Design Report

Jump to: Overview Images Demographics Listing Content SERP Keyword Market Temporal Products Raw Data

📊 Pipeline Overview

🌐 Evergreen Status

📈 TRENDING UP

Growing interest

🎯 Primary Keyword

med student

33% confidence

💰 Total Pipeline Cost

$0.0422

Most recent pipeline run

🏭 Unique Products

6 total recommendations

📦 Market Data

12 competitors

From Google Lens SERP

📈 Market Viability

Score: N/A

Competition: N/A

⏱️ Export Date

20260111_235344

Design ID: 83ce0fed...

👥 Target Audience

ADULT / Unisex

3 target personas

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

⚠️

Risk Level: LOW

📝 Text Extraction

Extracted Text:

NO SLEEP NO MONEY NO LIFE MED STUDENT

Method: Llm Vision | Database: 19,600 USPTO trademarks

⚡ Top Match

"LIVE FOR SLEEP"

Serial Number: 98138222

Similarity: 57.6%

Found 10 total matches in USPTO database

🔍 Phase 2: SERP Analysis

Generated Title

Similar Products (12)

#	Title
1	Amazon.com: Med Student Funny Future Doctor To Be Medical Degree T-Shirt : Clothing, Shoes & Jewelry
2	Nuvello Med School T Shirt:Trust Me Im Almost A Doctor TShirt Full Size S-5XL - Walmart.com
3	Funny Med Student Shirt, No Sleep No Money No Life Tee, Medical School Student Gift, Future Doctor T-shirt, Pre Med Graphic Tee - Etsy Israel
4	No Sleep No Money No Life Med Student Gift, Medical School Gift, Medical Stu T-s \| eBay
5	No Sleep Medicine Student Gift Medical Students" Essential T-Shirt for Sale by Spanky3328 \| Redbubble
6	Funny No Money No Life Med Student Doctor T-Shirt : Amazon.co.uk: Fashion
7	Divertido Sin Dinero Sinida Med Estudiante Doctor Camiseta unisex - Regaloses
8	GuatemalaDigital.com: Funny Med School T Shirt:Trust Me Im Almost A Doctor TShirt T-Shirt(Color: Slate Grey, Tamaño: Small) : Ropa - Blusas
9	Mantieni La Calma Host Exchange Student Travel T-shirt da uomo con stampa posteriore - Novitaregali
10	Drôle Pas D'argent Pas Deie Med Étudiant Docteur T-Shirt \| Cadeauxyz
11	Teegarb bokstav filt humoristisk sjukvårdare student t-shirt sjukvårdare t-shirt rolig, Mörkgrå ljung, S : Teegarb Letter Blanket: Amazon.se: Fashion
12	Teegarb Letter Blanket Humorous Paramedic Student T-Shirt Paramedics Tee Shirt Hilarious, Black, Small : Teegarb Letter Blanket: Amazon.com.au: Clothing, Shoes & Accessories

👥 Demographics Analysis (Phase 5 Enhanced)

🎂 Age Category

ADULT

Confidence: 95%

The content is specifically about medical students, who are typically adults.

⚧ Primary Gender

UNISEX

Confidence: 90%

The design appeals to all medical students regardless of gender.

🎯 Target Personas (3)

Persona #1

Medical students

Persona #2

Healthcare professionals

Persona #3

Gift buyers for med students

🚫 Product Restrictions

Adult Products

✅ ALLOWED

T-shirts, mugs, tote bags, etc.

Children Products

❌ BLOCKED

Kids t-shirts, onesies, bibs, etc.

Drinkware

✅ ALLOWED

Coffee mugs, travel mugs, water bottles

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

🎄 Seasonal

evergreen

🎨 Content Type

educationhealthcare

✨ Style

text-heavyminimalist

😊 Emotional Tone

funnysarcastic

⚧ Gender

unisex

✅ Content Flags

No profanity or political content detected

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

eBay ✅

45/80

No Sleep No Money No Life Med Student T-Shirt

Amazon ✅

89/200

Funny Med Student T-Shirt - No Sleep No Money No Life - Perfect Gift for Medical Students

Etsy ✅

66/140

Med Student Tee - No Sleep No Money No Life - Medical School Humor

Shopify ✅

24/70

Med Student No Sleep Tee

Primary

52 chars

Funny Med Student T-Shirt: No Sleep No Money No Life

📄 Descriptions

🔍 SEO-Optimized Description

Celebrate the med student life with this humorous 'No Sleep No Money No Life' t-shirt. Perfect for medical students and healthcare professionals, this tee captures the essence of the med school journey. Ideal as a gift or personal wear, it’s a must-have for those in the medical field.

⚡ Short Summary

Humorous med student t-shirt highlighting the challenges of medical school.

✨ Feature Bullet Points (5)

Humorous design perfect for med students
Captures the essence of medical school life
Available in multiple colors
Made with high-quality, durable fabric
Great gift for med students and healthcare professionals

🔑 Keywords & Tags

🎯 Primary Keywords (5)

med studentmed student giftsfuture doctormed schoolalmost doctor

🎯 Secondary Keywords (6)

med student vs internmed student vs residentmed student rotationsmedical school giftmed student memesmedical student syndrome

🏷️ Etsy Tags (13)

med studentmed student giftsfuture doctormed schoolalmost doctormedical schoolfunny med studentmed student humormedical student gifthealthcare professionaldoctor to bemed school lifemedical student life

📦 Item Specifics

🎨 Style

Casual|Funny

🎉 Occasion

Everyday, Casual, Gift, School

🎭 Theme

Medical School Humor

🌤️ Season

All Season

🎯 Phase 3: Keyword Analysis

Primary: med student

Confidence: 33.3%

Alternatives

future doctormed schoolalmost doctormedical school

📈 Phase 4: Market Intelligence

🔤 Autocomplete

Keyword Exists: ✅ Yes

med student giftsmed student vs internmed student vs residentmed students in the pittmed student gift ideasmed student patagoniamed student rotationsmed student cvmed student memesmedical student syndromemed students for choicemed student scholarshipsmed student meaningmed student summer research programmed student reddit

📊 Trends: 12 Months

Avg Interest: 76.7/100 | Peak: 100.0/100 | Trend: STABLE
Seasonal: No | Peak Months: Jul, Aug, Dec

🔥 Top Related Queries:

med school (100)pre med (31)pre med student (31)med student reddit (27)student health (18)

📈 Rising Queries:

📈 big beautiful bill (58650)📈 jessica pereira med student (11000)📈 anton aleshin (6050)

💡 Related Topics:

Student (100)School (34)Medical school (28)Medicine (20)Pre-medical (11)

📊 Trends: 5 Years

📈 TRENDING UP - Growing interest

📋 How We Determined This Status (Click to expand)

Decision Logic:

Data Check: We analyze 5 years of Google Trends data (needs 12+ data points)
Time Comparison: We split the 5 years and compare:
- First year average interest
- Most recent year average interest
- Overall 5-year average
Status Rules:
- 🆕 NEW: First year avg < 5 (barely existed 5 years ago)
- 📈 TRENDING UP: Recent avg > 1.3x first year (30%+ growth)
- 📉 FADING: Recent avg < 0.5x first year (50%+ decline)
- 🌲 EVERGREEN: Overall avg > 30 AND stable over time
- 📊 STABLE: Consistent interest, moderate levels (10-30 avg)

💡 Interpretation: Google Trends scores are 0-100, where 100 = peak popularity. An average >30 over 5 years means this keyword consistently maintains strong search interest.

Avg Interest: 54.0/100 | Peak: 100.0/100 | Trend: N/A
Seasonal: No | Peak Months: No peaks

🛍️ Google Shopping: Direct 40 products

Product	Price	Source
Medical Student Subscription	$29.00	MedStudy
Diary of a Med Student	$7.44	AbeBooks.com
Medical Student Core	$699.00	MedStudy
Men's Med Student Tee	$24.99	Kohl's
Medical School Acceptance Shirt	$28.79	Etsy - CraftedbySerenity
Medical Student Core Books—by Topic Women's & Men's Health	$75.00	MedStudy
In My Med School Era Shirt	$21.24	Etsy - WearablewhimsyStore
Men's Medical Student T-Shirt	$21.85	Zazzle
Med School Uncensored: The Insider's Guide to Surviving Admissions, Exams, Residency, and Sleepless Nights in the Call Room	$24.00	Barnes & Noble
Medical Student Gift, Ceramic Coffee Mug Gift for Med School, Funny Medicine Student Coffee Cup with Coaster, Medical School Acceptance Gift	$17.99	Etsy - DandyNomads
The Medical Student	$26.32	Walmart - Best Prices & Service
Med Student Sweatshirt	$20.99	Etsy
The Mindful Medical Student: A Psychiatrist's Guide to Staying who You are While Becoming who You Want to be	$5.81	AbeBooks.com
Medical Student. Sweatshirt	$45.00	The 15 White Coats
Med Student Notes Bundle with Flashcards- High-Yield Medical Student Notes \| 21 Subjects, 4000+ Pages, Nursing School Notes- Nursing Bundle	$26.40	Etsy

🛍️ Google Shopping: Gift 40 products

Product	Price	Source
EXPECTATIONS VS REALITY medical student funny gift, medical student gift, medical student mug, med student mug, med student gift	$21.27	Etsy - justMUGit
Med School Gift Smells Like You Got Into Med School Candle	$20.34	James Wax
Medical Student Daily Affirmations Mug, Medical Student Mugs, Medical Student Gift, Gift For Medical Student, Medical School	$17.52	Etsy
Dayspring Pens Medical Themed Doctor Gift Pen and Case	$26.49	Dayspring Pens
MEDICAL CROSSWORDS: So You Think You Can be a Doctor?.	$12.99	Barnes & Noble
Custom Stethoscope Necklace	$37.59	Etsy - CraftedbySerenity
Personalized Doctor Portfolio	$44.99	Alterd Industries
Funny Medical Student Definition Print Wall Art Poster, Medical Student Gift for Medical StudentQuote Typography Printable DIGITAL DOWNLOAD	$4.99	Etsy - CustomPortraitsHUB
3M Littmann Classic III Stethoscope	$98.99	MediSave.net
Med School Gift Card Book, Med School Survival Kit, Acceptance Gift, Med Student Gift, Gift Card Holder, Medical School Care Package	$14.97	Etsy - SeedTheWorldDesign
Medical Student Gifts Throw Blanket	$24.49	Walmart - MUCHENGGIFT Company LLC
Medical Residency Match Candle	$59.94	James Wax
Medical Student Definition Print: Med School Gift (Digital Download)	$3.47	Etsy - JennyferPrintables
Medical School Med Student Medical Student Funny Coffee Mug	$15.18	Zazzle
Med student christmas ornament, med student gift, med school christmas gift, funny med student, gift for college student	$18.99	Etsy

⏰ Phase 5A: Temporal Classification

Classification: EVERGREEN

Confidence: 80%

📝 Visual Reasoning:

LIFECYCLE: The design contains the text 'NO SLEEP NO MONEY NO LIFE MED STUDENT' with a red cross symbol. This references the common experiences of medical students, emphasizing the demanding nature of their studies. The theme is specific to medical students but is not tied to any specific year or event, making it evergreen. SEASONALITY: The design's content is relevant to medical students throughout the year. There are no specific seasonal or holiday elements, suggesting consistent interest rather than seasonal peaks.

♾️ Timeless Design: No expiration - Always relevant

🎯 Phase 5: Product Recommendations (6 unique products)

#1 T-SHIRT

Tier: Highly Recommended

$22.49 - $27.49

54% confidence

21/39 POD products are t-shirts, representing over 50% of the market share for this niche. It is the standard apparel choice for medical students during casual study or rotations.

#2 MUG🔍 +10% AUTOCOMPLETE

Tier: Acceptable

$17.05 - $20.85

13% confidence

5/39 POD products are mugs. This product type is strongly validated by 'med student gift ideas' in autocomplete search patterns, as coffee is a staple for student life.

#3 SWEATSHIRT

Tier: Acceptable

$31.49 - $38.49

13% confidence

5/39 POD products are sweatshirts. This is a high-demand item for students in cold hospital environments and aligns with the 'med student patagonia' search trend for layered apparel.

#4 HOODIE

Tier: Consider

$35.99 - $43.99

5% confidence

2/39 POD products are hoodies. Hoodies are essential for the peak December demand period and the 'no sleep' student lifestyle mentioned in visual samples.

#5 CANDLE🔍 +10% AUTOCOMPLETE

Tier: Consider

$20.25 - $24.75

5% confidence

2/39 POD products are candles. This is an emerging 'gift idea' (validated by autocomplete) for medical students focusing on self-care and stress relief.

#6 SOCKS

Tier: Consider

$13.49 - $16.49

5% confidence

2/39 POD products are socks. Socks are a popular low-cost gift item for medical professionals and students who spend long hours on their feet.

🎨 Recommended Colors (Top 10)

#1 Black 10/10

Excellent contrast with white text and red cross, making the design very readable and striking.

#2 Dark Grey Heather 10/10

Provides strong contrast with the design elements, maintaining readability and appeal.

#3 Asphalt 10/10

Dark background enhances the white text and red cross, ensuring clarity.

#4 Navy 9/10

Dark blue provides good contrast, making the design elements stand out well.

#5 Berry 9/10

Dark red background complements the white text and red cross effectively.

#6 Maroon 9/10

Deep maroon offers a solid contrast, enhancing the design's readability.

#7 Deep Teal 9/10

Dark teal provides a unique yet effective contrast for the design elements.

#8 True Royal 9/10

Bright blue background allows the white text and red cross to pop.

#9 Vintage Black 9/10

Slightly lighter than black but still offers excellent contrast.

#10 Heather Team Purple 8/10

Purple background provides a good contrast, maintaining readability.

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 12,
  "product_titles": [
    "Amazon.com: Med Student Funny Future Doctor To Be Medical Degree T-Shirt : Clothing, Shoes & Jewelry",
    "Nuvello Med School T Shirt:Trust Me Im Almost A Doctor TShirt Full Size S-5XL - Walmart.com",
    "Funny Med Student Shirt, No Sleep No Money No Life Tee, Medical School Student Gift, Future Doctor T-shirt, Pre Med Graphic Tee - Etsy Israel",
    "No Sleep No Money No Life Med Student Gift, Medical School Gift, Medical Stu T-s | eBay",
    "No Sleep Medicine Student Gift Medical Students\" Essential T-Shirt for Sale by Spanky3328 | Redbubble",
    "Funny No Money No Life Med Student Doctor T-Shirt : Amazon.co.uk: Fashion",
    "Divertido Sin Dinero Sinida Med Estudiante Doctor Camiseta unisex - Regaloses",
    "GuatemalaDigital.com: Funny Med School T Shirt:Trust Me Im Almost A Doctor TShirt T-Shirt(Color: Slate Grey, Tama\u00f1o: Small) : Ropa - Blusas",
    "Mantieni La Calma Host Exchange Student Travel T-shirt da uomo con stampa posteriore - Novitaregali",
    "Dr\u00f4le Pas D'argent Pas Deie Med \u00c9tudiant Docteur T-Shirt | Cadeauxyz",
    "Teegarb bokstav filt humoristisk sjukv\u00e5rdare student t-shirt sjukv\u00e5rdare t-shirt rolig, M\u00f6rkgr\u00e5 ljung, S : Teegarb Letter Blanket: Amazon.se: Fashion",
    "Teegarb Letter Blanket Humorous Paramedic Student T-Shirt Paramedics Tee Shirt Hilarious, Black, Small : Teegarb Letter Blanket: Amazon.com.au: Clothing, Shoes & Accessories"
  ],
  "created_at": "2026-01-12T05:51:30.303581"
}

Keyword Analysis

{
  "primary_keyword": "med student",
  "primary_keyword_confidence": 0.3333333333333333,
  "raw_keywords": [
    "Amazon.com: Med Student Funny Future Doctor To Be Medical Degree T-Shirt : Clothing, Shoes & Jewelry",
    "Nuvello Med School T Shirt:Trust Me Im Almost A Doctor TShirt Full Size S-5XL - Walmart.com",
    "Funny Med Student Shirt, No Sleep No Money No Life Tee, Medical School Student Gift, Future Doctor T-shirt, Pre Med Graphic Tee - Etsy Israel",
    "No Sleep No Money No Life Med Student Gift, Medical School Gift, Medical Stu T-s | eBay",
    "No Sleep Medicine Student Gift Medical Students\" Essential T-Shirt for Sale by Spanky3328 | Redbubble",
    "Funny No Money No Life Med Student Doctor T-Shirt : Amazon.co.uk: Fashion",
    "Divertido Sin Dinero Sinida Med Estudiante Doctor Camiseta unisex - Regaloses",
    "GuatemalaDigital.com: Funny Med School T Shirt:Trust Me Im Almost A Doctor TShirt T-Shirt(Color: Slate Grey, Tama\u00f1o: Small) : Ropa - Blusas",
    "Mantieni La Calma Host Exchange Student Travel T-shirt da uomo con stampa posteriore - Novitaregali",
    "Dr\u00f4le Pas D'argent Pas Deie Med \u00c9tudiant Docteur T-Shirt | Cadeauxyz",
    "Teegarb bokstav filt humoristisk sjukv\u00e5rdare student t-shirt sjukv\u00e5rdare t-shirt rolig, M\u00f6rkgr\u00e5 ljung, S : Teegarb Letter Blanket: Amazon.se: Fashion",
    "Teegarb Letter Blanket Humorous Paramedic Student T-Shirt Paramedics Tee Shirt Hilarious, Black, Small : Teegarb Letter Blanket: Amazon.com.au: Clothing, Shoes & Accessories"
  ],
  "filtered_keywords": [
    "future doctor",
    "med school",
    "almost doctor",
    "medical school"
  ],
  "created_at": "2026-01-12T05:51:45.052338"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "med student gifts",
    "med student vs intern",
    "med student vs resident",
    "med students in the pitt",
    "med student gift ideas",
    "med student patagonia",
    "med student rotations",
    "med student cv",
    "med student memes",
    "medical student syndrome",
    "med students for choice",
    "med student scholarships",
    "med student meaning",
    "med student summer research program",
    "med student reddit"
  ],
  "created_at": "2026-01-12T05:52:00.341536"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 76.69,
    "peak_interest": 100.0,
    "current_interest": 72.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      "7",
      "8",
      "12"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-12T05:52:01.061542",
    "related_queries": [
      {
        "type": "top",
        "query": "med school",
        "value": 100
      },
      {
        "type": "top",
        "query": "pre med",
        "value": 31
      },
      {
        "type": "top",
        "query": "pre med student",
        "value": 31
      },
      {
        "type": "top",
        "query": "med student reddit",
        "value": 27
      },
      {
        "type": "top",
        "query": "student health",
        "value": 18
      },
      {
        "type": "top",
        "query": "student loans",
        "value": 15
      },
      {
        "type": "top",
        "query": "student loan",
        "value": 13
      },
      {
        "type": "top",
        "query": "med school reddit",
        "value": 12
      },
      {
        "type": "top",
        "query": "mcat",
        "value": 6
      },
      {
        "type": "top",
        "query": "what is pre med",
        "value": 6
      },
      {
        "type": "rising",
        "query": "big beautiful bill",
        "value": 58650
      },
      {
        "type": "rising",
        "query": "jessica pereira med student",
        "value": 11000
      },
      {
        "type": "rising",
        "query": "anton aleshin",
        "value": 6050
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/014cnc",
        "topic_type": "Topic",
        "topic_title": "Student"
      },
      {
        "type": "top",
        "value": 34,
        "topic_id": "/m/06zdj",
        "topic_type": "Organization type",
        "topic_title": "School"
      },
      {
        "type": "top",
        "value": 28,
        "topic_id": "/m/02ctrh",
        "topic_type": "School category",
        "topic_title": "Medical school"
      },
      {
        "type": "top",
        "value": 20,
        "topic_id": "/m/04sh3",
        "topic_type": "Topic",
        "topic_title": "Medicine"
      },
      {
        "type": "top",
        "value": 11,
        "topic_id": "/m/07bndl",
        "topic_type": "Topic",
        "topic_title": "Pre-medical"
      },
      {
        "type": "top",
        "value": 8,
        "topic_id": "/m/02p0qmm",
        "topic_type": "School category",
        "topic_title": "Higher Education School"
      },
      {
        "type": "top",
        "value": 8,
        "topic_id": "/m/01dnzs",
        "topic_type": "Topic",
        "topic_title": "Loan"
      },
      {
        "type": "top",
        "value": 8,
        "topic_id": "/m/07tf8",
        "topic_type": "School category",
        "topic_title": "University"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/02crs_",
        "topic_type": "Topic",
        "topic_title": "Student loan"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/06cs1",
        "topic_type": "Organization type",
        "topic_title": "Research"
      },
      {
        "type": "rising",
        "value": 85950,
        "topic_id": "/g/11hy9kty0d",
        "topic_type": "Degree",
        "topic_title": "Academic degree"
      },
      {
        "type": "rising",
        "value": 69300,
        "topic_id": "/g/11wnmwv8xl",
        "topic_type": "Drama series",
        "topic_title": "The Pitt"
      },
      {
        "type": "rising",
        "value": 2100,
        "topic_id": "/g/11bwc3xbl0",
        "topic_type": "Degree",
        "topic_title": "Undergraduate education"
      },
      {
        "type": "rising",
        "value": 1550,
        "topic_id": "/g/11xg4qcxlf",
        "topic_type": "Topic",
        "topic_title": "One Big Beautiful Bill Act"
      },
      {
        "type": "rising",
        "value": 1150,
        "topic_id": "/m/026p9_",
        "topic_type": "Topic",
        "topic_title": "Digital object identifier"
      },
      {
        "type": "rising",
        "value": 300,
        "topic_id": "/m/019v9k",
        "topic_type": "Degree",
        "topic_title": "Bachelor's degree"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 53.95,
    "peak_interest": 100.0,
    "current_interest": 72.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-12T05:52:01.153307",
    "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": "CAESBEoCGAEYBioLbWVkIHN0dWRlbnQyEwgGEgdPbiBzYWxlGAIiBEoCGAFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=med+student+sale&shoprs=CAESBEoCGAEYBioLbWVkIHN0dWRlbnQyEwgGEgdPbiBzYWxlGAIiBEoCGAFgAg"
          },
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoLbWVkIHN0dWRlbnQyDAgDEgZOZWFyYnkYAmAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=med+student+nearby&shoprs=CAEYAyoLbWVkIHN0dWRlbnQyDAgDEgZOZWFyYnkYAmAC"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioLbWVkIHN0dWRlbnQyBwgKEgNOZXdgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+med+student&shoprs=CAEYCioLbWVkIHN0dWRlbnQyBwgKEgNOZXdgAg"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioLbWVkIHN0dWRlbnQyCAgKEgRVc2VkYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+med+student&shoprs=CAEYCioLbWVkIHN0dWRlbnQyCAgKEgRVc2VkYAI"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqC21lZCBzdHVkZW50MhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=med+student&shoprs=CAESAmoAGBYqC21lZCBzdHVkZW50MhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI"
          }
        ],
        "input_type": "link_with_icon"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Books",
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        "input_type": "checkbox"
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        "type": "Brand",
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The content is specifically about medical students, who are typically adults.",
  "primary_gender": "unisex",
  "gender_confidence": 0.9,
  "gender_reasoning": "The design appeals to all medical students regardless of gender.",
  "target_personas": [
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    "Healthcare professionals",
    "Gift buyers for med students"
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  "product_restrictions": {
    "allow_drinkware": true,
    "allow_adult_products": true,
    "allow_children_products": false
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  "temporal_specificity": "evergreen",
  "temporal_value": null,
  "temporal_start_date": null,
  "temporal_end_date": null,
  "redesign_opportunity": false,
  "temporal_confidence_score": 0.8,
  "visual_reasoning": "LIFECYCLE: The design contains the text 'NO SLEEP NO MONEY NO LIFE MED STUDENT' with a red cross symbol. This references the common experiences of medical students, emphasizing the demanding nature of their studies. The theme is specific to medical students but is not tied to any specific year or event, making it evergreen.\n\nSEASONALITY: The design's content is relevant to medical students throughout the year. There are no specific seasonal or holiday elements, suggesting consistent interest rather than seasonal peaks.",
  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "No Sleep No Money No Life Med Student T-Shirt",
    "primary": "Funny Med Student T-Shirt: No Sleep No Money No Life",
    "etsy_140": "Med Student Tee - No Sleep No Money No Life - Medical School Humor",
    "amazon_200": "Funny Med Student T-Shirt - No Sleep No Money No Life - Perfect Gift for Medical Students",
    "shopify_70": "Med Student No Sleep Tee"
  },
  "descriptions": {
    "seo_optimized": "Celebrate the med student life with this humorous 'No Sleep No Money No Life' t-shirt. Perfect for medical students and healthcare professionals, this tee captures the essence of the med school journey. Ideal as a gift or personal wear, it\u2019s a must-have for those in the medical field.",
    "short_summary": "Humorous med student t-shirt highlighting the challenges of medical school."
  },
  "bullet_points": [
    "Humorous design perfect for med students",
    "Captures the essence of medical school life",
    "Available in multiple colors",
    "Made with high-quality, durable fabric",
    "Great gift for med students and healthcare professionals"
  ],
  "keywords": {
    "primary": [
      "med student",
      "med student gifts",
      "future doctor",
      "med school",
      "almost doctor"
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    "etsy_tags": [
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      "med student gifts",
      "future doctor",
      "med school",
      "almost doctor",
      "medical school",
      "funny med student",
      "med student humor",
      "medical student gift",
      "healthcare professional",
      "doctor to be",
      "med school life",
      "medical student life"
    ],
    "secondary": [
      "med student vs intern",
      "med student vs resident",
      "med student rotations",
      "medical school gift",
      "med student memes",
      "medical student syndrome"
    ]
  },
  "item_specifics": {
    "style": "Casual|Funny",
    "theme": [
      "Medical School Humor"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Casual",
      "Gift",
      "School"
    ]
  },
  "created_at": "2026-01-12T05:53:01.355889",
  "updated_at": "2026-01-12T05:53:01.355889"
}

Recommendations (first 5)

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    "recommended_colors": [
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        "reasoning": "Excellent contrast with white text and red cross, making the design very readable and striking.",
        "color_name": "Black",
        "visibility_score": 10
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        "reasoning": "Provides strong contrast with the design elements, maintaining readability and appeal.",
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        "reasoning": "Dark background enhances the white text and red cross, ensuring clarity.",
        "color_name": "Asphalt",
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        "visibility_score": 9
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        "visibility_score": 8
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    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
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      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 78
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    "created_at": "2026-01-12T05:53:40.916821"
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        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 78
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is the primary marketplace because 'med student gifts' is a top search term, and Etsy shoppers prioritize unique, giftable POD items.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-12T05:53:40.916821"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "consider",
    "confidence_score": 0.05,
    "reasoning": "2/39 POD products are hoodies. Hoodies are essential for the peak December demand period and the 'no sleep' student lifestyle mentioned in visual samples.",
    "suggested_price_min": 35.991,
    "suggested_price_max": 43.989000000000004,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Excellent contrast with white text and red cross, making the design very readable and striking.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#a9a9a9",
        "reasoning": "Provides strong contrast with the design elements, maintaining readability and appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#3c3c3c",
        "reasoning": "Dark background enhances the white text and red cross, ensuring clarity.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#000080",
        "reasoning": "Dark blue provides good contrast, making the design elements stand out well.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#8b0000",
        "reasoning": "Dark red background complements the white text and red cross effectively.",
        "color_name": "Berry",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep maroon offers a solid contrast, enhancing the design's readability.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#008080",
        "reasoning": "Dark teal provides a unique yet effective contrast for the design elements.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright blue background allows the white text and red cross to pop.",
        "color_name": "True Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#282828",
        "reasoning": "Slightly lighter than black but still offers excellent contrast.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#663399",
        "reasoning": "Purple background provides a good contrast, maintaining readability.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "July and August align with the start of medical school and residency rotations. December is a major peak due to the high 'gift' intent found in autocomplete data.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 78
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is the primary marketplace because 'med student gifts' is a top search term, and Etsy shoppers prioritize unique, giftable POD items.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-12T05:53:40.916821"
  },
  {
    "product_type": "candle",
    "recommendation_tier": "consider",
    "confidence_score": 0.05,
    "reasoning": "2/39 POD products are candles. This is an emerging 'gift idea' (validated by autocomplete) for medical students focusing on self-care and stress relief.",
    "suggested_price_min": 20.25,
    "suggested_price_max": 24.750000000000004,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Excellent contrast with white text and red cross, making the design very readable and striking.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#a9a9a9",
        "reasoning": "Provides strong contrast with the design elements, maintaining readability and appeal.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#3c3c3c",
        "reasoning": "Dark background enhances the white text and red cross, ensuring clarity.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#000080",
        "reasoning": "Dark blue provides good contrast, making the design elements stand out well.",
        "color_name": "Navy",
        "visibility_score": 9
      },
      {
        "priority": 5,
        "color_hex": "#8b0000",
        "reasoning": "Dark red background complements the white text and red cross effectively.",
        "color_name": "Berry",
        "visibility_score": 9
      },
      {
        "priority": 6,
        "color_hex": "#800000",
        "reasoning": "Deep maroon offers a solid contrast, enhancing the design's readability.",
        "color_name": "Maroon",
        "visibility_score": 9
      },
      {
        "priority": 7,
        "color_hex": "#008080",
        "reasoning": "Dark teal provides a unique yet effective contrast for the design elements.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#4169e1",
        "reasoning": "Bright blue background allows the white text and red cross to pop.",
        "color_name": "True Royal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#282828",
        "reasoning": "Slightly lighter than black but still offers excellent contrast.",
        "color_name": "Vintage Black",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#663399",
        "reasoning": "Purple background provides a good contrast, maintaining readability.",
        "color_name": "Heather Team Purple",
        "visibility_score": 8
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "July and August align with the start of medical school and residency rotations. December is a major peak due to the high 'gift' intent found in autocomplete data.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 78
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is the primary marketplace because 'med student gifts' is a top search term, and Etsy shoppers prioritize unique, giftable POD items.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-12T05:53:40.916821"
  }
]

🎨 Design Analysis Report

📊 Pipeline Overview

🌐 Evergreen Status

🎯 Primary Keyword

💰 Total Pipeline Cost

🏭 Unique Products

📦 Market Data

📈 Market Viability

⏱️ Export Date

👥 Target Audience

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

📝 Text Extraction

⚡ Top Match

🔍 Phase 2: SERP Analysis

Generated Title

Similar Products (12)

👥 Demographics Analysis (Phase 5 Enhanced)

🎂 Age Category

⚧ Primary Gender

🎯 Target Personas (3)

Persona #1

Persona #2

Persona #3

🚫 Product Restrictions

Adult Products

Children Products

Drinkware

🏷️ Enhanced Tag Extraction

🎄 Seasonal

🎨 Content Type

✨ Style

😊 Emotional Tone

⚧ Gender

✅ Content Flags

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

eBay ✅

Amazon ✅

Etsy ✅

Shopify ✅

Primary

📄 Descriptions

🔍 SEO-Optimized Description

⚡ Short Summary

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

🎯 Primary Keywords (5)

🎯 Secondary Keywords (6)

🏷️ Etsy Tags (13)

📦 Item Specifics

🎨 Style

🎉 Occasion

🎭 Theme

🌤️ Season

🎯 Phase 3: Keyword Analysis

Primary: med student

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

Related:

📊 Trends: 12 Months

🔥 Top Related Queries:

📈 Rising Queries:

💡 Related Topics:

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

Classification: EVERGREEN

📝 Visual Reasoning:

♾️ Timeless Design: No expiration - Always relevant

🎯 Phase 5: Product Recommendations (6 unique products)

#1 T-SHIRT

#2 MUG🔍 +10% AUTOCOMPLETE

#3 SWEATSHIRT

#4 HOODIE

#5 CANDLE🔍 +10% AUTOCOMPLETE