Design Report

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

📊 Pipeline Overview

🌐 Evergreen Status

🌲 EVERGREEN

Strong long-term viability

🎯 Primary Keyword

ham radio operator

18% confidence

💰 Total Pipeline Cost

$0.0547

Most recent pipeline run

🏭 Unique Products

5 total recommendations

📦 Market Data

60 competitors

From Google Lens SERP

📈 Market Viability

Score: N/A

Competition: N/A

⏱️ Export Date

20260124_032542

Design ID: d9d9a3d8...

👥 Target Audience

ADULT / Unisex

2 target personas

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

⚠️

Risk Level: LOW

📝 Text Extraction

Extracted Text:

I NEVER DREAMED I'D END UP MARRYING A Super Sexy HAM RADIO OPERATOR BUT HERE I AM LIVING THE DREAM

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

⚡ Top Match

"DREAM RADIO"

Serial Number: 97421841

Similarity: 57.8%

Found 10 total matches in USPTO database

🔍 Phase 2: SERP Analysis

Generated Title

Similar Products (50)

#	Title
1	It takes a Ham to know Dit from Dah Ham Radio T-Shirt - Walmart.com
2	Amazon.com: It's A HAM Thing You Wouldn't Understand HAM Name Long Sleeve T-Shirt : Clothing, Shoes & Jewelry
3	Ham Name Gift Im Ham Im Never Wrong Unisex Tank Top - Seseable
4	When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator" Art Print for Sale by Tatzki-Design \| Redbubble
5	When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator T-Shirt croswit shirt man clothes for men - AliExpress
6	It's A Ham Thing You Wouldn't Understand Name Vintage T-Shirt \| Seseable UK
7	Ham Name Gift Im Ham Im Never Wrong Womens Back Print T-shirt - Seseable
8	When All Else Fails Find the Ham Radio Operator - Ham Radio Operator - T-Shirt \| TeePublic
9	It's A Ham Thing You Wouldn't Understand Name Vintage Hoodie - Seseable
10	HAM Radio Gifts for Dad Ham Radio Operator Heartbe T-Shirt \| Zazzle
11	Personalized Matching Thankful For My Tribe Family T-Shirts
12	Amazon.com: I Think Therefore I Ham T-Shirt : Clothing, Shoes & Jewelry
13	Personalized Ham Radio Callsign T-shirt: "hello My Name Is" Design - Etsy
14	Amazon.com: Ham Operators Do It With More Frequency, Tank Top, Ham Radio T-Shirt : Clothing, Shoes & Jewelry
15	When All Else Fail Find a Real Ham Radio Operator (A Special Design suited for all Amateur Radio Operator, design by TATZKI)" Art Board Print for Sale by Tatzki-Design \| Redbubble
16	Licensed Ham Radio Operator USA" Essential T-Shirt for Sale by Tatzki-Design \| Redbubble
17	Ham Radio Shirt, Ham Radio Gift, I Think Therefore I Ham Shirt, Amateur Radio Gift for Ham Radio Operator, Hamming, Fathers Day, Birthday - Etsy
18	HAM Nutrition Facts Funny Thanksgiving Christmas" Essential T-Shirt for Sale by meedTee \| Redbubble
19	HAM Radio - Rag Chew till it Hertz" Active T-Shirt for Sale by WilsonCreekArts \| Redbubble
20	Ham Radio Shirt, Amateur Radio Tshirt, Call Sign T shirt, Funny Radio Operator Gift - Etsy 日本

👥 Demographics Analysis (Phase 5 Enhanced)

🎂 Age Category

ADULT

Confidence: 90%

The design references marriage, indicating an adult demographic.

⚧ Primary Gender

UNISEX

Confidence: 85%

The design does not specify a gender, appealing to anyone married to a ham radio operator.

🎯 Target Personas (2)

Persona #1

Spouses of ham radio operators

Persona #2

Gift buyers for ham radio enthusiasts

🚫 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

👨‍👩‍👧 Relationship

spousepartner

🎨 Content Type

technology

✨ Style

text-heavy

😊 Emotional Tone

humorous

⚧ Gender

unisex

✅ Content Flags

No profanity or political content detected

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

eBay ✅

52/80

Married a Super Sexy Ham Radio Operator T-Shirt Gift

Amazon ✅

100/200

I Never Dreamed I'd Marry a Super Sexy Ham Radio Operator T-Shirt - Perfect Gift for Ham Enthusiasts

Etsy ✅

55/140

Super Sexy Ham Radio Operator Spouse T-Shirt - Fun Gift

Shopify ✅

33/70

Super Sexy Ham Radio Operator Tee

Primary

65 chars

I Never Dreamed I'd Marry a Super Sexy Ham Radio Operator T-Shirt

📄 Descriptions

🔍 SEO-Optimized Description

Celebrate your love for a ham radio enthusiast with this fun and stylish t-shirt. Perfect for spouses of ham radio operators, this shirt combines humor and affection, making it an ideal gift for any occasion. Keywords: ham radio operator, ham radio gifts, amateur radio.

⚡ Short Summary

A humorous t-shirt for spouses of ham radio operators.

✨ Feature Bullet Points (5)

Fun and humorous design for spouses of ham radio operators
Perfect gift for birthdays, anniversaries, or special occasions
Available in multiple colors: Navy, Black, Dark Grey Heather, Maroon, True Royal
Made with high-quality materials for comfort and durability
Ideal for casual wear or ham radio events

🔑 Keywords & Tags

🎯 Primary Keywords (5)

ham radio operatorham radio operator giftsamateur radioradio operatorham radio

🎯 Secondary Keywords (6)

ham radio operator licenseham radio operator testham radio operator mapham radio operators near meham radio operator lookupham radio operator jobs

🏷️ Etsy Tags (13)

ham radio operatorham radio giftsamateur radioradio operatorfunny ham radioham radio spouseham radio enthusiastgift for ham radioham radio t-shirtham radio apparelunique ham radio giftham radio loverham radio humor

📦 Item Specifics

🎨 Style

Casual|Funny

🎉 Occasion

Everyday, Casual, Gift

🎭 Theme

Ham Radio, Spouse Humor

🌤️ Season

All Season

🎯 Phase 3: Keyword Analysis

Primary: ham radio operator

Confidence: 18.3%

Alternatives

ham radioradio operatoramateur radio

📈 Phase 4: Market Intelligence

🔤 Autocomplete

Keyword Exists: ✅ Yes

ham radio operators near meham radio operator licenseham radio operators near me mapham radio operator mapham radio operator salaryham radio operators by zip codeham radio operator lookupham radio operator giftsham radio operator testham radio operator jobsham radio operator license plateham radio operator license costham radio operator call signham radio operator certificationham radio operator badge

📊 Trends: 12 Months

Avg Interest: 61.1/100 | Peak: 100.0/100 | Trend: STABLE
Seasonal: No | Peak Months: Dec, Jul, Aug

🔥 Top Related Queries:

ham radio license (100)ham radio operator license (98)how to become a ham radio operator (9)

💡 Related Topics:

Radio (100)Amateur radio (98)Amateur radio operator (76)License (21)Amateur (10)

📊 Trends: 5 Years

🌲 EVERGREEN - Long-term viability

📋 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: 56.2/100 | Peak: 100.0/100 | Trend: N/A
Seasonal: No | Peak Months: No peaks

🛍️ Google Shopping: Direct 40 products

Product	Price	Source
Ham Radio Operator Definition T-Shirt	$23.00	TeePublic
Funny Ham Radio Operator T-Shirt	$22.99	Etsy
Ham Radio Operator T-Shirt	$23.00	TeePublic
Howard W. Sams Ham Radio Operator's Guide	$14.96	AbeBooks.com
The Ham Radio Operator T-Shirt	$23.00	TeePublic
Ham Operator's Handbook	$32.00	Books A Million
Ham Radio Operator Shirt	$18.24	Zazzle
Real Doctor vs. Ham Radio Operator T-Shirt	$26.00	Teeoutdoor
Ham Radio Operator Definition for Introverts \| Metal Sign \| Gifts for Amateur, Hobby or Professional Operators, Technicians, Dispatchers	$26.99	Etsy - Alamazookie
Ham Radio Operator Funny Definition Unisex Shirt Gift	$17.82	eBay - chiliprints
American Flag T-Shirt	$23.00	TeePublic
Men's Funny Ham Radio Operator T-Shirt	$20.99	Walmart - Inktastic
Ham Radio Operator Classic T-Shirt	$17.99	Redbubble
KE7X Books OPERATORBOOK - KE7X Books The Successful Ham Radio Operator's Handbook--Best Practices for all Hams	$44.95	DX Engineering
The ARRL Ham Radio License Manual	$12.49	Half Price Books

🛍️ Google Shopping: Gift 40 products

Product	Price	Source
Funny HAM RADIO OPERATOR Gift Mug for Men and Women l For Birthday, Appreciation, Thank You Gift, A Personalized Custom Name Coffee Mug	$23.45	Etsy - BlissfulGiftShop
Ham Operator Call Sign	$50.00	Premier Display
HAM RADIO OPERATOR Funny Trump Mug Gift Great Birthday Christmas Jobs	$11.71	Etsy - WXYZOne
Ham Radio Operator T-Shirt	$23.00	TeePublic
Ham Radio Gifts Personalized Metal Décor Ham Radio Call Sign	$59.94	Cline Design Creations
Funny Ham Radio Operator T-Shirt	$22.99	Etsy
Ham Radio Operator Mug	$16.54	Zazzle
Ham Radio Operator Definition for Introverts \| Metal Sign \| Gifts for Amateur, Hobby or Professional Operators, Technicians, Dispatchers	$26.99	Etsy - Alamazookie
Ham Radio Operator Gifts Idea Tee T-Shirt S-5XL	$17.98	eBay
Engraved wooden art "Ham Radio Operator"	$40.08	Etsy
Displate Metal Poster Ham Radio Operator	$35.99	Displate.com
Level 100 Ham Radio Operator T-Shirt	$23.00	TeePublic
Personalized HAM Radio Operator Bag: Insulated Lunch or Equipment Case	$42.00	Etsy - CreativeBeeStudios
Amateur Ham Radio Ham Radio Operator Wallet	$30.00	eBay
Amateur Radio Waves Symphony - a HAM Operator Personalized Gift For Connecting When Phones Go Silent	$33.95	Etsy - StarlightQuill

⏰ Phase 5A: Temporal Classification

Classification: EVERGREEN

Confidence: 80%

📝 Visual Reasoning:

LIFECYCLE: The design contains the text 'I Never Dreamed I'd End Up Marrying a Super Sexy Ham Radio Operator But Here I Am Living the Dream'. It does not reference any specific year, event, or holiday, making it universally applicable and always relevant to spouses of ham radio operators. SEASONALITY: Without specific trends data, the design's content suggests it is a consistent gift choice for spouses of ham radio operators, without any seasonal or holiday-specific elements.

♾️ Timeless Design: No expiration - Always relevant

🎯 Phase 5: Product Recommendations (5 unique products)

#1 T-SHIRT

Tier: Highly Recommended

$20.70 - $25.30

59% confidence

29/49 POD products are t-shirts, making up 59.2% of the market. T-shirts are a logical choice for ham radio operators.

#2 MUG

Tier: Acceptable

$13.50 - $16.50

10% confidence

5/49 POD products are mugs, accounting for 10.2% of the market. Mugs are suitable for adults, including ham radio operators.

#3 HOODIE

Tier: Avoid

$31.50 - $38.50

4% confidence

2/49 POD products are hoodies, making up 4.1% of the market. Hoodies are appropriate for the target demographic.

#4 ORNAMENT

Tier: Avoid

$10.80 - $13.20

4% confidence

2/49 POD products are ornaments, representing 4.1% of the market. Ornaments can appeal to hobbyists like ham radio operators.

#5 POSTER

Tier: Avoid

$18.00 - $22.00

2% confidence

1/49 POD products are posters, accounting for 2.0% of the market. Posters can be a good fit for enthusiasts to display their interests.

🎨 Recommended Colors (Top 10)

#1 Navy 10/10

Excellent contrast with white text, making it highly readable and visually appealing.

#2 Black 10/10

Classic and strong contrast with white text, ensuring maximum readability.

#3 Dark Grey Heather 10/10

Provides a balanced contrast, maintaining readability while offering a softer look than black.

#4 Maroon 10/10

Rich color that contrasts well with white, adding a touch of elegance.

#5 True Royal 10/10

Bright and vibrant, offering excellent contrast and readability.

#6 Berry 10/10

Deep color that contrasts well with white, maintaining readability.

#7 Heather Team Purple 9/10

Strong contrast with white, offering a unique and appealing look.

#8 Cardinal 9/10

Bright and eye-catching, with good contrast for readability.

#9 Heather Red 9/10

Vibrant color that maintains good contrast with white text.

#10 Forest 9/10

Deep green that contrasts well with white, providing a natural and appealing look.

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 60,
  "product_titles": [
    "It takes a Ham to know Dit from Dah Ham Radio T-Shirt - Walmart.com",
    "Amazon.com: It's A HAM Thing You Wouldn't Understand HAM Name Long Sleeve T-Shirt : Clothing, Shoes & Jewelry",
    "Ham Name Gift Im Ham Im Never Wrong Unisex Tank Top - Seseable",
    "When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator\" Art Print for Sale by Tatzki-Design | Redbubble",
    "When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator T-Shirt croswit shirt man clothes for men - AliExpress",
    "It's A Ham Thing You Wouldn't Understand Name Vintage T-Shirt | Seseable UK",
    "Ham Name Gift Im Ham Im Never Wrong Womens Back Print T-shirt - Seseable",
    "When All Else Fails Find the Ham Radio Operator - Ham Radio Operator - T-Shirt | TeePublic",
    "It's A Ham Thing You Wouldn't Understand Name Vintage Hoodie - Seseable",
    "HAM Radio Gifts for Dad Ham Radio Operator Heartbe T-Shirt | Zazzle",
    "Personalized Matching Thankful For My Tribe Family T-Shirts",
    "Amazon.com: I Think Therefore I Ham T-Shirt : Clothing, Shoes & Jewelry",
    "Personalized Ham Radio Callsign T-shirt: \"hello My Name Is\" Design - Etsy",
    "Amazon.com: Ham Operators Do It With More Frequency, Tank Top, Ham Radio T-Shirt : Clothing, Shoes & Jewelry",
    "When All Else Fail Find a Real Ham Radio Operator (A Special Design suited for all Amateur Radio Operator, design by TATZKI)\" Art Board Print for Sale by Tatzki-Design | Redbubble",
    "Licensed Ham Radio Operator USA\" Essential T-Shirt for Sale by Tatzki-Design | Redbubble",
    "Ham Radio Shirt, Ham Radio Gift, I Think Therefore I Ham Shirt, Amateur Radio Gift for Ham Radio Operator, Hamming, Fathers Day, Birthday - Etsy",
    "HAM Nutrition Facts Funny Thanksgiving Christmas\" Essential T-Shirt for Sale by meedTee | Redbubble",
    "HAM Radio - Rag Chew till it Hertz\" Active T-Shirt for Sale by WilsonCreekArts | Redbubble",
    "Ham Radio Shirt, Amateur Radio Tshirt, Call Sign T shirt, Funny Radio Operator Gift - Etsy \u65e5\u672c",
    "HAM Coordinates T-Shirt \u2013 The Hamiltonian",
    "CQ DX Integral Ham Radio T-Shirt | Zazzle",
    "AM RADIO Tee Shirt | Zazzle",
    "Buy Funny Beatles I Wanna Hold Your HAM Unisex T-shirt, Hilarious Graphic Tee, Softstyle Top for Humor Lovers, Music Fans, Novelty Gift Shirt, Online in India - Etsy",
    "I Am the Ham Roast Master Unisex T-shirt - Etsy",
    "Ham Thanksgiving T-shirt Sweatshirt: Funny Holiday Group Food Lover Feast - Etsy Israel",
    "Ham Radio Shirt, Amateur Radio Tshirt, Call Sign T Shirt, Funny Radio Operator Gift - Etsy",
    "HAM Crew Vintage Sweatshirt \u2013 VONZEUS",
    "Ham Radio Amateur Radio T-Shirt | Zazzle",
    "Licensed Ham Radio Operator USA\" Cap for Sale by Tatzki-Design | Redbubble",
    "Ham Radio - I'm About to Go Ham\" Active T-Shirt for Sale by HalpinDesign | Redbubble",
    "1990s the Sandlot Ham T Shirt : Adult - Youth - Toddler Printed Shirt F197 - Etsy",
    "Christmas Holiday Pregnancy Announcement Shirt Couple Shirt Set, Ham & Not Ham Shirts, Pregnancy Announcement Shirt, Christmas Maternity - Etsy",
    "The Ham \u2013 Cruvie Clothing Co.",
    "Hangin' With My Ham'ies \u2013 Ham Radio T-shirt - Etsy",
    "Ham Thanksgiving T-shirt Sweatshirt: Funny Holiday Group Food Lover Feast - Etsy New Zealand",
    "Amateur Radio Operator T-shirt: Vintage HAM Design - Etsy",
    "Licensed Ham Radio Operator USA\" Sticker for Sale by Tatzki-Design | Redbubble",
    "Sorry for being weird It will happen again\" Essential T-Shirt by BritySpear | Redbubble",
    "When All Else Fail Find a Real Ham Radio Operator (A Special Design suited for all Amateur Radio Operator, design by TATZKI)\" Poster for Sale by Tatzki-Design | Redbubble",
    "Urban Backwoods Miskatonic University Antarctic Expedition II Men T-Shirt Gray Size S | Amazon.com",
    "Escape from Marianna: White, Bobbi Boland: 9781595943798: Amazon.com: Books",
    "Amateur Radio Joke Pun I Think Therefore I HAM T-Shirt | Zazzle",
    "Hangin' With My Ham'ies \u2013 Ham Radio T-shirt - Etsy Canada",
    "Thanksgiving Funny PNG Bundle, Distressed Turkey Shirt Designs, Pies Before Guys, Talk Turkey to Me, Family Group Fall Shirts PNG - Etsy Israel",
    "Ham Radio Operator Wife Amateur Hams\" Essential T-Shirt for Sale by Marcid95 | Redbubble",
    "Ham Ham Ham, Ham Shirt, Ham Lover T-shirt, Funny Bacon Ham and Meat Pun Gift Tee, Unisex & Women's Shirts - Etsy Australia",
    "Wow Print, Winterspring, Retro Travel Print, MMO Print, Travel Wall Art, Warcraft Art, Vintage Print, Geeky, Nerdy Art, Game Art, Azeroth - Etsy",
    "Pregnant Skeleton Shirt Maternity T Shirt Pregnancy Skeleton Shirt Couple Matching Bump Shirts Dad Maternity Mom Maternity Couple Shirts Pregnancy Kangaroo Shirt Baby Carrier For Dad Annonce Grossesse Pregnant Skeleton Costume",
    "Ham I Am Black & White T-shirt | Zazzle"
  ],
  "created_at": "2026-01-24T09:22:47.089674"
}

Keyword Analysis

{
  "primary_keyword": "ham radio operator",
  "primary_keyword_confidence": 0.18333333333333332,
  "raw_keywords": [
    "It takes a Ham to know Dit from Dah Ham Radio T-Shirt - Walmart.com",
    "Amazon.com: It's A HAM Thing You Wouldn't Understand HAM Name Long Sleeve T-Shirt : Clothing, Shoes & Jewelry",
    "Ham Name Gift Im Ham Im Never Wrong Unisex Tank Top - Seseable",
    "When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator\" Art Print for Sale by Tatzki-Design | Redbubble",
    "When All Else Fails Find the Ham Radio Operator / Amateur Radio Operator T-Shirt croswit shirt man clothes for men - AliExpress",
    "It's A Ham Thing You Wouldn't Understand Name Vintage T-Shirt | Seseable UK",
    "Ham Name Gift Im Ham Im Never Wrong Womens Back Print T-shirt - Seseable",
    "When All Else Fails Find the Ham Radio Operator - Ham Radio Operator - T-Shirt | TeePublic",
    "It's A Ham Thing You Wouldn't Understand Name Vintage Hoodie - Seseable",
    "HAM Radio Gifts for Dad Ham Radio Operator Heartbe T-Shirt | Zazzle",
    "Personalized Matching Thankful For My Tribe Family T-Shirts",
    "Amazon.com: I Think Therefore I Ham T-Shirt : Clothing, Shoes & Jewelry",
    "Personalized Ham Radio Callsign T-shirt: \"hello My Name Is\" Design - Etsy",
    "Amazon.com: Ham Operators Do It With More Frequency, Tank Top, Ham Radio T-Shirt : Clothing, Shoes & Jewelry",
    "When All Else Fail Find a Real Ham Radio Operator (A Special Design suited for all Amateur Radio Operator, design by TATZKI)\" Art Board Print for Sale by Tatzki-Design | Redbubble",
    "Licensed Ham Radio Operator USA\" Essential T-Shirt for Sale by Tatzki-Design | Redbubble",
    "Ham Radio Shirt, Ham Radio Gift, I Think Therefore I Ham Shirt, Amateur Radio Gift for Ham Radio Operator, Hamming, Fathers Day, Birthday - Etsy",
    "HAM Nutrition Facts Funny Thanksgiving Christmas\" Essential T-Shirt for Sale by meedTee | Redbubble",
    "HAM Radio - Rag Chew till it Hertz\" Active T-Shirt for Sale by WilsonCreekArts | Redbubble",
    "Ham Radio Shirt, Amateur Radio Tshirt, Call Sign T shirt, Funny Radio Operator Gift - Etsy \u65e5\u672c",
    "HAM Coordinates T-Shirt \u2013 The Hamiltonian",
    "CQ DX Integral Ham Radio T-Shirt | Zazzle",
    "AM RADIO Tee Shirt | Zazzle",
    "Buy Funny Beatles I Wanna Hold Your HAM Unisex T-shirt, Hilarious Graphic Tee, Softstyle Top for Humor Lovers, Music Fans, Novelty Gift Shirt, Online in India - Etsy",
    "I Am the Ham Roast Master Unisex T-shirt - Etsy",
    "Ham Thanksgiving T-shirt Sweatshirt: Funny Holiday Group Food Lover Feast - Etsy Israel",
    "Ham Radio Shirt, Amateur Radio Tshirt, Call Sign T Shirt, Funny Radio Operator Gift - Etsy",
    "HAM Crew Vintage Sweatshirt \u2013 VONZEUS",
    "Ham Radio Amateur Radio T-Shirt | Zazzle",
    "Licensed Ham Radio Operator USA\" Cap for Sale by Tatzki-Design | Redbubble",
    "Ham Radio - I'm About to Go Ham\" Active T-Shirt for Sale by HalpinDesign | Redbubble",
    "1990s the Sandlot Ham T Shirt : Adult - Youth - Toddler Printed Shirt F197 - Etsy",
    "Christmas Holiday Pregnancy Announcement Shirt Couple Shirt Set, Ham & Not Ham Shirts, Pregnancy Announcement Shirt, Christmas Maternity - Etsy",
    "The Ham \u2013 Cruvie Clothing Co.",
    "Hangin' With My Ham'ies \u2013 Ham Radio T-shirt - Etsy",
    "Ham Thanksgiving T-shirt Sweatshirt: Funny Holiday Group Food Lover Feast - Etsy New Zealand",
    "Amateur Radio Operator T-shirt: Vintage HAM Design - Etsy",
    "Licensed Ham Radio Operator USA\" Sticker for Sale by Tatzki-Design | Redbubble",
    "Sorry for being weird It will happen again\" Essential T-Shirt by BritySpear | Redbubble",
    "When All Else Fail Find a Real Ham Radio Operator (A Special Design suited for all Amateur Radio Operator, design by TATZKI)\" Poster for Sale by Tatzki-Design | Redbubble",
    "Urban Backwoods Miskatonic University Antarctic Expedition II Men T-Shirt Gray Size S | Amazon.com",
    "Escape from Marianna: White, Bobbi Boland: 9781595943798: Amazon.com: Books",
    "Amateur Radio Joke Pun I Think Therefore I HAM T-Shirt | Zazzle",
    "Hangin' With My Ham'ies \u2013 Ham Radio T-shirt - Etsy Canada",
    "Thanksgiving Funny PNG Bundle, Distressed Turkey Shirt Designs, Pies Before Guys, Talk Turkey to Me, Family Group Fall Shirts PNG - Etsy Israel",
    "Ham Radio Operator Wife Amateur Hams\" Essential T-Shirt for Sale by Marcid95 | Redbubble",
    "Ham Ham Ham, Ham Shirt, Ham Lover T-shirt, Funny Bacon Ham and Meat Pun Gift Tee, Unisex & Women's Shirts - Etsy Australia",
    "Wow Print, Winterspring, Retro Travel Print, MMO Print, Travel Wall Art, Warcraft Art, Vintage Print, Geeky, Nerdy Art, Game Art, Azeroth - Etsy",
    "Pregnant Skeleton Shirt Maternity T Shirt Pregnancy Skeleton Shirt Couple Matching Bump Shirts Dad Maternity Mom Maternity Couple Shirts Pregnancy Kangaroo Shirt Baby Carrier For Dad Annonce Grossesse Pregnant Skeleton Costume",
    "Ham I Am Black & White T-shirt | Zazzle"
  ],
  "filtered_keywords": [
    "ham radio",
    "radio operator",
    "amateur radio"
  ],
  "created_at": "2026-01-24T09:22:54.143190"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "ham radio operators near me",
    "ham radio operator license",
    "ham radio operators near me map",
    "ham radio operator map",
    "ham radio operator salary",
    "ham radio operators by zip code",
    "ham radio operator lookup",
    "ham radio operator gifts",
    "ham radio operator test",
    "ham radio operator jobs",
    "ham radio operator license plate",
    "ham radio operator license cost",
    "ham radio operator call sign",
    "ham radio operator certification",
    "ham radio operator badge"
  ],
  "created_at": "2026-01-24T09:23:29.747845"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 61.1,
    "peak_interest": 100.0,
    "current_interest": 54.0,
    "trend_direction": "stable",
    "is_seasonal": false,
    "peak_months": [
      "12",
      "7",
      "8"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-24T09:23:30.915056",
    "related_queries": [
      {
        "type": "top",
        "query": "ham radio license",
        "value": 100
      },
      {
        "type": "top",
        "query": "ham radio operator license",
        "value": 98
      },
      {
        "type": "top",
        "query": "how to become a ham radio operator",
        "value": 9
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/06bz3",
        "topic_type": "Topic",
        "topic_title": "Radio"
      },
      {
        "type": "top",
        "value": 98,
        "topic_id": "/m/0dxcx",
        "topic_type": "Topic",
        "topic_title": "Amateur radio"
      },
      {
        "type": "top",
        "value": 76,
        "topic_id": "/m/0dj_7d",
        "topic_type": "Topic",
        "topic_title": "Amateur radio operator"
      },
      {
        "type": "top",
        "value": 21,
        "topic_id": "/m/0b25v",
        "topic_type": "Topic",
        "topic_title": "License"
      },
      {
        "type": "top",
        "value": 10,
        "topic_id": "/m/0m0s",
        "topic_type": "Topic",
        "topic_title": "Amateur"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/0fjdq",
        "topic_type": "Government agency",
        "topic_title": "Federal Communications Commission"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/g/11bc5svj97",
        "topic_type": "Topic",
        "topic_title": "FCC"
      },
      {
        "type": "top",
        "value": 6,
        "topic_id": "/g/122smcfx",
        "topic_type": "Profession",
        "topic_title": "Radio Operator"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/0839zt",
        "topic_type": "Topic",
        "topic_title": "Call sign"
      },
      {
        "type": "top",
        "value": 4,
        "topic_id": "/m/02x93",
        "topic_type": "Topic",
        "topic_title": "Frequency"
      },
      {
        "type": "rising",
        "value": 304450,
        "topic_id": "/g/11bwc74plg",
        "topic_type": "Topic",
        "topic_title": "Exam"
      },
      {
        "type": "rising",
        "value": 80,
        "topic_id": "/m/06bz3",
        "topic_type": "Topic",
        "topic_title": "Radio"
      },
      {
        "type": "rising",
        "value": 80,
        "topic_id": "/m/0bfsj",
        "topic_type": "Topic",
        "topic_title": "Repeater"
      },
      {
        "type": "rising",
        "value": 70,
        "topic_id": "/m/019mbd",
        "topic_type": "Radio",
        "topic_title": "Antenna"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 56.17,
    "peak_interest": 100.0,
    "current_interest": 50.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-24T09:23:30.998106",
    "evergreen_status": "evergreen",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoSaGFtIHJhZGlvIG9wZXJhdG9yMgwIAxIGTmVhcmJ5GAJY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+nearby&shoprs=CAEYAyoSaGFtIHJhZGlvIG9wZXJhdG9yMgwIAxIGTmVhcmJ5GAJY1e0gYAI"
          },
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioSaGFtIHJhZGlvIG9wZXJhdG9yMhMIBhIHT24gc2FsZRgCIgRKAhgBWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+sale&shoprs=CAESBEoCGAEYBioSaGFtIHJhZGlvIG9wZXJhdG9yMhMIBhIHT24gc2FsZRgCIgRKAhgBWNXtIGAC"
          },
          {
            "text": "Get it today",
            "shoprs": "CAESDZoBCgoIEAA4AUAGSAEYFCoSaGFtIHJhZGlvIG9wZXJhdG9yMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFABkgBKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator&shoprs=CAESDZoBCgoIEAA4AUAGSAEYFCoSaGFtIHJhZGlvIG9wZXJhdG9yMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFABkgBKgQQARgBYAI"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMgcIChIDTmV3WNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+ham+radio+operator&shoprs=CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMgcIChIDTmV3WNXtIGAC"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Product Rating",
        "options": [
          {
            "text": "4 and up",
            "shoprs": "CAESBWIDCJADGB4qEmhhbSByYWRpbyBvcGVyYXRvcjIVCB4SCDQgYW5kIHVwIgViAwiQA0AEYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator&shoprs=CAESBWIDCJADGB4qEmhhbSByYWRpbyBvcGVyYXRvcjIVCB4SCDQgYW5kIHVwIgViAwiQA0AEYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Books",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFQm9va3NgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=books+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFQm9va3NgAg"
          },
          {
            "text": "Two-Way Radios",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhIICRIOVHdvLVdheSBSYWRpb3NgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=two-way+radios+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhIICRIOVHdvLVdheSBSYWRpb3NgAg"
          },
          {
            "text": "Posters",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgsICRIHUG9zdGVyc2AC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=posters+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgsICRIHUG9zdGVyc2AC"
          },
          {
            "text": "Music",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFTXVzaWNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=music+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFTXVzaWNgAg"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Type",
        "options": [
          {
            "text": "Mobile",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIGTW9iaWxlOgoInr8sEJuDPDACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=mobile+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIGTW9iaWxlOgoInr8sEJuDPDACWNXtIGAC"
          },
          {
            "text": "Base Station",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhwIARIMQmFzZSBTdGF0aW9uOgoInr8sEKC-LDACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=base+station+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhwIARIMQmFzZSBTdGF0aW9uOgoInr8sEKC-LDACWNXtIGAC"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Maximum Range",
        "options": [
          {
            "text": "Under 1.2 miles range",
            "shoprs": "CAESESoPCLarcRIJEQAAAAAAAABAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjI6CAESFVVuZGVyIDEuMiBtaWxlcyByYW5nZSIRKg8ItqtxEgkRAAAAAAAAAEAqAhgBOggItqtxEAAwBljV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=under+1.2+miles+range+ham+radio+operator&shoprs=CAESESoPCLarcRIJEQAAAAAAAABAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjI6CAESFVVuZGVyIDEuMiBtaWxlcyByYW5nZSIRKg8ItqtxEgkRAAAAAAAAAEAqAhgBOggItqtxEAAwBljV7SBgAg"
          },
          {
            "text": "1.2 \u2013 3.1 miles range",
            "shoprs": "CAESGioYCLarcRISCQAAAAAAAABAEQAAAAAAABRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzEuMiDigJMgMy4xIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAAQBEAAAAAAAAUQComCiIxLjIgbWlsZXMgcmFuZ2UgdG8gMy4xIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=1.2+miles+range+to+3.1+miles+range+ham+radio+operator&shoprs=CAESGioYCLarcRISCQAAAAAAAABAEQAAAAAAABRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzEuMiDigJMgMy4xIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAAQBEAAAAAAAAUQComCiIxLjIgbWlsZXMgcmFuZ2UgdG8gMy4xIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAC"
          },
          {
            "text": "3.1 \u2013 6.2 miles range",
            "shoprs": "CAESGioYCLarcRISCQAAAAAAABRAEQAAAAAAACRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzMuMSDigJMgNi4yIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAUQBEAAAAAAAAkQComCiIzLjEgbWlsZXMgcmFuZ2UgdG8gNi4yIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=3.1+miles+range+to+6.2+miles+range+ham+radio+operator&shoprs=CAESGioYCLarcRISCQAAAAAAABRAEQAAAAAAACRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzMuMSDigJMgNi4yIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAUQBEAAAAAAAAkQComCiIzLjEgbWlsZXMgcmFuZ2UgdG8gNi4yIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAC"
          },
          {
            "text": "6.2 \u2013 12 miles range",
            "shoprs": "CAESGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJnCAESFjYuMiDigJMgMTIgbWlsZXMgcmFuZ2UiGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAKiUKITYuMiBtaWxlcyByYW5nZSB0byAxMiBtaWxlcyByYW5nZRgBOggItqtxEAAwBljV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=6.2+miles+range+to+12+miles+range+ham+radio+operator&shoprs=CAESGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJnCAESFjYuMiDigJMgMTIgbWlsZXMgcmFuZ2UiGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAKiUKITYuMiBtaWxlcyByYW5nZSB0byAxMiBtaWxlcyByYW5nZRgBOggItqtxEAAwBljV7SBgAg"
          },
          {
            "text": "Over 12 miles range",
            "shoprs": "CAESESoPCLarcRIJCQAAAKDnTzNAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjI4CAESE092ZXIgMTIgbWlsZXMgcmFuZ2UiESoPCLarcRIJCQAAAKDnTzNAKgIYAToICLarcRAAMAZY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=over+12+miles+range+ham+radio+operator&shoprs=CAESESoPCLarcRIJCQAAAKDnTzNAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjI4CAESE092ZXIgMTIgbWlsZXMgcmFuZ2UiESoPCLarcRIJCQAAAKDnTzNAKgIYAToICLarcRAAMAZY1e0gYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Frequency",
        "options": [
          {
            "text": "VHF",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVkhGOgoIzMEsEKSWOjACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=vhf+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVkhGOgoIzMEsEKSWOjACWNXtIGAC"
          },
          {
            "text": "UHF",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVUhGOgoIzMEsEKOWOjACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=uhf+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVUhGOgoIzMEsEKOWOjACWNXtIGAC"
          },
          {
            "text": "GMRS",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhQIARIER01SUzoKCMzBLBDOwSwwAljV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=gmrs+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhQIARIER01SUzoKCMzBLBDOwSwwAljV7SBgAg"
          },
          {
            "text": "FRS",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDRlJTOgoIzMEsEM3BLDACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=frs+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDRlJTOgoIzMEsEM3BLDACWNXtIGAC"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Price",
        "options": [
          {
            "text": "Under $200",
            "shoprs": "CAESDRILEQAAAACE16dBGAEYBSoSaGFtIHJhZGlvIG9wZXJhdG9yMiMIBRIKVW5kZXIgJDIwMBgCIg0SCxEAAAAAhNenQRgBKgIYAVjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+under+%24200&shoprs=CAESDRILEQAAAACE16dBGAEYBSoSaGFtIHJhZGlvIG9wZXJhdG9yMiMIBRIKVW5kZXIgJDIwMBgCIg0SCxEAAAAAhNenQRgBKgIYAVjV7SBgAg"
          },
          {
            "text": "Over $200",
            "shoprs": "CAESDRILCQAAAACE16dBGAEYBSoSaGFtIHJhZGlvIG9wZXJhdG9yMiIIBRIJT3ZlciAkMjAwGAIiDRILCQAAAACE16dBGAEqAhgBWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+over+%24200&shoprs=CAESDRILCQAAAACE16dBGAEYBSoSaGFtIHJhZGlvIG9wZXJhdG9yMiIIBRIJT3ZlciAkMjAwGAIiDRILCQAAAACE16dBGAEqAhgBWNXtIGAC"
          }
        ],
        "input_type": "price_range"
      },
      {
        "type": "Stores",
        "options": [
          {
            "text": "eBay",
            "shoprs": "CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMggIAhIEZUJheVjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ebay+ham+radio+operator&shoprs=CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMggIAhIEZUJheVjV7SBgAg"
          },
          {
            "text": "Ham Radio Outlet",
            "shoprs": "CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMhQIAhIQSGFtIFJhZGlvIE91dGxldFjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+outlet+operator&shoprs=CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMhQIAhIQSGFtIFJhZGlvIE91dGxldFjV7SBgAg"
          },
          {
            "text": "Walmart",
            "shoprs": "CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMgsIAhIHV2FsbWFydFjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=walmart+ham+radio+operator&shoprs=CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMgsIAhIHV2FsbWFydFjV7SBgAg"
          },
          {
            "text": "DX Engineering",
            "shoprs": "CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMhIIAhIORFggRW5naW5lZXJpbmdY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dx+engineering+ham+radio+operator&shoprs=CAEYAioSaGFtIHJhZGlvIG9wZXJhdG9yMhIIAhIORFggRW5naW5lZXJpbmdY1e0gYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Genre",
        "options": [
          {
            "text": "Technology",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhoIARIKVGVjaG5vbG9neToKCM6pOhCVrTowAljV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=technology+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhoIARIKVGVjaG5vbG9neToKCM6pOhCVrTowAljV7SBgAg"
          },
          {
            "text": "Study Aids",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhoIARIKU3R1ZHkgQWlkczoKCM6pOhCUrTowAljV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=study+aids+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhoIARIKU3R1ZHkgQWlkczoKCM6pOhCUrTowAljV7SBgAg"
          },
          {
            "text": "Reference",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhkIARIJUmVmZXJlbmNlOgoIzqk6EI2tOjACWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=reference+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhkIARIJUmVmZXJlbmNlOgoIzqk6EI2tOjACWNXtIGAC"
          },
          {
            "text": "Computer",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhgIARIIQ29tcHV0ZXI6CgjOqToQ2ak6MAJY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=computer+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhgIARIIQ29tcHV0ZXI6CgjOqToQ2ak6MAJY1e0gYAI"
          }
        ],
        "input_type": "checkbox"
      },
      {
        "type": "Features",
        "options": [
          {
            "text": "Voice Activated",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMh8IARIPVm9pY2UgQWN0aXZhdGVkOgoI-sIsEPvCLDADWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=voice+activated+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMh8IARIPVm9pY2UgQWN0aXZhdGVkOgoI-sIsEPvCLDADWNXtIGAC"
          },
          {
            "text": "Weather Scanning",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMiAIARIQV2VhdGhlciBTY2FubmluZzoKCJ7DLBCfwywwA1jV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=weather+scanning+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMiAIARIQV2VhdGhlciBTY2FubmluZzoKCJ7DLBCfwywwA1jV7SBgAg"
          },
          {
            "text": "Water Resistant",
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          },
          {
            "text": "With Noise Reduction",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMiYIARIUV2l0aCBOb2lzZSBSZWR1Y3Rpb24YAjoKCM31PBDO9TwwA1jV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+with+noise+reduction&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMiYIARIUV2l0aCBOb2lzZSBSZWR1Y3Rpb24YAjoKCM31PBDO9TwwA1jV7SBgAg"
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        ],
        "input_type": "checkbox"
      },
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        "type": "Channel Count",
        "options": [
          {
            "text": "Under 4 channels",
            "shoprs": "CAESEioQCN7V2gMSCREAAAAAAAAQQBgBKhJoYW0gcmFkaW8gb3BlcmF0b3IyNwgBEhBVbmRlciA0IGNoYW5uZWxzIhIqEAje1doDEgkRAAAAAAAAEEAqAhgBOgkI3tXaAxAAMAZY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=under+4+channels+ham+radio+operator&shoprs=CAESEioQCN7V2gMSCREAAAAAAAAQQBgBKhJoYW0gcmFkaW8gb3BlcmF0b3IyNwgBEhBVbmRlciA0IGNoYW5uZWxzIhIqEAje1doDEgkRAAAAAAAAEEAqAhgBOgkI3tXaAxAAMAZY1e0gYAI"
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            "text": "4 \u2013 43 channels",
            "shoprs": "CAESGyoZCN7V2gMSEgkAAAAAAAAQQBEAAAAAAIBFQBgBKhJoYW0gcmFkaW8gb3BlcmF0b3IyXAgBEhE0IOKAkyA0MyBjaGFubmVscyIbKhkI3tXaAxISCQAAAAAAABBAEQAAAAAAgEVAKh0KGTQgY2hhbm5lbHMgdG8gNDMgY2hhbm5lbHMYAToJCN7V2gMQADAGWNXtIGAC",
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            "text": "43 \u2013 200 channels",
            "shoprs": "CAESGyoZCN7V2gMSEgkAAAAAAIBFQBEAAAAAAABpQBgBKhJoYW0gcmFkaW8gb3BlcmF0b3IyYAgBEhM0MyDigJMgMjAwIGNoYW5uZWxzIhsqGQje1doDEhIJAAAAAACARUARAAAAAAAAaUAqHwobNDMgY2hhbm5lbHMgdG8gMjAwIGNoYW5uZWxzGAE6CQje1doDEAAwBljV7SBgAg",
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            "text": "Over 200 channels",
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        "input_type": "link"
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        "type": "Color",
        "options": [
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            "text": "Orange",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhgIARIGT3JhbmdlOgwIrYKfAhCwgp8CMABY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=orange+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhgIARIGT3JhbmdlOgwIrYKfAhCwgp8CMABY1e0gYAI"
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          {
            "text": "Blue",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIEQmx1ZToMCK2CnwIQs4KfAjAAWNXtIGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=blue+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIEQmx1ZToMCK2CnwIQs4KfAjAAWNXtIGAC"
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        ],
        "input_type": "color"
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        "type": "Instant Channels",
        "options": [
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            "text": "Instant 9",
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          {
            "text": "Instant 19",
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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=instant+19+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhoIARIKSW5zdGFudCAxOToKCKWDPBCahzwwAFjV7SBgAg"
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        ],
        "input_type": "checkbox"
      },
      {
        "type": "Multipack Quantity",
        "options": [
          {
            "text": "2 pack",
            "shoprs": "CAESGyoZCLaCnwISEgkAAAAAAAAAQBEAAAAAAAAAQBgBKhJoYW0gcmFkaW8gb3BlcmF0b3IyNggBEgYyIHBhY2siGyoZCLaCnwISEgkAAAAAAAAAQBEAAAAAAAAAQCoCGAE6CQi2gp8CEAAwBljV7SBgAg",
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          {
            "text": "3 pack",
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        ],
        "input_type": "link"
      },
      {
        "type": "Brand",
        "options": [
          {
            "text": "Baofeng",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhcIARIHQmFvZmVuZzoKCIPzPBDTgUAwAVjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=baofeng+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhcIARIHQmFvZmVuZzoKCIPzPBDTgUAwAVjV7SBgAg"
          },
          {
            "text": "Yaesu",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhUIARIFWWFlc3U6CgiD8zwQ16JAMAFY1e0gYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=yaesu+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhUIARIFWWFlc3U6CgiD8zwQ16JAMAFY1e0gYAI"
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          {
            "text": "Icom",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhQIARIESWNvbToKCIPzPBCTjUAwAVjV7SBgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=icom+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhQIARIESWNvbToKCIPzPBCTjUAwAVjV7SBgAg"
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            "text": "Motorola",
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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=motorola+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhgIARIITW90b3JvbGE6CgiD8zwQ1989MAFY1e0gYAI"
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        "input_type": "checkbox"
      },
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        "type": "Free shipping",
        "options": [
          {
            "text": "Free shipping",
            "shoprs": "CAESBFICEAEYGSoSaGFtIHJhZGlvIG9wZXJhdG9yMhcIGRINRnJlZSBzaGlwcGluZyIEUgIQAWAC",
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        ],
        "input_type": "link"
      },
      {
        "type": "Carousel Filters",
        "options": [
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoSaGFtIHJhZGlvIG9wZXJhdG9yMgwIAxIGTmVhcmJ5GAJY1e0gYAE",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+nearby&shoprs=CAEYAyoSaGFtIHJhZGlvIG9wZXJhdG9yMgwIAxIGTmVhcmJ5GAJY1e0gYAE"
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          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioSaGFtIHJhZGlvIG9wZXJhdG9yMhMIBhIHT24gc2FsZRgCIgRKAhgBWNXtIGAB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator+sale&shoprs=CAESBEoCGAEYBioSaGFtIHJhZGlvIG9wZXJhdG9yMhMIBhIHT24gc2FsZRgCIgRKAhgBWNXtIGAB"
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          {
            "text": "Books",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFQm9va3NgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=books+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFQm9va3NgAQ"
          },
          {
            "text": "Get it today",
            "shoprs": "CAESDZoBCgoIEAA4AUAGSAEYFCoSaGFtIHJhZGlvIG9wZXJhdG9yMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFABkgBKgQQARgBYAE",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=ham+radio+operator&shoprs=CAESDZoBCgoIEAA4AUAGSAEYFCoSaGFtIHJhZGlvIG9wZXJhdG9yMiUIFBIMR2V0IGl0IHRvZGF5Ig2aAQoKCBAAOAFABkgBKgQQARgBYAE"
          },
          {
            "text": "Mobile",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIGTW9iaWxlOgoInr8sEJuDPDACWNXtIGAB",
            "input_type": "checkbox",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=mobile+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhYIARIGTW9iaWxlOgoInr8sEJuDPDACWNXtIGAB"
          },
          {
            "text": "Base Station",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhwIARIMQmFzZSBTdGF0aW9uOgoInr8sEKC-LDACWNXtIGAB",
            "input_type": "checkbox",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=base+station+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhwIARIMQmFzZSBTdGF0aW9uOgoInr8sEKC-LDACWNXtIGAB"
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          {
            "text": "Two-Way Radios",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhIICRIOVHdvLVdheSBSYWRpb3NgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=two-way+radios+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhIICRIOVHdvLVdheSBSYWRpb3NgAQ"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMgcIChIDTmV3WNXtIGAB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+ham+radio+operator&shoprs=CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMgcIChIDTmV3WNXtIGAB"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMggIChIEVXNlZFjV7SBgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+ham+radio+operator&shoprs=CAEYCioSaGFtIHJhZGlvIG9wZXJhdG9yMggIChIEVXNlZFjV7SBgAQ"
          },
          {
            "text": "3.1 \u2013 6.2 miles range",
            "shoprs": "CAESGioYCLarcRISCQAAAAAAABRAEQAAAAAAACRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzMuMSDigJMgNi4yIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAUQBEAAAAAAAAkQComCiIzLjEgbWlsZXMgcmFuZ2UgdG8gNi4yIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=3.1+miles+range+to+6.2+miles+range+ham+radio+operator&shoprs=CAESGioYCLarcRISCQAAAAAAABRAEQAAAAAAACRAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJpCAESFzMuMSDigJMgNi4yIG1pbGVzIHJhbmdlIhoqGAi2q3ESEgkAAAAAAAAUQBEAAAAAAAAkQComCiIzLjEgbWlsZXMgcmFuZ2UgdG8gNi4yIG1pbGVzIHJhbmdlGAE6CAi2q3EQADAGWNXtIGAB"
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            "text": "6.2 \u2013 12 miles range",
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            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=6.2+miles+range+to+12+miles+range+ham+radio+operator&shoprs=CAESGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAGAEqEmhhbSByYWRpbyBvcGVyYXRvcjJnCAESFjYuMiDigJMgMTIgbWlsZXMgcmFuZ2UiGioYCLarcRISCQAAAAAAACRAEQAAAKDnTzNAKiUKITYuMiBtaWxlcyByYW5nZSB0byAxMiBtaWxlcyByYW5nZRgBOggItqtxEAAwBljV7SBgAQ"
          },
          {
            "text": "VHF",
            "shoprs": "CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVkhGOgoIzMEsEKSWOjACWNXtIGAB",
            "input_type": "checkbox",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=vhf+ham+radio+operator&shoprs=CAEYASoSaGFtIHJhZGlvIG9wZXJhdG9yMhMIARIDVkhGOgoIzMEsEKSWOjACWNXtIGAB"
          },
          {
            "text": "Posters",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgsICRIHUG9zdGVyc2AB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=posters+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgsICRIHUG9zdGVyc2AB"
          },
          {
            "text": "Music",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFTXVzaWNgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=music+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgkICRIFTXVzaWNgAQ"
          },
          {
            "text": "Software",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgwICRIIU29mdHdhcmVgAQ",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=software+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMgwICRIIU29mdHdhcmVgAQ"
          },
          {
            "text": "Shirts & Tops",
            "shoprs": "CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhEICRINU2hpcnRzICYgVG9wc2AB",
            "input_type": "link",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=shirts+%26+tops+ham+radio+operator&shoprs=CAEYCSoSaGFtIHJhZGlvIG9wZXJhdG9yMhEICRINU2hpcnRzICYgVG9wc2AB"
          },
          {
            "text": "Under $200",
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Demographics & Temporal

{
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  "age_confidence": 0.9,
  "age_reasoning": "The design references marriage, indicating an adult demographic.",
  "primary_gender": "unisex",
  "gender_confidence": 0.85,
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  "temporal_value": null,
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  "seasonal_activation_months": null,
  "market_seasonality": "consistent",
  "promotion_intensity": "standard",
  "created_at": null
}

Listing Content

{
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    "primary": "I Never Dreamed I'd Marry a Super Sexy Ham Radio Operator T-Shirt",
    "etsy_140": "Super Sexy Ham Radio Operator Spouse T-Shirt - Fun Gift",
    "amazon_200": "I Never Dreamed I'd Marry a Super Sexy Ham Radio Operator T-Shirt - Perfect Gift for Ham Enthusiasts",
    "shopify_70": "Super Sexy Ham Radio Operator Tee"
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  "bullet_points": [
    "Fun and humorous design for spouses of ham radio operators",
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    "Made with high-quality materials for comfort and durability",
    "Ideal for casual wear or ham radio events"
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      "ham radio operator gifts",
      "amateur radio",
      "radio operator",
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      "ham radio gifts",
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      "radio operator",
      "funny ham radio",
      "ham radio spouse",
      "ham radio enthusiast",
      "gift for ham radio",
      "ham radio t-shirt",
      "ham radio apparel",
      "unique ham radio gift",
      "ham radio lover",
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    "secondary": [
      "ham radio operator license",
      "ham radio operator test",
      "ham radio operator map",
      "ham radio operators near me",
      "ham radio operator lookup",
      "ham radio operator jobs"
    ]
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  "item_specifics": {
    "style": "Casual|Funny",
    "theme": [
      "Ham Radio",
      "Spouse Humor"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Casual",
      "Gift"
    ]
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  "created_at": "2026-01-24T09:25:05.066117",
  "updated_at": "2026-01-24T09:25:05.066117"
}

Recommendations (first 5)

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        "color_name": "Forest",
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    "color_rationale": "Analyzed via grid visibility",
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    "autocomplete_boosted": false,
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        "recommendation": "proceed",
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    "created_at": "2026-01-24T09:25:38.797974"
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        "priority": 10,
        "color_hex": "#228b22",
        "reasoning": "Deep green that contrasts well with white, providing a natural and appealing look.",
        "color_name": "Forest",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with stable trend periods and potential gift-giving seasons.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and hobbyist markets like ham radio, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-24T09:25:38.797974"
  },
  {
    "product_type": "hoodie",
    "recommendation_tier": "avoid",
    "confidence_score": 0.041,
    "reasoning": "2/49 POD products are hoodies, making up 4.1% of the market. Hoodies are appropriate for the target demographic.",
    "suggested_price_min": 31.5,
    "suggested_price_max": 38.5,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000000",
        "reasoning": "Classic and strong contrast with white text, ensuring maximum readability.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#374151",
        "reasoning": "Provides a balanced contrast, maintaining readability while offering a softer look than black.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#800000",
        "reasoning": "Rich color that contrasts well with white, adding a touch of elegance.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, offering excellent contrast and readability.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8b0000",
        "reasoning": "Deep color that contrasts well with white, maintaining readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#663399",
        "reasoning": "Strong contrast with white, offering a unique and appealing look.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#c41e3a",
        "reasoning": "Bright and eye-catching, with good contrast for readability.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#b22222",
        "reasoning": "Vibrant color that maintains good contrast with white text.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#228b22",
        "reasoning": "Deep green that contrasts well with white, providing a natural and appealing look.",
        "color_name": "Forest",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with stable trend periods and potential gift-giving seasons.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and hobbyist markets like ham radio, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-24T09:25:38.797974"
  },
  {
    "product_type": "ornament",
    "recommendation_tier": "avoid",
    "confidence_score": 0.041,
    "reasoning": "2/49 POD products are ornaments, representing 4.1% of the market. Ornaments can appeal to hobbyists like ham radio operators.",
    "suggested_price_min": 10.8,
    "suggested_price_max": 13.200000000000001,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000000",
        "reasoning": "Classic and strong contrast with white text, ensuring maximum readability.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#374151",
        "reasoning": "Provides a balanced contrast, maintaining readability while offering a softer look than black.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#800000",
        "reasoning": "Rich color that contrasts well with white, adding a touch of elegance.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, offering excellent contrast and readability.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8b0000",
        "reasoning": "Deep color that contrasts well with white, maintaining readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#663399",
        "reasoning": "Strong contrast with white, offering a unique and appealing look.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#c41e3a",
        "reasoning": "Bright and eye-catching, with good contrast for readability.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#b22222",
        "reasoning": "Vibrant color that maintains good contrast with white text.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#228b22",
        "reasoning": "Deep green that contrasts well with white, providing a natural and appealing look.",
        "color_name": "Forest",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with stable trend periods and potential gift-giving seasons.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and hobbyist markets like ham radio, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-24T09:25:38.797974"
  },
  {
    "product_type": "poster",
    "recommendation_tier": "avoid",
    "confidence_score": 0.02,
    "reasoning": "1/49 POD products are posters, accounting for 2.0% of the market. Posters can be a good fit for enthusiasts to display their interests.",
    "suggested_price_min": 18.0,
    "suggested_price_max": 22.0,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#1f2937",
        "reasoning": "Excellent contrast with white text, making it highly readable and visually appealing.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#000000",
        "reasoning": "Classic and strong contrast with white text, ensuring maximum readability.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#374151",
        "reasoning": "Provides a balanced contrast, maintaining readability while offering a softer look than black.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#800000",
        "reasoning": "Rich color that contrasts well with white, adding a touch of elegance.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#4169e1",
        "reasoning": "Bright and vibrant, offering excellent contrast and readability.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#8b0000",
        "reasoning": "Deep color that contrasts well with white, maintaining readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#663399",
        "reasoning": "Strong contrast with white, offering a unique and appealing look.",
        "color_name": "Heather Team Purple",
        "visibility_score": 9
      },
      {
        "priority": 8,
        "color_hex": "#c41e3a",
        "reasoning": "Bright and eye-catching, with good contrast for readability.",
        "color_name": "Cardinal",
        "visibility_score": 9
      },
      {
        "priority": 9,
        "color_hex": "#b22222",
        "reasoning": "Vibrant color that maintains good contrast with white text.",
        "color_name": "Heather Red",
        "visibility_score": 9
      },
      {
        "priority": 10,
        "color_hex": "#228b22",
        "reasoning": "Deep green that contrasts well with white, providing a natural and appealing look.",
        "color_name": "Forest",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "July,August,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "These months align with stable trend periods and potential gift-giving seasons.",
        "best_months": [
          "July",
          "August",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for niche and hobbyist markets like ham radio, while Amazon and Redbubble offer broader reach.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-24T09:25:38.797974"
  }
]

🎨 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 (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎂 Age Category

⚧ Primary Gender

🎯 Target Personas (2)

Persona #1

Persona #2

🚫 Product Restrictions

Adult Products

Children Products

Drinkware

🏷️ Enhanced Tag Extraction

🎄 Seasonal

👨‍👩‍👧 Relationship

🎨 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: ham radio operator

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

Related:

📊 Trends: 12 Months

🔥 Top Related 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 (5 unique products)

#1 T-SHIRT

#2 MUG

#3 HOODIE

#4 ORNAMENT

#5 POSTER

🎨 Recommended Colors (Top 10)