🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (4)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (5 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 59,
  "product_titles": [
    "Amazon.com: find me in the Library book lover gift T-Shirt : Clothing, Shoes & Jewelry",
    "Dad Daughter Shirt / My Favorite Librarian Gave Me This Shirt / Dad Shirt / Dad Gift / Gift / Fathers Day - Etsy",
    "Ankeny Public Library: This is My Library Shirt \u2013 Raygun Custom",
    "Librarian Funny Book Shirt, Cute Librarian Tee, Library Professional Gift, Librarian Life Shirt, Book Lover, Librarian Humor, Librarian Gift - Etsy",
    "WorldS Best Librarian Ever Library Science Drawing by Noirty Designs - Pixels",
    "Premium Comfort - Find Me At The Library Librarian Bookworm Bibliophile T-Shirt - Walmart.com",
    "The Library Is Calling And I Must Go Funny Book Reader T-Shirt - Walmart.com",
    "In the Library is Where I Spend Most of My Days Bella Canvas T-shirt - Etsy",
    "THE GOLF COURSE IS CALLING AND I MUST GO Men's Value T-Shirt THE GOLF COURSE IS CALLING AND I MUS White T-Shirt | CafePress",
    "The library is calling and I must go \u2013 Teacher T-shirts Australia",
    "Librarian SVG Design: Every Child Needs a Librarian (digital Files Included - Etsy Israel",
    "Vintage Meet Me at the Library Shirt, Librarian Bibliophile Shirt, Retro Book Nerd Shirt, Hilarious Reading Quote Shirt, Introvert Shirt - Etsy",
    "Awesome Librarian T Shirt - Gifted Shirts",
    "Geeksoutfit Return to The Library T-shirt for Sale",
    "Librarian Shirt Funny School Librarian Gift Humor Virtual Learning and Teaching Library Tshirt Librarian Quote T Shirt Joke Librarian Outfit - Etsy Canada",
    "Toddler & Me Library Shirt: Where Books Bring Us Closer - Etsy",
    "I Like the Library - Short Sleeve Unisex T-shirt - Etsy Israel",
    "Librarian - I'm librarian to save time let just assume I'm never wrong - Librarian Funny Gift - T-Shirt | TeePublic",
    "Vintage Meet Me at the Library Shirt, Librarian Bibliophile Shirt, Retro Book Nerd Shirt, Hilarious Reading Quote Shirt, Introvert Shirt - Etsy Australia",
    "Librarian Assistant Gift Funny Trump T-shirt Professions Birthday Christmas Jobs Education - Etsy",
    "I'll Be At The Library \" Essential T-Shirt for Sale by brandonv111 | Redbubble",
    "Ain't No Party Like A Librarian Party Unisex Triblend Tee | LookHUMAN",
    "mens casual short sleeve t shirt geometric print breathable - Temu",
    "Library T Shirt for Bibliophile - A Perfect Gift for Bookworms and Librarians, Aesthetic Readers Loungewear, Literary Tees - Etsy",
    "Women's Take Me To The Library Scoop Neck T-Shirt - Boredwalk",
    "It's a DEWEY thing you wouldn't understand T-Shirt | Zazzle",
    "Librarian T-Shirt Library Worker Profession Books Lover Funny Christmas Gift Tee | eBay",
    "Library Where The Adventure Begins Funny Read Book Shirt & Hoodie - Teecentury.com",
    "Amazon.com: Womens If lost please return to Library T-shirt - Funny Book lover V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "I'd Rather Be at the Library Shirt, Book Lover Gift, Librarian Gift, Reading Shirt, Support Your Local Library, Bookworm Library Shirt - Etsy UK",
    "meet me at the library unisex tee \u2013 Piper and Ivy",
    "Buy I Like the Library - Short Sleeve Unisex T-shirt Online in India - Etsy",
    "Humorous Enter This Library Bookworm Librarian Enthusiast Novelty Books Collection Bookcase Bookstore Lover Unisex Garment-Dyed T-shirt - Walmart.com",
    "Wildflower Booktrovert Definition Book Lover Bookish Library T-Shirt - Thegiftio",
    "Generic Reading Lover I Love My Library T-Shirt \u00e0 prix pas cher | Jumia Maroc",
    "When in Doubt Go to the Library, Reading Shirt, Reading T-shirt Gift, Gift for Book Lover, Book Nerd T-shirt by the Right Value Shop - Etsy UK",
    "Funny Bookafter This Lets All Go To The Library Men V-Neck Tshirt | Mazezy",
    "I Hate Being A Sexy Librarian - T-Shirt | Gnarly Tees",
    "Having Fun Isn't Hard When You've Got A Library Card Svg Design - Karimoos",
    "Read Read Read Shirt, Book Lover, Librarian Shirt, Fivesies Designs - Etsy",
    "Comfort Colors Librarian Shirt, Back to School Tshirt, School Librarian Gift, Reading Shirt, Book Lover Gift, Librarian Tshirt, Womens Tee - Etsy",
    "Conshy Library Lover | Bonfire",
    "If Lost Please Return To The Nearest Bookstore Or Library Ladies Tee - Seseable",
    "When I Get a Little Money I Buy Books T-Shirt | LookHUMAN",
    "Keep calm and go to the library shirt\" Essential T-Shirt for Sale by jausel | Redbubble",
    "lesekorner herren l\u00e4ssige kurzarm rundhals t shirt herren - Temu Germany",
    "Workout At The Library Book Nerds Funny Librarian Gifts T-Shirt : Clothing, Shoes & Jewelry - Amazon.com",
    "Meet Me at the Library T-shirt: Book Lover Gift - Etsy",
    "Cedar Park Public Library Foundation Fundraiser Fall 2025 | Berryful Creations \u2013 Berryful Creations LLC",
    "Find Me at the Library Shirt Comfort Colors Funny Book Tshirt School Librarian Shirt Bookish Clothes Book Lover Shirt Reading Shirt Bookworm - Etsy"
  ],
  "created_at": "2026-01-05T11:27:28.502685"
}

Keyword Analysis

{
  "primary_keyword": "librarian",
  "primary_keyword_confidence": 0.423728813559322,
  "raw_keywords": [
    "Amazon.com: find me in the Library book lover gift T-Shirt : Clothing, Shoes & Jewelry",
    "Dad Daughter Shirt / My Favorite Librarian Gave Me This Shirt / Dad Shirt / Dad Gift / Gift / Fathers Day - Etsy",
    "Ankeny Public Library: This is My Library Shirt \u2013 Raygun Custom",
    "Librarian Funny Book Shirt, Cute Librarian Tee, Library Professional Gift, Librarian Life Shirt, Book Lover, Librarian Humor, Librarian Gift - Etsy",
    "WorldS Best Librarian Ever Library Science Drawing by Noirty Designs - Pixels",
    "Premium Comfort - Find Me At The Library Librarian Bookworm Bibliophile T-Shirt - Walmart.com",
    "The Library Is Calling And I Must Go Funny Book Reader T-Shirt - Walmart.com",
    "In the Library is Where I Spend Most of My Days Bella Canvas T-shirt - Etsy",
    "THE GOLF COURSE IS CALLING AND I MUST GO Men's Value T-Shirt THE GOLF COURSE IS CALLING AND I MUS White T-Shirt | CafePress",
    "The library is calling and I must go \u2013 Teacher T-shirts Australia",
    "Librarian SVG Design: Every Child Needs a Librarian (digital Files Included - Etsy Israel",
    "Vintage Meet Me at the Library Shirt, Librarian Bibliophile Shirt, Retro Book Nerd Shirt, Hilarious Reading Quote Shirt, Introvert Shirt - Etsy",
    "Awesome Librarian T Shirt - Gifted Shirts",
    "Geeksoutfit Return to The Library T-shirt for Sale",
    "Librarian Shirt Funny School Librarian Gift Humor Virtual Learning and Teaching Library Tshirt Librarian Quote T Shirt Joke Librarian Outfit - Etsy Canada",
    "Toddler & Me Library Shirt: Where Books Bring Us Closer - Etsy",
    "I Like the Library - Short Sleeve Unisex T-shirt - Etsy Israel",
    "Librarian - I'm librarian to save time let just assume I'm never wrong - Librarian Funny Gift - T-Shirt | TeePublic",
    "Vintage Meet Me at the Library Shirt, Librarian Bibliophile Shirt, Retro Book Nerd Shirt, Hilarious Reading Quote Shirt, Introvert Shirt - Etsy Australia",
    "Librarian Assistant Gift Funny Trump T-shirt Professions Birthday Christmas Jobs Education - Etsy",
    "I'll Be At The Library \" Essential T-Shirt for Sale by brandonv111 | Redbubble",
    "Ain't No Party Like A Librarian Party Unisex Triblend Tee | LookHUMAN",
    "mens casual short sleeve t shirt geometric print breathable - Temu",
    "Library T Shirt for Bibliophile - A Perfect Gift for Bookworms and Librarians, Aesthetic Readers Loungewear, Literary Tees - Etsy",
    "Women's Take Me To The Library Scoop Neck T-Shirt - Boredwalk",
    "It's a DEWEY thing you wouldn't understand T-Shirt | Zazzle",
    "Librarian T-Shirt Library Worker Profession Books Lover Funny Christmas Gift Tee | eBay",
    "Library Where The Adventure Begins Funny Read Book Shirt & Hoodie - Teecentury.com",
    "Amazon.com: Womens If lost please return to Library T-shirt - Funny Book lover V-Neck T-Shirt : Clothing, Shoes & Jewelry",
    "I'd Rather Be at the Library Shirt, Book Lover Gift, Librarian Gift, Reading Shirt, Support Your Local Library, Bookworm Library Shirt - Etsy UK",
    "meet me at the library unisex tee \u2013 Piper and Ivy",
    "Buy I Like the Library - Short Sleeve Unisex T-shirt Online in India - Etsy",
    "Humorous Enter This Library Bookworm Librarian Enthusiast Novelty Books Collection Bookcase Bookstore Lover Unisex Garment-Dyed T-shirt - Walmart.com",
    "Wildflower Booktrovert Definition Book Lover Bookish Library T-Shirt - Thegiftio",
    "Generic Reading Lover I Love My Library T-Shirt \u00e0 prix pas cher | Jumia Maroc",
    "When in Doubt Go to the Library, Reading Shirt, Reading T-shirt Gift, Gift for Book Lover, Book Nerd T-shirt by the Right Value Shop - Etsy UK",
    "Funny Bookafter This Lets All Go To The Library Men V-Neck Tshirt | Mazezy",
    "I Hate Being A Sexy Librarian - T-Shirt | Gnarly Tees",
    "Having Fun Isn't Hard When You've Got A Library Card Svg Design - Karimoos",
    "Read Read Read Shirt, Book Lover, Librarian Shirt, Fivesies Designs - Etsy",
    "Comfort Colors Librarian Shirt, Back to School Tshirt, School Librarian Gift, Reading Shirt, Book Lover Gift, Librarian Tshirt, Womens Tee - Etsy",
    "Conshy Library Lover | Bonfire",
    "If Lost Please Return To The Nearest Bookstore Or Library Ladies Tee - Seseable",
    "When I Get a Little Money I Buy Books T-Shirt | LookHUMAN",
    "Keep calm and go to the library shirt\" Essential T-Shirt for Sale by jausel | Redbubble",
    "lesekorner herren l\u00e4ssige kurzarm rundhals t shirt herren - Temu Germany",
    "Workout At The Library Book Nerds Funny Librarian Gifts T-Shirt : Clothing, Shoes & Jewelry - Amazon.com",
    "Meet Me at the Library T-shirt: Book Lover Gift - Etsy",
    "Cedar Park Public Library Foundation Fundraiser Fall 2025 | Berryful Creations \u2013 Berryful Creations LLC",
    "Find Me at the Library Shirt Comfort Colors Funny Book Tshirt School Librarian Shirt Bookish Clothes Book Lover Shirt Reading Shirt Bookworm - Etsy"
  ],
  "filtered_keywords": [
    "book lover",
    "library book",
    "funny book",
    "public library"
  ],
  "created_at": "2026-01-05T11:29:13.409264"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "librarian jobs",
    "librarian salary",
    "librarian from monsters inc",
    "librarian jobs tulsa",
    "librarian villager",
    "librarian jobs near me",
    "librarian movie",
    "librarians next chapter",
    "librarian minecraft",
    "librarians documentary",
    "librarian degree",
    "librarian villager trades",
    "librarian costume",
    "librarians cast",
    "librarian glasses"
  ],
  "created_at": "2026-01-05T11:29:31.805808"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 67.68,
    "peak_interest": 100.0,
    "current_interest": 63.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      "5",
      "4",
      "8"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-05T11:29:32.668138",
    "related_queries": [
      {
        "type": "top",
        "query": "the librarian",
        "value": 100
      },
      {
        "type": "top",
        "query": "library",
        "value": 45
      },
      {
        "type": "top",
        "query": "librarian jobs",
        "value": 31
      },
      {
        "type": "top",
        "query": "school librarian",
        "value": 29
      },
      {
        "type": "top",
        "query": "villager librarian",
        "value": 18
      },
      {
        "type": "top",
        "query": "librarian minecraft",
        "value": 16
      },
      {
        "type": "top",
        "query": "what is a librarian",
        "value": 15
      },
      {
        "type": "top",
        "query": "that librarian",
        "value": 15
      },
      {
        "type": "top",
        "query": "librarian salary",
        "value": 15
      },
      {
        "type": "top",
        "query": "librarian job",
        "value": 14
      },
      {
        "type": "rising",
        "query": "librarian of congress fired",
        "value": 42200
      },
      {
        "type": "rising",
        "query": "spicy librarian denver",
        "value": 31700
      },
      {
        "type": "rising",
        "query": "library of congress librarian fired",
        "value": 15200
      },
      {
        "type": "rising",
        "query": "the spicy librarian denver",
        "value": 8450
      },
      {
        "type": "rising",
        "query": "todd blanche",
        "value": 5950
      },
      {
        "type": "rising",
        "query": "wan shi tong librarian",
        "value": 5200
      },
      {
        "type": "rising",
        "query": "the spicy librarian",
        "value": 1650
      },
      {
        "type": "rising",
        "query": "wan shi tong librarian mtg",
        "value": 1400
      },
      {
        "type": "rising",
        "query": "librarian day 2025",
        "value": 600
      },
      {
        "type": "rising",
        "query": "the librarian documentary",
        "value": 450
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/01l5t6",
        "topic_type": "Career",
        "topic_title": "Librarian"
      },
      {
        "type": "top",
        "value": 12,
        "topic_id": "/m/04h8h",
        "topic_type": "Topic",
        "topic_title": "Library"
      },
      {
        "type": "top",
        "value": 12,
        "topic_id": "/m/04115t2",
        "topic_type": "Topic",
        "topic_title": "Job"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/02w88k",
        "topic_type": "Topic",
        "topic_title": "Salary"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/09v6kpg",
        "topic_type": "Computer game",
        "topic_title": "Minecraft"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/05_3bs",
        "topic_type": "Job title",
        "topic_title": "Teacher-librarian"
      },
      {
        "type": "top",
        "value": 4,
        "topic_id": "/m/047pbbd",
        "topic_type": "Franchise",
        "topic_title": "The Librarian"
      },
      {
        "type": "top",
        "value": 4,
        "topic_id": "/g/11bc67w0z9",
        "topic_type": "Film series",
        "topic_title": "The Librarian"
      },
      {
        "type": "top",
        "value": 3,
        "topic_id": "/m/01d30f",
        "topic_type": "Profession",
        "topic_title": "Teacher"
      },
      {
        "type": "top",
        "value": 2,
        "topic_id": "/m/07br0",
        "topic_type": "Topic",
        "topic_title": "Trade"
      },
      {
        "type": "rising",
        "value": 61650,
        "topic_id": "/g/11wtk3xnkq",
        "topic_type": "Bookstore in Denver, Colorado",
        "topic_title": "Spicy Librarian"
      },
      {
        "type": "rising",
        "value": 36700,
        "topic_id": "/g/11x07zrzlm",
        "topic_type": "Fictional objects",
        "topic_title": "Bedrock"
      },
      {
        "type": "rising",
        "value": 30000,
        "topic_id": "/g/11x2ph3npc",
        "topic_type": "Fictional objects",
        "topic_title": "Lectern"
      },
      {
        "type": "rising",
        "value": 22900,
        "topic_id": "/g/11hy9kty0d",
        "topic_type": "Degree",
        "topic_title": "Academic degree"
      },
      {
        "type": "rising",
        "value": 2550,
        "topic_id": "/g/11w3h0df0r",
        "topic_type": "Novel by Allen Eskens",
        "topic_title": "The Quiet Librarian: A Novel"
      },
      {
        "type": "rising",
        "value": 700,
        "topic_id": "/m/03x_d8g",
        "topic_type": "Employment",
        "topic_title": "Dismissal"
      },
      {
        "type": "rising",
        "value": 450,
        "topic_id": "/m/02dssn",
        "topic_type": "Topic",
        "topic_title": "Librarian of Congress"
      },
      {
        "type": "rising",
        "value": 450,
        "topic_id": "/g/11kpm7m1_z",
        "topic_type": "Television series",
        "topic_title": "The Librarians: The Next Chapter"
      },
      {
        "type": "rising",
        "value": 400,
        "topic_id": "/g/11bc5g8sm8",
        "topic_type": "Company",
        "topic_title": "Library Of Congress"
      },
      {
        "type": "rising",
        "value": 130,
        "topic_id": "/m/047pbbd",
        "topic_type": "Franchise",
        "topic_title": "The Librarian"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 60.41,
    "peak_interest": 100.0,
    "current_interest": 65.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-05T11:29:32.769653",
    "evergreen_status": "trending_up",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioJbGlicmFyaWFuMhMIBhIHT24gc2FsZRgCIgRKAhgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=librarian+sale&shoprs=CAESBEoCGAEYBioJbGlicmFyaWFuMhMIBhIHT24gc2FsZRgCIgRKAhgBYAI"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoJbGlicmFyaWFuMgwIAxIGTmVhcmJ5GAJgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=librarian+nearby&shoprs=CAEYAyoJbGlicmFyaWFuMgwIAxIGTmVhcmJ5GAJgAg"
          },
          {
            "text": "Get it today",
            "shoprs": "CAESDZoBCgoIEAA4AUABSAEYFCoJbGlicmFyaWFuMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFAAUgBKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=librarian&shoprs=CAESDZoBCgoIEAA4AUABSAEYFCoJbGlicmFyaWFuMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFAAUgBKgQQARgBYAI"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioJbGlicmFyaWFuMgcIChIDTmV3YAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+librarian&shoprs=CAEYCioJbGlicmFyaWFuMgcIChIDTmV3YAI"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Books",
            "shoprs": "CAEYCSoJbGlicmFyaWFuMgkICRIFQm9va3NgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=books+librarian&shoprs=CAEYCSoJbGlicmFyaWFuMgkICRIFQm9va3NgAg"
          },
          {
            "text": "Video Games",
            "shoprs": "CAEYCSoJbGlicmFyaWFuMg8ICRILVmlkZW8gR2FtZXNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=video+games+librarian&shoprs=CAEYCSoJbGlicmFyaWFuMg8ICRILVmlkZW8gR2FtZXNgAg"
          },
          {
            "text": "Costumes",
            "shoprs": "CAEYCSoJbGlicmFyaWFuMgwICRIIQ29zdHVtZXNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=costumes+librarian&shoprs=CAEYCSoJbGlicmFyaWFuMgwICRIIQ29zdHVtZXNgAg"
          },
          {
            "text": "Posters",
            "shoprs": "CAEYCSoJbGlicmFyaWFuMgsICRIHUG9zdGVyc2AC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=posters+librarian&shoprs=CAEYCSoJbGlicmFyaWFuMgsICRIHUG9zdGVyc2AC"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Genre",
        "options": [
          {
            "text": "Kids' Books",
            "shoprs": "CAEYASoJbGlicmFyaWFuMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJgAg",
            "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+books+librarian&shoprs=CAEYASoJbGlicmFyaWFuMhsIARILS2lkcycgQm9va3M6CgjOqToQ9cA6MAJgAg"
          },
          {
            "text": "History",
            "shoprs": "CAEYASoJbGlicmFyaWFuMhcIARIHSGlzdG9yeToKCM6pOhDjqTowAmAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=history+librarian&shoprs=CAEYASoJbGlicmFyaWFuMhcIARIHSGlzdG9yeToKCM6pOhDjqTowAmAC"
          },
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Demographics & Temporal

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  "age_confidence": 0.95,
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  "primary_gender": "women",
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  "target_personas": [
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    "Fans of the movie Mean Girls",
    "Gift buyers for Mother's Day",
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  "temporal_value": null,
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  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "I'm Not a Regular Librarian I'm a Cool Librarian Funny Book Lover Gift Tee",
    "primary": "I'm Not a Regular Librarian I'm a Cool Librarian Funny Book Lover T-Shirt",
    "etsy_140": "I'm Not a Regular Librarian I'm a Cool Librarian Shirt, Funny Librarian Gift, Book Lover Tee, Library Science, Public Library, Cool Mom Gift",
    "amazon_200": "I'm Not a Regular Librarian I'm a Cool Librarian T-Shirt - Funny Book Lover Gift for Women, Public Library Professional, School Librarian Movie Quote Pop Culture Tee",
    "shopify_70": "I'm Not a Regular Librarian I'm a Cool Librarian Tee"
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    "seo_optimized": "Show off your personality with this 'I'm Not a Regular Librarian, I'm a Cool Librarian' tee, perfect for book lovers and library professionals who appreciate a classic pop culture reference. Whether you're working at the public library or reading your favorite novel, this funny librarian shirt is the ultimate gift for the cool librarian in your life. Made for comfort and style, it's a must-have for any fan of the movie Mean Girls who also happens to love a good library book.",
    "short_summary": "A funny pop-culture inspired tee for the librarian who isn't just regular, she's cool."
  },
  "bullet_points": [
    "Features a funny 'I'm Not a Regular Librarian, I'm a Cool Librarian' pop culture quote",
    "Perfect gift for book lovers, school librarians, and public library staff",
    "Available in multiple colors including Black, Navy Blue, and Dark Grey Heather",
    "Made with high-quality, soft fabric for all-day comfort in the library or classroom",
    "Great for casual wear, library events, or as a thoughtful graduation gift for library science students"
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    "primary": [
      "librarian",
      "book lover",
      "library book",
      "funny book",
      "public library"
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      "funny librarian",
      "library gift",
      "cool librarian",
      "public library",
      "librarian shirt",
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      "librarian movie",
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      "teacher gift",
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      "cool librarian",
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      "school librarian",
      "library science",
      "mean girls quote"
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  },
  "item_specifics": {
    "style": "Funny|Casual|Pop Culture",
    "theme": [
      "Librarian",
      "Books",
      "Movies"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Work",
      "School",
      "Gift",
      "Everyday"
    ]
  },
  "created_at": "2026-01-05T11:31:05.615311",
  "updated_at": "2026-01-05T11:31:05.615311"
}

Recommendations (first 5)

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    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.32,
    "reasoning": "8/26 POD products are t-shirts, making it the most common product type. Suitable for a wide audience interested in librarian themes.",
    "suggested_price_min": 22.5,
    "suggested_price_max": 27.500000000000004,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Maximum contrast for the white design; the most essential and popular t-shirt color.",
        "color_name": "Black",
        "visibility_score": 10
      },
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        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast and a classic, professional choice that appeals to a wide audience.",
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        "visibility_score": 10
      },
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        "color_name": "Asphalt",
        "visibility_score": 10
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        "reasoning": "The dark green provides a sophisticated look and excellent visibility for the white elements.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#1d4ed8",
        "reasoning": "A vibrant, bold blue that makes the white design stand out and catch the eye.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#831843",
        "reasoning": "Offers a bright, high-contrast color option for those looking for something more colorful than neutrals.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#18181b",
        "reasoning": "A trendy, slightly softer alternative to solid black that still provides perfect readability.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#134e4a",
        "reasoning": "A stylish and popular color choice that offers strong contrast and a unique aesthetic.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "April,May,August",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 1,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Stable trend direction with peak interest in April, May, and August.",
        "best_months": [
          "April",
          "May",
          "August"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and custom designs, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-05T11:31:35.047212"
  },
  {
    "product_type": "tote bag",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.16,
    "reasoning": "4/26 POD products are tote bags, indicating a decent level of interest. Practical for book lovers and librarians.",
    "suggested_price_min": 18.0,
    "suggested_price_max": 22.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Maximum contrast for the white design; the most essential and popular t-shirt color.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast and a classic, professional choice that appeals to a wide audience.",
        "color_name": "Navy Blue",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4b5563",
        "reasoning": "A very popular retail color that provides high contrast with a modern, textured look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#374151",
        "reasoning": "A strong dark neutral that offers a sleek, high-contrast background for the white text.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#450a0a",
        "reasoning": "Deep, rich color that fits the academic and library theme perfectly while maintaining great legibility.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#064e3b",
        "reasoning": "The dark green provides a sophisticated look and excellent visibility for the white elements.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#1d4ed8",
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        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#831843",
        "reasoning": "Offers a bright, high-contrast color option for those looking for something more colorful than neutrals.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#18181b",
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        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#134e4a",
        "reasoning": "A stylish and popular color choice that offers strong contrast and a unique aesthetic.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "April,May,August",
    "autocomplete_boosted": false,
    "supporting_data": {
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        "best_months": [
          "April",
          "May",
          "August"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
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        "opportunity_score": 65
      },
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          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-05T11:31:35.047212"
  },
  {
    "product_type": "tumbler",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "3/26 POD products are tumblers, suggesting moderate interest. Useful for librarians who enjoy beverages while working.",
    "suggested_price_min": 16.2,
    "suggested_price_max": 19.8,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Maximum contrast for the white design; the most essential and popular t-shirt color.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast and a classic, professional choice that appeals to a wide audience.",
        "color_name": "Navy Blue",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4b5563",
        "reasoning": "A very popular retail color that provides high contrast with a modern, textured look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#374151",
        "reasoning": "A strong dark neutral that offers a sleek, high-contrast background for the white text.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#450a0a",
        "reasoning": "Deep, rich color that fits the academic and library theme perfectly while maintaining great legibility.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#064e3b",
        "reasoning": "The dark green provides a sophisticated look and excellent visibility for the white elements.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#1d4ed8",
        "reasoning": "A vibrant, bold blue that makes the white design stand out and catch the eye.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#831843",
        "reasoning": "Offers a bright, high-contrast color option for those looking for something more colorful than neutrals.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#18181b",
        "reasoning": "A trendy, slightly softer alternative to solid black that still provides perfect readability.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#134e4a",
        "reasoning": "A stylish and popular color choice that offers strong contrast and a unique aesthetic.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "April,May,August",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
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        "best_months": [
          "April",
          "May",
          "August"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and custom designs, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-05T11:31:35.047212"
  },
  {
    "product_type": "mug",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.12,
    "reasoning": "3/26 POD products are mugs, appealing to librarians who enjoy coffee or tea.",
    "suggested_price_min": 13.5,
    "suggested_price_max": 16.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Maximum contrast for the white design; the most essential and popular t-shirt color.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast and a classic, professional choice that appeals to a wide audience.",
        "color_name": "Navy Blue",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4b5563",
        "reasoning": "A very popular retail color that provides high contrast with a modern, textured look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#374151",
        "reasoning": "A strong dark neutral that offers a sleek, high-contrast background for the white text.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#450a0a",
        "reasoning": "Deep, rich color that fits the academic and library theme perfectly while maintaining great legibility.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#064e3b",
        "reasoning": "The dark green provides a sophisticated look and excellent visibility for the white elements.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#1d4ed8",
        "reasoning": "A vibrant, bold blue that makes the white design stand out and catch the eye.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#831843",
        "reasoning": "Offers a bright, high-contrast color option for those looking for something more colorful than neutrals.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#18181b",
        "reasoning": "A trendy, slightly softer alternative to solid black that still provides perfect readability.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#134e4a",
        "reasoning": "A stylish and popular color choice that offers strong contrast and a unique aesthetic.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "April,May,August",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
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        "seasonal": false,
        "reasoning": "Stable trend direction with peak interest in April, May, and August.",
        "best_months": [
          "April",
          "May",
          "August"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
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        "opportunity_score": 65
      },
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        "reasoning": "Etsy is ideal for niche and custom designs, while Amazon and Redbubble offer broader reach.",
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        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-05T11:31:35.047212"
  },
  {
    "product_type": "sweatshirt",
    "recommendation_tier": "consider",
    "confidence_score": 0.08,
    "reasoning": "2/26 POD products are sweatshirts, suitable for cooler weather and casual wear for librarians.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Maximum contrast for the white design; the most essential and popular t-shirt color.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast and a classic, professional choice that appeals to a wide audience.",
        "color_name": "Navy Blue",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#4b5563",
        "reasoning": "A very popular retail color that provides high contrast with a modern, textured look.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#374151",
        "reasoning": "A strong dark neutral that offers a sleek, high-contrast background for the white text.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#450a0a",
        "reasoning": "Deep, rich color that fits the academic and library theme perfectly while maintaining great legibility.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#064e3b",
        "reasoning": "The dark green provides a sophisticated look and excellent visibility for the white elements.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#1d4ed8",
        "reasoning": "A vibrant, bold blue that makes the white design stand out and catch the eye.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#831843",
        "reasoning": "Offers a bright, high-contrast color option for those looking for something more colorful than neutrals.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#18181b",
        "reasoning": "A trendy, slightly softer alternative to solid black that still provides perfect readability.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#134e4a",
        "reasoning": "A stylish and popular color choice that offers strong contrast and a unique aesthetic.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "April,May,August",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Stable trend direction with peak interest in April, May, and August.",
        "best_months": [
          "April",
          "May",
          "August"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 65
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and custom designs, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-05T11:31:35.047212"
  }
]