny Sarcasm Level Depends on Stupidity Work Humor Short Sleeve Tee 2025 - \u20aa 62",
    "I Am A Mechanical Engineer To Save Time Sweatshirt | Mazezy",
    "Motivational Saying Mechanical Engineer Learning School Gag Novelty Women Men Sarcasm Husband Worker Father Unisex Softstyle T-Shirt - Walmart.com",
    "mechanical engineer saying funny mechanical engineering gift\" Greeting Card for Sale by alaechamlal | Redbubble",
    "Mechanical Engineering Masters Degree Graduation' Men's T-Shirt | Spreadshirt",
    "How To Get An Engineers Attention: Engineering T-Shirt | Zazzle",
    "Mechanical Engineering Dictionary Term Unisex Tank Top | Mazezy UK",
    "Engineer Engineering Mechanical Profession T-Shirt - Thegiftio",
    "genuine mens casual crew neck t shirt summer sporty tee - Temu Mauritius",
    "Funny Mechanical Engineer I Can't Fix Stupid Saying Gift Tee\" Poster for Sale by Theobsessed01 | Redbubble",
    "Future Mechanical Engineer T-Shirt Gildan 5000 Unisex Heavy Cotton Tee Engineering Student Graduation - Walmart.com",
    "Awesome Mechanical Engineer Shirt - WarmTees",
    "Amazon.com: Smart Mechanical Engineer T-Shirt : Clothing, Shoes & Jewelry",
    "Trust Me I Am A Mechanical Engineer T-Shirt - Thegiftio",
    "Operating Engineer - Funny Operating Engineering T-Shirt Unisex - Designed by Sam 8891",
    "Funny Mechanical Engineer Hourly Rate Vector T-shirt Design Svg Files \u2013 Vectortshirtdesigns",
    "Funny Mechanical Engineer I Can't Fix Stupid T-shirt, Mechanical Engineer Gift, Mechanical Engineer Shirt, Mechanical Engineering Gift - Etsy Ireland",
    "I Might Be an Engineer but I Can't Fix Stupid Engineering T-shirt - Etsy UK",
    "Funny Mechanical Engineer I Cant Fix Stupid Engineer T Shirt- Funny Engineer Shirt, Engineer Gifts, Engineer T-shirt, Gift for Engineer - Etsy",
    "Proud Father Of A Mechanical Engineer Or Student Gift For Mens Unisex T-Shirt | Mazezy",
    "I'm a Mechanical Engineer I Can't Fix Stupid but I Can Fix What Stupid Does Engineer T-shirt - Etsy",
    "Funny Engineer T-shirt: Mechanical Evil Genius Gift - Etsy",
    "The Person Wearing This Tshirt Is A Mechanical Engineer Women T-shirt | Mazezy DE",
    "Engineer in Progress Sweatshirt, Funny Loading Bar Shirt, Engineering Student Gift, Future Engineer Apparel, Graduation Gift, Engineering - Etsy Israel",
    "Soy ingeniero mec\u00e1nico, no puedo arreglar lo est\u00fapido, pero puedo arreglar lo est\u00fapido que hace la camiseta del ingeniero - Etsy Espa\u00f1a",
    "Funny Mechanical Engineer I Can't Fix Stupid\" Greeting Card for Sale by Sashakis | Redbubble",
    "mechanical engineer saying funny mechanical engineering gift\" Essential T-Shirt for Sale by alaechamlal | Redbubble",
    "Cool Mechanical Engineer Engineering T-shirt\" Greeting Card for Sale by zcecmza | Redbubble",
    "plus size a mechanical engineer print mens t shirt casual - Temu Mauritius",
    "plus size \"'m a mechanical engineer\" print t shirt men's - Temu Mauritius",
    "Geeksoutfit Engineers From Best To Worst Mechanical Engineering Geek T-Shirt for Sale",
    "Mechanical Engineer Mechanic\" Poster for Sale by 4tomic | Redbubble"
  ],
  "filtered_keywords": [
    "mechanical engineering",
    "engineer t",
    "funny mechanical",
    "engineer level"
  ],
  "created_at": "2026-01-04T08:24:50.934063"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "mechanical engineering",
    "mechanical engineering jobs",
    "mechanical engineer salary",
    "mechanical engineering jobs tulsa",
    "mechanical engineering jobs wichita ks",
    "mechanical engineering internships",
    "mechanical engineering degree",
    "mechanical engineering utulsa",
    "mechanical engineering jobs near me",
    "mechanical engineering internships summer 2026",
    "mechanical engineer job description",
    "mechanical engineer salary tulsa",
    "mechanical engineering technology",
    "mechanical engineering degree online",
    "mechanical engineer starting salary"
  ],
  "created_at": "2026-01-04T08:25:08.033975"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 82.3,
    "peak_interest": 100.0,
    "current_interest": 54.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      "8",
      "9",
      "2"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-04T08:25:08.726920",
    "related_queries": [
      {
        "type": "top",
        "query": "mechanical engineer salary",
        "value": 100
      },
      {
        "type": "top",
        "query": "engineer salary",
        "value": 94
      },
      {
        "type": "top",
        "query": "mechanical engineering",
        "value": 86
      },
      {
        "type": "top",
        "query": "engineering",
        "value": 84
      },
      {
        "type": "top",
        "query": "mechanical engineer jobs",
        "value": 53
      },
      {
        "type": "top",
        "query": "engineer jobs",
        "value": 53
      },
      {
        "type": "top",
        "query": "jobs",
        "value": 52
      },
      {
        "type": "top",
        "query": "what is mechanical engineer",
        "value": 46
      },
      {
        "type": "top",
        "query": "what is a mechanical engineer",
        "value": 33
      },
      {
        "type": "top",
        "query": "mechanical engineer job",
        "value": 30
      },
      {
        "type": "rising",
        "query": "cv for mechanical engineer",
        "value": 650
      },
      {
        "type": "rising",
        "query": "anduril",
        "value": 70
      },
      {
        "type": "rising",
        "query": "apple mechanical engineer salary",
        "value": 70
      },
      {
        "type": "rising",
        "query": "what's a mechanical engineer",
        "value": 50
      },
      {
        "type": "rising",
        "query": "blue origin mechanical engineer salary",
        "value": 50
      },
      {
        "type": "rising",
        "query": "apple mechanical engineer",
        "value": 50
      },
      {
        "type": "rising",
        "query": "sims 4 mechanical engineer",
        "value": 40
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/09j9h",
        "topic_type": "Degree",
        "topic_title": "Engineer"
      },
      {
        "type": "top",
        "value": 82,
        "topic_id": "/m/04x_3",
        "topic_type": "Professional field",
        "topic_title": "Mechanical Engineering"
      },
      {
        "type": "top",
        "value": 70,
        "topic_id": "/m/07s7r2",
        "topic_type": "Occupation",
        "topic_title": "Mechanical Engineer"
      },
      {
        "type": "top",
        "value": 42,
        "topic_id": "/m/02ky346",
        "topic_type": "Discipline",
        "topic_title": "Engineering"
      },
      {
        "type": "top",
        "value": 30,
        "topic_id": "/m/02w88k",
        "topic_type": "Topic",
        "topic_title": "Salary"
      },
      {
        "type": "top",
        "value": 21,
        "topic_id": "/m/04115t2",
        "topic_type": "Topic",
        "topic_title": "Job"
      },
      {
        "type": "top",
        "value": 8,
        "topic_id": "/m/02cwm",
        "topic_type": "Topic",
        "topic_title": "Design"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/0gcpt",
        "topic_type": "Topic",
        "topic_title": "Average"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/04y7b",
        "topic_type": "Topic",
        "topic_title": "Mechanics"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/02lts",
        "topic_type": "Topic",
        "topic_title": "Electricity"
      },
      {
        "type": "rising",
        "value": 232650,
        "topic_id": "/g/11hy9kty0d",
        "topic_type": "Degree",
        "topic_title": "Academic degree"
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    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 70.83,
    "peak_interest": 100.0,
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    "trend_direction": null,
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    "peak_months": null,
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    "created_at": "2026-01-04T08:25:08.807849",
    "evergreen_status": "trending_up",
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    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
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            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioTbWVjaGFuaWNhbCBlbmdpbmVlcjITCAYSB09uIHNhbGUYAiIESgIYAVjbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=mechanical+engineer+sale&shoprs=CAESBEoCGAEYBioTbWVjaGFuaWNhbCBlbmdpbmVlcjITCAYSB09uIHNhbGUYAiIESgIYAVjbqSBgAg"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoTbWVjaGFuaWNhbCBlbmdpbmVlcjIMCAMSBk5lYXJieRgCWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=mechanical+engineer+nearby&shoprs=CAEYAyoTbWVjaGFuaWNhbCBlbmdpbmVlcjIMCAMSBk5lYXJieRgCWNupIGAC"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioTbWVjaGFuaWNhbCBlbmdpbmVlcjIHCAoSA05ld1jbqSBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+mechanical+engineer&shoprs=CAEYCioTbWVjaGFuaWNhbCBlbmdpbmVlcjIHCAoSA05ld1jbqSBgAg"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioTbWVjaGFuaWNhbCBlbmdpbmVlcjIICAoSBFVzZWRY26kgYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+mechanical+engineer&shoprs=CAEYCioTbWVjaGFuaWNhbCBlbmdpbmVlcjIICAoSBFVzZWRY26kgYAI"
          },
          {
            "text": "Small business",
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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=books+mechanical+engineer&shoprs=CAEYCSoTbWVjaGFuaWNhbCBlbmdpbmVlcjIJCAkSBUJvb2tzYAI"
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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=shirts+%26+tops+mechanical+engineer&shoprs=CAEYCSoTbWVjaGFuaWNhbCBlbmdpbmVlcjIRCAkSDVNoaXJ0cyAmIFRvcHNgAg"
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        ],
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        "type": "Price",
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        ],
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        "type": "Style",
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          },
          {
            "text": "Tank Top",
            "shoprs": "CAEYASoTbWVjaGFuaWNhbCBlbmdpbmVlcjIYCAESCFRhbmsgVG9wOgoI9f44ELqEOTACWNupIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=tank+top+mechanical+engineer&shoprs=CAEYASoTbWVjaGFuaWNhbCBlbmdpbmVlcjIYCAESCFRhbmsgVG9wOgoI9f44ELqEOTACWNupIGAC"
          },
          {
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The term 'mom' and the reference to a popular movie quote ('Mean Girls') specifically target an adult demographic, likely parents of school-aged children.",
  "primary_gender": "women",
  "gender_confidence": 0.98,
  "gender_reasoning": "The design explicitly uses the word 'mom', which is a gender-specific term for women.",
  "target_personas": [
    "Mothers of baseball players",
    "Sports moms",
    "Fans of the movie Mean Girls",
    "Gift buyers for baseball moms"
  ],
  "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": 0.85,
  "visual_reasoning": "LIFECYCLE: The design contains the text 'On Wednesdays we wear PINK' and 'BASEBALL' accompanied by a pink baseball graphic. This is a parody of a famous quote from the movie 'Mean Girls'. Since the design does not include any specific years, dates, or one-time event markers, it is considered evergreen and will remain relevant to baseball fans and pop-culture enthusiasts indefinitely.\n\nSEASONALITY: While the movie reference is consistent year-round, the inclusion of the word 'BASEBALL' and a baseball graphic strongly ties the design to the baseball season. Demand for baseball-themed apparel typically peaks during the active playing months, starting with Spring training and Opening Day in March/April and continuing through the summer months into the playoffs in October.",
  "seasonal_activation_months": [
    3,
    4,
    5,
    6,
    7,
    8,
    9,
    10
  ],
  "market_seasonality": "seasonal_peak",
  "promotion_intensity": "boost_during_peak",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "Mechanical Engineer Shirt Funny Mechanical Engineering Gift I'm Not Arguing Tee",
    "primary": "Mechanical Engineer - I'm Not Arguing I'm Just Explaining Why I'm Right Funny Mechanical Engineering T-Shirt",
    "etsy_140": "Mechanical Engineer Shirt, Funny Mechanical Engineering Gift, Engineer Level of Sarcasm Tee, Graduation Gift, Mechanical Engineering Student",
    "amazon_200": "Mechanical Engineer T-Shirt - Funny Mechanical Engineering Gift - I'm Not Arguing I'm Just Explaining Why I'm Right - Sarcastic Engineer Level Apparel for Men and Women",
    "shopify_70": "Funny Mechanical Engineer Shirt - I'm Not Arguing Engineering Tee"
  },
  "descriptions": {
    "seo_optimized": "Celebrate your expertise with this funny mechanical engineer shirt featuring the witty quote, 'I'm not arguing, I'm just explaining why I'm right.' Perfect for mechanical engineering students and professionals alike, this design features classic gear graphics and bold typography that captures the 'engineer level' of sarcasm. Whether you're looking for a graduation gift or a new favorite work tee, this design is a must-have for anyone in the mechanical engineering field.",
    "short_summary": "A witty and sarcastic mechanical engineer design featuring gear graphics and the classic 'I'm not arguing' quote for professionals and students."
  },
  "bullet_points": [
    "Features the bold, sarcastic quote: 'I'm not arguing, I'm just explaining why I'm right'",
    "Detailed mechanical engineering gear graphics for an authentic technical look",
    "Available in premium colors including Black, Navy, Asphalt, and Dark Grey Heather",
    "High-quality, durable print designed to withstand the rigors of the job site or classroom",
    "The perfect gift for mechanical engineering graduation, birthdays, or professional milestones"
  ],
  "keywords": {
    "primary": [
      "mechanical engineer",
      "mechanical engineering",
      "engineer t",
      "funny mechanical",
      "engineer level"
    ],
    "etsy_tags": [
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      "mechanical engineering",
      "engineering gift",
      "engineer shirt",
      "funny engineer",
      "engineer level",
      "graduation gift",
      "engineering student",
      "mechanical gear",
      "sarcastic shirt",
      "engineer mom",
      "work humor",
      "engineering degree"
    ],
    "secondary": [
      "mechanical engineering degree",
      "mechanical engineering jobs",
      "engineering gift",
      "sarcastic engineer",
      "mechanical engineering salary",
      "graduation gift"
    ]
  },
  "item_specifics": {
    "style": "Funny|Professional|Casual",
    "theme": [
      "Mechanical Engineering",
      "Sarcasm",
      "Professional Humor"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Work",
      "Graduation",
      "Gift",
      "Everyday",
      "College"
    ]
  },
  "created_at": "2026-01-04T08:26:34.656149",
  "updated_at": "2026-01-04T08:26:34.656149"
}

Recommendations (first 5)

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        "visibility_score": 9
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        "opportunity_score": 75
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    "created_at": "2026-01-04T08:27:05.640047"
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    "recommendation_tier": "acceptable",
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        "priority": 5,
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      {
        "priority": 7,
        "color_hex": "#003da5",
        "reasoning": "A vibrant, high-visibility blue that makes the white text stand out significantly for a bold look.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a slightly softer, high-contrast aesthetic that is very popular in contemporary t-shirt fashion.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#6b1d3a",
        "reasoning": "A deep, saturated color that maintains high visibility for the white design while adding a unique pop of color.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A sophisticated dark shade that provides a great balance of unique color and high readability for the white text.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,September,February",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak interest periods for mechanical engineering, likely due to academic cycles and job market activity.",
        "best_months": [
          "August",
          "September",
          "February"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items, while Amazon and Redbubble offer broader reach and diverse audience exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T08:27:05.640047"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "avoid",
    "confidence_score": 0.038,
    "reasoning": "2/53 POD products are hoodies, indicating a small market presence.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white design, ensuring every detail of the text is perfectly legible.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1b1c23",
        "reasoning": "A classic, high-demand staple color that offers excellent contrast and a professional look for an engineering-themed shirt.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#313131",
        "reasoning": "A modern, dark neutral that provides high readability while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a4a4a",
        "reasoning": "The textured dark grey background makes the white text pop effectively while being a very popular apparel choice.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1a2e22",
        "reasoning": "The deep green tone provides a strong, high-contrast backdrop that complements the bold nature of the design.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4a0e0e",
        "reasoning": "A rich, dark color that offers superb visual appeal and ensures the white elements are sharp and clear.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#003da5",
        "reasoning": "A vibrant, high-visibility blue that makes the white text stand out significantly for a bold look.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a slightly softer, high-contrast aesthetic that is very popular in contemporary t-shirt fashion.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#6b1d3a",
        "reasoning": "A deep, saturated color that maintains high visibility for the white design while adding a unique pop of color.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A sophisticated dark shade that provides a great balance of unique color and high readability for the white text.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "August,September,February",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with peak interest periods for mechanical engineering, likely due to academic cycles and job market activity.",
        "best_months": [
          "August",
          "September",
          "February"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and personalized items, while Amazon and Redbubble offer broader reach and diverse audience exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-04T08:27:05.640047"
  }
]