🎨 Design Analysis Report

📊 Pipeline Overview

🖼️ Images

Design

39-Color Grid

🔒 Phase 1.5: Trademark Screening

🔍 Phase 2: SERP Analysis

Similar Products (50)

👥 Demographics Analysis (Phase 5 Enhanced)

🎯 Target Personas (3)

🚫 Product Restrictions

🏷️ Enhanced Tag Extraction

Automated content classification and tagging from Phase 5 LLM analysis

📝 Listing Content (GPT-4o Generated)

📌 Platform-Optimized Titles

📄 Descriptions

✨ Feature Bullet Points (5)

🔑 Keywords & Tags

📦 Item Specifics

🎯 Phase 3: Keyword Analysis

Alternatives

📈 Phase 4: Market Intelligence

🔤 Autocomplete

📊 Trends: 12 Months

📊 Trends: 5 Years

🛍️ Google Shopping: Direct 40 products

🛍️ Google Shopping: Gift 40 products

⏰ Phase 5A: Temporal Classification

🎯 Phase 5: Product Recommendations (5 unique products)

🎨 Recommended Colors (Top 10)

📋 Raw Data

SERP Analysis

{
  "status": "completed",
  "generated_title": "",
  "similar_products_found": 59,
  "product_titles": [
    "Worlds Greatest DOG Grandma Gift Idea for Grandmas Love Dogs Premium T-Shirt - Walmart.com",
    "My Grandpuppy Loves Me Grandma Of Dogs Or Puppy T-Shirt - Seseable",
    "Dog Grandma Shirt - Dog Lover - Dog Nana - Dog Mom - Dog Grandma Tee - Fur - Funny Dog Owner Shirt - Dog Granny - Dog Mawmaw - Dog Owner - Etsy",
    "Amazon.com: Worlds Greatest DOG Grandma Gift Idea for Grandmas Love Dogs Sweatshirt",
    "Amazon.com: #1 dog mom shirt T-Shirt for Men Women : Clothing, Shoes & Jewelry",
    "Worlds Greatest Dog Lover Grandma Grandmother Funny Gift Christmas T-shirt | eBay",
    "Bacia Grandma Gift Worlds Best Dog Bacia Women T-shirt - Seseable",
    "Funny I Love My Pug Dog Grandson For Grandma Or Nana T-Shirt | Seseable UK",
    "World's Greatest Dog Grandma Shirt/tank Top/hoodie - Dog Grandma Gift, Dog Owner Shirt, Gift for Mom, Fur Grandma Shirt, Grandma Shirt, - Etsy",
    "Funny Pug Dog Love For Introvert Grandma Grandpa Unisex Tank Top | Seseable UK",
    "Worlds Best Sharpei Dad Dog Lover Pawprint Unisex T-Shirt | Mazezy",
    "DOG GRANDMA GREATEST DOG GRANDMA DOG GRANDMA GIFTS\" Essential T-Shirt for Sale by sobriowslen | Redbubble",
    "Amazon.com: World's Best Dog Grandma T-Shirt : Clothing, Shoes & Jewelry",
    "Worlds Greatest Dog Grandma Ever Pet Love Women T-shirt | Mazezy",
    "World's Best Dog Grandma Shirt | Animal Hearted Apparel",
    "Amazon.com: World's Best Dog Grandpa Puppy Grandfather Dog Lover Owner Men Women T-Shirt : Clothing, Shoes & Jewelry",
    "World's Greatest Dog Grandma Ever Pet Love Meaningful Women Cropped T-shirt - Monsterry UK",
    "1pc dog grandpa mens t shirt casual polyester - Temu Ireland",
    "Hunde Oma Shirt - Geschenk f\u00fcr Mama, Muttertag Shirt, Hundemama, Fell Enkel, Geschenk f\u00fcr Oma, Hundemama, FellMama, Fell Mama - Etsy.de",
    "Weltweit gr\u00f6\u00dften Hund Oma lustige T-Shirt | Hund Tier Tierfreund Nana stolz T-Shirt | Besten Verk\u00e4ufer Geschenk Kurzarm-Shirt - Etsy.de",
    "World's Greatest Dog Grandma Shirt/tank Top/hoodie - Dog Grandma Gift, Dog Owner Shirt, Gift for Mom, Fur Grandma Shirt, Grandma Shirt, - Etsy Australia",
    "My Grandpuppy Loves Me Grandma Of Dogs Or Puppy Long Sleeve T-Shirt | Seseable UK",
    "Proud German Shepherd Grandma of A German Shepherd Unisex T-shirt - Etsy",
    "Best Dog Grandma Ever Funny Dog Lover - Dog Grandma - T-Shirt | TeePublic",
    "Amazon.com: Dog Grandma Sweat shirt Greatest Dog Grandma Gifts : Clothing, Shoes & Jewelry",
    "Cadeau de grand-m\u00e8re de chien, chemise de grand-m\u00e8re de chien, belle grand-m\u00e8re de chien, grand-m\u00e8re de chien, cadeau de grand-parent de chien, grand-m\u00e8re fi\u00e8re de chien, grand-m\u00e8re de chien - Etsy France",
    "DOG GRANDMA GREATEST DOG GRANDMA DOG GRANDMA GIFTS\" Apron for Sale by sobriowslen | Redbubble",
    "Mama Saurus \u2013 Fierce, Fun & Full of Love! Mother's Frosted Tumblers",
    "Worlds Best Pomeranian Grandma Granddog Dog Lover Women's T-shirt Back Print | Mazezy UK",
    "Inktastic Rockin' the Dog Mom and Grandma Life Women's Plus Size V-Neck T-Shirt - Walmart.com",
    "Dog Grandma Shirt/ Cute Personalized Dog Grandma Gift/ Dog Grandma/ Custom Grandma Gift/ Cute Dog Paw Print Gift for Grandma - Etsy Israel",
    "Dog Grandma Shirt Dog Shirts for Women Dog Lover Shirt Dog Owner Shirt Gifts for Dog Lovers, Dog Owners Best Dog Grandma Shirt Dog T Shirt - Etsy",
    "Mema Grandma Worlds Best Dog Mema T-Shirt | Seseable UK",
    "Dog Grandma Shirt/ Cute Personalized Dog Grandma Gift/ Dog Grandma/ Custom Grandma Gift/ Cute Dog Paw Print Gift for Grandma - Etsy",
    "Dog Grandma Shirt,dog Grandma Shirt,custom Dog Nana Shirt,dog Lover Gift,dog Nana,dog Mom,dog Grandma Tee,funny Dog Owner Shirt,dog Granny - Etsy",
    "Chinese Grandma Nai Nai Grandmother Cute Pink Hearts Nai Nai Old Women T-shirt | Mazezy",
    "Dog Grandma Shirt - World's Best Dog Grandma Graphic T-shirt by Really Awesome Shirts - Etsy",
    "Dalmatian (liver) History Design T-Shirt | Zazzle",
    "Promoted From Dog Grandma To Human Grandma T-Shirt, Funny Grandmother Shirt, | eBay",
    "Dog Grandma Shirt/ Cute Fur Grandbabies Shirt/ Dog Grandma/ Personalized Pets Names Shirt - Etsy",
    "Dog Grandma Shirt/ Cute Fur Grandbabies Shirt/ Dog Grandma/ Personalized Pets Names Shirt - Etsy UK",
    "Mens Worlds Best Dog Grandpa Unisex T-Shirt - Monsterry",
    "Promoted From Dog Grandma To Human Grandma Grandmother T-Shirt | Mazezy UK",
    "Dog Grandma Shirt With Your Grandpups Pet Names - Customize Fur Grandma Shirt With Pet Name - Dog Granny Maw Maw T Shirt - Dog Gma Soft Tee - Etsy",
    "Promoted From Dog Grandma To Human Grandma T-Shirt - Thegiftio",
    "Dog Grandma Shirt, Dog Grandma Gift, Holiday Gift for Dog Grandma, Pawma Shirt, Mothers Day Gift for Dog Grandma,gift for Mom,granddog Shirt - Etsy",
    "Promoted From Dog Grandma To Human Grandma Dog Lovers Shirt & Tank Top - Siriustee.com",
    "Promoted From Dog Grandma To Human Grandma Old Women T-shirt | Mazezy",
    "Cairn Terrier Grandma Shirt, Cairn Terrier Grandma, Cairn Terrier Gifts, Cairn Terrier Shirt, Cairn Terrier Granny, 3230 - Etsy",
    "Dog Grandpa, Unisex Shirt, Dog Grandpa Shirt, Funny Dog Grandpa Gift, Grandpa Shirt - Etsy Israel"
  ],
  "created_at": "2026-01-08T06:29:38.160827"
}

Keyword Analysis

{
  "primary_keyword": "dog grandma",
  "primary_keyword_confidence": 0.5254237288135594,
  "raw_keywords": [
    "Worlds Greatest DOG Grandma Gift Idea for Grandmas Love Dogs Premium T-Shirt - Walmart.com",
    "My Grandpuppy Loves Me Grandma Of Dogs Or Puppy T-Shirt - Seseable",
    "Dog Grandma Shirt - Dog Lover - Dog Nana - Dog Mom - Dog Grandma Tee - Fur - Funny Dog Owner Shirt - Dog Granny - Dog Mawmaw - Dog Owner - Etsy",
    "Amazon.com: Worlds Greatest DOG Grandma Gift Idea for Grandmas Love Dogs Sweatshirt",
    "Amazon.com: #1 dog mom shirt T-Shirt for Men Women : Clothing, Shoes & Jewelry",
    "Worlds Greatest Dog Lover Grandma Grandmother Funny Gift Christmas T-shirt | eBay",
    "Bacia Grandma Gift Worlds Best Dog Bacia Women T-shirt - Seseable",
    "Funny I Love My Pug Dog Grandson For Grandma Or Nana T-Shirt | Seseable UK",
    "World's Greatest Dog Grandma Shirt/tank Top/hoodie - Dog Grandma Gift, Dog Owner Shirt, Gift for Mom, Fur Grandma Shirt, Grandma Shirt, - Etsy",
    "Funny Pug Dog Love For Introvert Grandma Grandpa Unisex Tank Top | Seseable UK",
    "Worlds Best Sharpei Dad Dog Lover Pawprint Unisex T-Shirt | Mazezy",
    "DOG GRANDMA GREATEST DOG GRANDMA DOG GRANDMA GIFTS\" Essential T-Shirt for Sale by sobriowslen | Redbubble",
    "Amazon.com: World's Best Dog Grandma T-Shirt : Clothing, Shoes & Jewelry",
    "Worlds Greatest Dog Grandma Ever Pet Love Women T-shirt | Mazezy",
    "World's Best Dog Grandma Shirt | Animal Hearted Apparel",
    "Amazon.com: World's Best Dog Grandpa Puppy Grandfather Dog Lover Owner Men Women T-Shirt : Clothing, Shoes & Jewelry",
    "World's Greatest Dog Grandma Ever Pet Love Meaningful Women Cropped T-shirt - Monsterry UK",
    "1pc dog grandpa mens t shirt casual polyester - Temu Ireland",
    "Hunde Oma Shirt - Geschenk f\u00fcr Mama, Muttertag Shirt, Hundemama, Fell Enkel, Geschenk f\u00fcr Oma, Hundemama, FellMama, Fell Mama - Etsy.de",
    "Weltweit gr\u00f6\u00dften Hund Oma lustige T-Shirt | Hund Tier Tierfreund Nana stolz T-Shirt | Besten Verk\u00e4ufer Geschenk Kurzarm-Shirt - Etsy.de",
    "World's Greatest Dog Grandma Shirt/tank Top/hoodie - Dog Grandma Gift, Dog Owner Shirt, Gift for Mom, Fur Grandma Shirt, Grandma Shirt, - Etsy Australia",
    "My Grandpuppy Loves Me Grandma Of Dogs Or Puppy Long Sleeve T-Shirt | Seseable UK",
    "Proud German Shepherd Grandma of A German Shepherd Unisex T-shirt - Etsy",
    "Best Dog Grandma Ever Funny Dog Lover - Dog Grandma - T-Shirt | TeePublic",
    "Amazon.com: Dog Grandma Sweat shirt Greatest Dog Grandma Gifts : Clothing, Shoes & Jewelry",
    "Cadeau de grand-m\u00e8re de chien, chemise de grand-m\u00e8re de chien, belle grand-m\u00e8re de chien, grand-m\u00e8re de chien, cadeau de grand-parent de chien, grand-m\u00e8re fi\u00e8re de chien, grand-m\u00e8re de chien - Etsy France",
    "DOG GRANDMA GREATEST DOG GRANDMA DOG GRANDMA GIFTS\" Apron for Sale by sobriowslen | Redbubble",
    "Mama Saurus \u2013 Fierce, Fun & Full of Love! Mother's Frosted Tumblers",
    "Worlds Best Pomeranian Grandma Granddog Dog Lover Women's T-shirt Back Print | Mazezy UK",
    "Inktastic Rockin' the Dog Mom and Grandma Life Women's Plus Size V-Neck T-Shirt - Walmart.com",
    "Dog Grandma Shirt/ Cute Personalized Dog Grandma Gift/ Dog Grandma/ Custom Grandma Gift/ Cute Dog Paw Print Gift for Grandma - Etsy Israel",
    "Dog Grandma Shirt Dog Shirts for Women Dog Lover Shirt Dog Owner Shirt Gifts for Dog Lovers, Dog Owners Best Dog Grandma Shirt Dog T Shirt - Etsy",
    "Mema Grandma Worlds Best Dog Mema T-Shirt | Seseable UK",
    "Dog Grandma Shirt/ Cute Personalized Dog Grandma Gift/ Dog Grandma/ Custom Grandma Gift/ Cute Dog Paw Print Gift for Grandma - Etsy",
    "Dog Grandma Shirt,dog Grandma Shirt,custom Dog Nana Shirt,dog Lover Gift,dog Nana,dog Mom,dog Grandma Tee,funny Dog Owner Shirt,dog Granny - Etsy",
    "Chinese Grandma Nai Nai Grandmother Cute Pink Hearts Nai Nai Old Women T-shirt | Mazezy",
    "Dog Grandma Shirt - World's Best Dog Grandma Graphic T-shirt by Really Awesome Shirts - Etsy",
    "Dalmatian (liver) History Design T-Shirt | Zazzle",
    "Promoted From Dog Grandma To Human Grandma T-Shirt, Funny Grandmother Shirt, | eBay",
    "Dog Grandma Shirt/ Cute Fur Grandbabies Shirt/ Dog Grandma/ Personalized Pets Names Shirt - Etsy",
    "Dog Grandma Shirt/ Cute Fur Grandbabies Shirt/ Dog Grandma/ Personalized Pets Names Shirt - Etsy UK",
    "Mens Worlds Best Dog Grandpa Unisex T-Shirt - Monsterry",
    "Promoted From Dog Grandma To Human Grandma Grandmother T-Shirt | Mazezy UK",
    "Dog Grandma Shirt With Your Grandpups Pet Names - Customize Fur Grandma Shirt With Pet Name - Dog Granny Maw Maw T Shirt - Dog Gma Soft Tee - Etsy",
    "Promoted From Dog Grandma To Human Grandma T-Shirt - Thegiftio",
    "Dog Grandma Shirt, Dog Grandma Gift, Holiday Gift for Dog Grandma, Pawma Shirt, Mothers Day Gift for Dog Grandma,gift for Mom,granddog Shirt - Etsy",
    "Promoted From Dog Grandma To Human Grandma Dog Lovers Shirt & Tank Top - Siriustee.com",
    "Promoted From Dog Grandma To Human Grandma Old Women T-shirt | Mazezy",
    "Cairn Terrier Grandma Shirt, Cairn Terrier Grandma, Cairn Terrier Gifts, Cairn Terrier Shirt, Cairn Terrier Granny, 3230 - Etsy",
    "Dog Grandpa, Unisex Shirt, Dog Grandpa Shirt, Funny Dog Grandpa Gift, Grandpa Shirt - Etsy Israel"
  ],
  "filtered_keywords": [
    "greatest dog",
    "dog owner",
    "dog lover",
    "dog mom"
  ],
  "created_at": "2026-01-08T06:30:10.925376"
}

Autocomplete

{
  "keyword_exists": true,
  "is_popular": true,
  "suggestions": [
    "dog grandma costume",
    "dog grandma gifts",
    "dog grandma shirt",
    "dog grandma sweatshirt",
    "dog grandma names",
    "dog grandma mug",
    "dog grandma ornament",
    "dog grandma meme",
    "dog grandma wolf costume",
    "dog grandma picture frame",
    "dog grandma quotes",
    "dog grandma costume diy",
    "dog grandma svg",
    "dog grandma called",
    "dog grandma halloween costume"
  ],
  "created_at": "2026-01-08T06:30:25.165526"
}

Trends

[
  {
    "timeframe_label": "twelve_months",
    "average_interest": 43.08,
    "peak_interest": 100.0,
    "current_interest": 37.0,
    "trend_direction": "rising",
    "is_seasonal": false,
    "peak_months": [
      "10",
      "12",
      "11"
    ],
    "seasonal_pattern": null,
    "created_at": "2026-01-08T06:30:26.026720",
    "related_queries": [
      {
        "type": "top",
        "query": "cowardly dog grandma",
        "value": 100
      },
      {
        "type": "top",
        "query": "grandma lucy's",
        "value": 99
      },
      {
        "type": "top",
        "query": "courage the cowardly dog",
        "value": 81
      },
      {
        "type": "top",
        "query": "mom",
        "value": 51
      },
      {
        "type": "top",
        "query": "grandma lucy's dog treats",
        "value": 49
      },
      {
        "type": "top",
        "query": "grandma lucy's dog food",
        "value": 47
      },
      {
        "type": "top",
        "query": "cartoon grandma",
        "value": 39
      },
      {
        "type": "top",
        "query": "grandma mae's dog food",
        "value": 37
      },
      {
        "type": "top",
        "query": "dog man",
        "value": 35
      },
      {
        "type": "top",
        "query": "dog grandma gifts",
        "value": 32
      },
      {
        "type": "rising",
        "query": "dog saves grandma",
        "value": 145500
      },
      {
        "type": "rising",
        "query": "eeyore the dog saves grandma",
        "value": 62350
      },
      {
        "type": "rising",
        "query": "grandma got run over by a reindeer lyrics",
        "value": 13900
      },
      {
        "type": "rising",
        "query": "new year's eve",
        "value": 10200
      },
      {
        "type": "rising",
        "query": "epic gamer grandma",
        "value": 400
      },
      {
        "type": "rising",
        "query": "pictures",
        "value": 130
      },
      {
        "type": "rising",
        "query": "grandma lucy's dog treats",
        "value": 60
      }
    ],
    "related_topics": [
      {
        "type": "top",
        "value": 100,
        "topic_id": "/m/0bt9lr",
        "topic_type": "Animal",
        "topic_title": "Dog"
      },
      {
        "type": "top",
        "value": 15,
        "topic_id": "/m/02wbm",
        "topic_type": "Food",
        "topic_title": "Food"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/m/01jbnd",
        "topic_type": "Topic",
        "topic_title": "Dog food"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/g/11c6ty8zk1",
        "topic_type": "Topic",
        "topic_title": "Grandma Lucy's"
      },
      {
        "type": "top",
        "value": 14,
        "topic_id": "/m/03c866",
        "topic_type": "Topic",
        "topic_title": "Grandparent"
      },
      {
        "type": "top",
        "value": 11,
        "topic_id": "/m/01t49s",
        "topic_type": "American animated series",
        "topic_title": "Courage the Cowardly Dog"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/0bcx8x",
        "topic_type": "Topic",
        "topic_title": "Dog biscuit"
      },
      {
        "type": "top",
        "value": 7,
        "topic_id": "/m/0lbxz",
        "topic_type": "Topic",
        "topic_title": "Mother"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/g/11c6tyv3h6",
        "topic_type": "Topic",
        "topic_title": "GRANDMA MAES COUNTRY NATURALS"
      },
      {
        "type": "top",
        "value": 5,
        "topic_id": "/m/0d84n",
        "topic_type": "Topic",
        "topic_title": "Gift"
      },
      {
        "type": "rising",
        "value": 105850,
        "topic_id": "/m/0m5tv",
        "topic_type": "Fictional character",
        "topic_title": "Eeyore"
      },
      {
        "type": "rising",
        "value": 500,
        "topic_id": "/g/11vzpfmq9c",
        "topic_type": "Dog treat",
        "topic_title": "Grandma Lucy's Organic Pumpkin Baked Dog Treats"
      },
      {
        "type": "rising",
        "value": 140,
        "topic_id": "/g/11ln6rtjxz",
        "topic_type": "Dog food",
        "topic_title": "Grandma Lucy's Artisan Chicken Grain-Free Freeze-Dried Dog Food"
      },
      {
        "type": "rising",
        "value": 110,
        "topic_id": "/m/0bcx8x",
        "topic_type": "Topic",
        "topic_title": "Dog biscuit"
      }
    ]
  },
  {
    "timeframe_label": "five_years",
    "average_interest": 40.04,
    "peak_interest": 100.0,
    "current_interest": 37.0,
    "trend_direction": null,
    "is_seasonal": false,
    "peak_months": null,
    "seasonal_pattern": null,
    "created_at": "2026-01-08T06:30:26.141556",
    "evergreen_status": "evergreen",
    "related_queries": [],
    "related_topics": []
  }
]

Shopping (first search only)

{
  "query_variation": "direct",
  "shopping_data": {
    "filters": [
      {
        "type": "Refine results",
        "options": [
          {
            "text": "Nearby",
            "shoprs": "CAEYAyoLZG9nIGdyYW5kbWEyDAgDEgZOZWFyYnkYAljaqSFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+nearby&shoprs=CAEYAyoLZG9nIGdyYW5kbWEyDAgDEgZOZWFyYnkYAljaqSFgAg"
          },
          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioLZG9nIGdyYW5kbWEyEwgGEgdPbiBzYWxlGAIiBEoCGAFY2qkhYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+sale&shoprs=CAESBEoCGAEYBioLZG9nIGdyYW5kbWEyEwgGEgdPbiBzYWxlGAIiBEoCGAFY2qkhYAI"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioLZG9nIGdyYW5kbWEyBwgKEgNOZXdY2qkhYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=new+dog+grandma&shoprs=CAEYCioLZG9nIGdyYW5kbWEyBwgKEgNOZXdY2qkhYAI"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioLZG9nIGdyYW5kbWEyCAgKEgRVc2VkWNqpIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=used+dog+grandma&shoprs=CAEYCioLZG9nIGdyYW5kbWEyCAgKEgRVc2VkWNqpIWAC"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqC2RvZyBncmFuZG1hMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma&shoprs=CAESAmoAGBYqC2RvZyBncmFuZG1hMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAI"
          }
        ],
        "input_type": "link"
      },
      {
        "type": "Category",
        "options": [
          {
            "text": "Dog Costumes",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ29zdHVtZXNgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+costumes+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ29zdHVtZXNgAg"
          },
          {
            "text": "Photography Wall Art",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=photography+wall+art+dog+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAC"
          },
          {
            "text": "Greeting Cards",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEggJEg5HcmVldGluZyBDYXJkc2AC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=greeting+cards+dog+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEggJEg5HcmVldGluZyBDYXJkc2AC"
          },
          {
            "text": "Dog Clothing",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ2xvdGhpbmdgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+clothing+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ2xvdGhpbmdgAg"
          },
          {
            "text": "Dog Shirts",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyDggJEgpEb2cgU2hpcnRzYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+shirts+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyDggJEgpEb2cgU2hpcnRzYAI"
          }
        ],
        "input_type": "link"
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        "type": "Stores",
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            "text": "Etsy",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyCAgCEgRFdHN5WNqpIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=etsy+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyCAgCEgRFdHN5WNqpIWAC"
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            "text": "Walmart",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyCwgCEgdXYWxtYXJ0WNqpIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=walmart+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyCwgCEgdXYWxtYXJ0WNqpIWAC"
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          {
            "text": "Chewy.com",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyDQgCEglDaGV3eS5jb21Y2qkhYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=chewy.com+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyDQgCEglDaGV3eS5jb21Y2qkhYAI"
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        "type": "Price",
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            "shoprs": "CAESDRILEQAAAACAhF5BGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghVbmRlciAkOBgCIg0SCxEAAAAAgIReQRgBKgIYAVjaqSFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+under+%248&shoprs=CAESDRILEQAAAACAhF5BGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghVbmRlciAkOBgCIg0SCxEAAAAAgIReQRgBKgIYAVjaqSFgAg"
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            "shoprs": "CAESFhIUCQAAAACAhF5BEQAAAAA4nGxBGAEYBSoLZG9nIGdyYW5kbWEyKggFEggkOCAtICQxNRgCIhYSFAkAAAAAgIReQREAAAAAOJxsQRgBKgIYAVjaqSFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+between+%248+and+%2415&shoprs=CAESFhIUCQAAAACAhF5BEQAAAAA4nGxBGAEYBSoLZG9nIGdyYW5kbWEyKggFEggkOCAtICQxNRgCIhYSFAkAAAAAgIReQREAAAAAOJxsQRgBKgIYAVjaqSFgAg"
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            "shoprs": "CAESDRILCQAAAAA4nGxBGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghPdmVyICQxNRgCIg0SCwkAAAAAOJxsQRgBKgIYAVjaqSFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+over+%2415&shoprs=CAESDRILCQAAAAA4nGxBGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghPdmVyICQxNRgCIg0SCwkAAAAAOJxsQRgBKgIYAVjaqSFgAg"
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            "text": "Polo Shirt",
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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=polo+shirt+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGggBEgpQb2xvIFNoaXJ0OgoI9f44EPf-ODACWNqpIWAC"
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            "text": "Tank Top",
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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=tank+top+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGAgBEghUYW5rIFRvcDoKCPX-OBC6hDkwAljaqSFgAg"
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        "input_type": "checkbox"
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        "type": "Type",
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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=footwear+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGAgBEghGb290d2VhcjoKCOWcaRDonGkwAljaqSFgAg"
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          {
            "text": "Costume",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyFwgBEgdDb3N0dW1lOgoI5ZxpEI2yaTACWNqpIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=costume+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyFwgBEgdDb3N0dW1lOgoI5ZxpEI2yaTACWNqpIWAC"
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        "input_type": "checkbox"
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            "shoprs": "CAESBFICEAEYGSoLZG9nIGdyYW5kbWEyFwgZEg1GcmVlIHNoaXBwaW5nIgRSAhABYAI",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+free+shipping&shoprs=CAESBFICEAEYGSoLZG9nIGdyYW5kbWEyFwgZEg1GcmVlIHNoaXBwaW5nIgRSAhABYAI"
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        ],
        "input_type": "link"
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        "type": "Brand",
        "options": [
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            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGggBEghQcmludGlmeToMCIPzPBDs5oLJBTABWNqpIWAC",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=printify+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGggBEghQcmludGlmeToMCIPzPBDs5oLJBTABWNqpIWAC"
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            "text": "InterDesign",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGwgBEgtJbnRlckRlc2lnbjoKCIPzPBC14j4wAVjaqSFgAg",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=interdesign+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGwgBEgtJbnRlckRlc2lnbjoKCIPzPBC14j4wAVjaqSFgAg"
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            "text": "Teeinblue",
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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=teeinblue+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGwgBEglUZWVpbmJsdWU6DAiD8zwQpJz2yQUwAVjaqSFgAg"
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          {
            "text": "Comfort Colors",
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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=comfort+colors+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyHwgBEg5Db21mb3J0IENvbG9yczoLCIPzPBC_7qABMAFY2qkhYAI"
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        "input_type": "checkbox"
      },
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        "type": "Carousel Filters",
        "options": [
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            "shoprs": "CAEYAyoLZG9nIGdyYW5kbWEyDAgDEgZOZWFyYnkYAljaqSFgAQ",
            "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=dog+grandma+nearby&shoprs=CAEYAyoLZG9nIGdyYW5kbWEyDAgDEgZOZWFyYnkYAljaqSFgAQ"
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          {
            "text": "On sale",
            "shoprs": "CAESBEoCGAEYBioLZG9nIGdyYW5kbWEyEwgGEgdPbiBzYWxlGAIiBEoCGAFY2qkhYAE",
            "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=dog+grandma+sale&shoprs=CAESBEoCGAEYBioLZG9nIGdyYW5kbWEyEwgGEgdPbiBzYWxlGAIiBEoCGAFY2qkhYAE"
          },
          {
            "text": "Dog Costumes",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ29zdHVtZXNgAQ",
            "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=dog+costumes+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ29zdHVtZXNgAQ"
          },
          {
            "text": "Photography Wall Art",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAB",
            "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=photography+wall+art+dog+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyGAgJEhRQaG90b2dyYXBoeSBXYWxsIEFydGAB"
          },
          {
            "text": "Greeting Cards",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEggJEg5HcmVldGluZyBDYXJkc2AB",
            "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=greeting+cards+dog+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEggJEg5HcmVldGluZyBDYXJkc2AB"
          },
          {
            "text": "Dog Clothing",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ2xvdGhpbmdgAQ",
            "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=dog+clothing+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyEAgJEgxEb2cgQ2xvdGhpbmdgAQ"
          },
          {
            "text": "Dog Shirts",
            "shoprs": "CAEYCSoLZG9nIGdyYW5kbWEyDggJEgpEb2cgU2hpcnRzYAE",
            "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=dog+shirts+grandma&shoprs=CAEYCSoLZG9nIGdyYW5kbWEyDggJEgpEb2cgU2hpcnRzYAE"
          },
          {
            "text": "TikTok Shop",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyDwgCEgtUaWtUb2sgU2hvcFjaqSFgAQ",
            "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=tiktok+shop+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyDwgCEgtUaWtUb2sgU2hvcFjaqSFgAQ"
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            "shoprs": "CAESDRILEQAAAACAhF5BGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghVbmRlciAkOBgCIg0SCxEAAAAAgIReQRgBKgIYAVjaqSFgAQ",
            "input_type": "price_range",
            "serpapi_link": "https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&num=100&q=dog+grandma+under+%248&shoprs=CAESDRILEQAAAACAhF5BGAEYBSoLZG9nIGdyYW5kbWEyIQgFEghVbmRlciAkOBgCIg0SCxEAAAAAgIReQRgBKgIYAVjaqSFgAQ"
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          {
            "text": "Sweatshirt",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNqpIWAB",
            "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=sweatshirt+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGggBEgpTd2VhdHNoaXJ0OgoI9f44EPz-ODACWNqpIWAB"
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          {
            "text": "Statue",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyFggBEgZTdGF0dWU6Cgi6wWwQzMFsMAJY2qkhYAE",
            "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=statue+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyFggBEgZTdGF0dWU6Cgi6wWwQzMFsMAJY2qkhYAE"
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            "text": "Etsy",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyCAgCEgRFdHN5WNqpIWAB",
            "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=etsy+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyCAgCEgRFdHN5WNqpIWAB"
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          {
            "text": "Christmas",
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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=christmas+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGQgBEglDaHJpc3RtYXM6Cgjm0GsQ59BrMABY2qkhYAE"
          },
          {
            "text": "New",
            "shoprs": "CAEYCioLZG9nIGdyYW5kbWEyBwgKEgNOZXdY2qkhYAE",
            "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+dog+grandma&shoprs=CAEYCioLZG9nIGdyYW5kbWEyBwgKEgNOZXdY2qkhYAE"
          },
          {
            "text": "Used",
            "shoprs": "CAEYCioLZG9nIGdyYW5kbWEyCAgKEgRVc2VkWNqpIWAB",
            "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+dog+grandma&shoprs=CAEYCioLZG9nIGdyYW5kbWEyCAgKEgRVc2VkWNqpIWAB"
          },
          {
            "text": "Footwear",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGAgBEghGb290d2VhcjoKCOWcaRDonGkwAljaqSFgAQ",
            "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=footwear+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGAgBEghGb290d2VhcjoKCOWcaRDonGkwAljaqSFgAQ"
          },
          {
            "text": "Costume",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyFwgBEgdDb3N0dW1lOgoI5ZxpEI2yaTACWNqpIWAB",
            "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=costume+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyFwgBEgdDb3N0dW1lOgoI5ZxpEI2yaTACWNqpIWAB"
          },
          {
            "text": "Polo Shirt",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGggBEgpQb2xvIFNoaXJ0OgoI9f44EPf-ODACWNqpIWAB",
            "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=polo+shirt+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGggBEgpQb2xvIFNoaXJ0OgoI9f44EPf-ODACWNqpIWAB"
          },
          {
            "text": "Tank Top",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyGAgBEghUYW5rIFRvcDoKCPX-OBC6hDkwAljaqSFgAQ",
            "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=tank+top+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyGAgBEghUYW5rIFRvcDoKCPX-OBC6hDkwAljaqSFgAQ"
          },
          {
            "text": "Walmart",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyCwgCEgdXYWxtYXJ0WNqpIWAB",
            "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=walmart+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyCwgCEgdXYWxtYXJ0WNqpIWAB"
          },
          {
            "text": "Chewy.com",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyDQgCEglDaGV3eS5jb21Y2qkhYAE",
            "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=chewy.com+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyDQgCEglDaGV3eS5jb21Y2qkhYAE"
          },
          {
            "text": "Small business",
            "shoprs": "CAESAmoAGBYqC2RvZyBncmFuZG1hMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAE",
            "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=dog+grandma&shoprs=CAESAmoAGBYqC2RvZyBncmFuZG1hMhwIFhIOU21hbGwgYnVzaW5lc3MiAmoAKgQQARgBYAE"
          },
          {
            "text": "Cat",
            "shoprs": "CAEYASoLZG9nIGdyYW5kbWEyEwgBEgNDYXQ6Cgj9kWkQ_pFpMABY2qkhYAE",
            "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=cat+dog+grandma&shoprs=CAEYASoLZG9nIGdyYW5kbWEyEwgBEgNDYXQ6Cgj9kWkQ_pFpMABY2qkhYAE"
          },
          {
            "text": "Petco.com",
            "shoprs": "CAEYAioLZG9nIGdyYW5kbWEyDQgCEglQZXRjby5jb21Y2qkhYAE",
            "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=petco.com+dog+grandma&shoprs=CAEYAioLZG9nIGdyYW5kbWEyDQgCEglQZXRjby5jb21Y2qkhYAE"
          },
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Demographics & Temporal

{
  "age_category": "adult",
  "age_confidence": 0.95,
  "age_reasoning": "The term 'grandma' indicates an adult demographic, specifically those in a grandparent life stage or mindset.",
  "primary_gender": "women",
  "gender_confidence": 0.98,
  "gender_reasoning": "The word 'grandma' is a female-specific identifier.",
  "target_personas": [
    "Grandmothers who love their children's dogs",
    "Women who refer to themselves as grandmas to their own pets",
    "Gift buyers for dog-loving grandmothers"
  ],
  "product_restrictions": {
    "allow_drinkware": true,
    "allow_adult_products": true,
    "allow_children_products": false
  },
  "temporal_specificity": "evergreen",
  "temporal_value": null,
  "temporal_start_date": null,
  "temporal_end_date": null,
  "redesign_opportunity": false,
  "temporal_confidence_score": 0.8,
  "visual_reasoning": "LIFECYCLE: The design features the text 'world's GREATEST DOG GRANDMA' in a mix of script and hand-drawn fonts, accompanied by a single paw print graphic. There are no years, dates, or specific holiday symbols present. The theme is a universal expression of a pet-related identity that does not expire.\n\nSEASONALITY: While the design content is evergreen, the 'Grandma' persona is a major target for specific gift-giving holidays. Based on the text 'GRANDMA', demand is expected to peak during Mother's Day (May) and Grandparents Day (September). Additionally, pet-themed apparel is a popular gift choice during the Christmas season (December). No specific Google Trends data was provided, so seasonality is inferred from the target persona and known retail gift-giving cycles.",
  "seasonal_activation_months": [
    5,
    9,
    12
  ],
  "market_seasonality": "holiday_driven",
  "promotion_intensity": "3x_before_holiday",
  "created_at": null
}

Listing Content

{
  "titles": {
    "ebay_80": "World's Greatest Dog Grandma Shirt Funny Dog Lover Gift for Grandma Nana Tee",
    "primary": "World's Greatest Dog Grandma Shirt - Funny Dog Lover Gift for Grandmas",
    "etsy_140": "Dog Grandma Shirt, World's Greatest Dog Grandma Gift, Dog Lover Tee, Grandpuppy Nana Shirt, Dog Mom Gift, Funny Dog Grandma Sweatshirt Style",
    "amazon_200": "World's Greatest Dog Grandma Shirt - Funny Dog Lover Gift Idea for Grandmas Who Love Dogs, Grandpuppy Nana Tee, Dog Mom Apparel for Women",
    "shopify_70": "World's Greatest Dog Grandma Shirt - Dog Lover Gift"
  },
  "descriptions": {
    "seo_optimized": "Celebrate your status as the World's Greatest Dog Grandma with this charming and stylish design. Perfect for grandmothers who adore their grandpuppies or women who treat their own dogs like family, this design features a cute paw print and elegant typography. It makes an ideal dog grandma gift for birthdays, Mother's Day, or just to show off your love for your furry family members.",
    "short_summary": "A cute and stylish 'World's Greatest Dog Grandma' design featuring a paw print, perfect for any proud dog-loving grandmother."
  },
  "bullet_points": [
    "Features the 'World's Greatest Dog Grandma' text with a cute paw print graphic",
    "Perfect gift idea for grandmothers who love their grandpuppies or their own dogs",
    "Available in multiple classic colors including Black, Navy, Asphalt, and Forest",
    "High-quality design printed on soft, durable fabric for long-lasting wear",
    "Great for casual everyday wear, dog park visits, or as a thoughtful Mother's Day gift"
  ],
  "keywords": {
    "primary": [
      "dog grandma",
      "dog grandma gifts",
      "dog grandma shirt",
      "dog grandma sweatshirt",
      "dog grandma names"
    ],
    "etsy_tags": [
      "dog grandma",
      "dog grandma shirt",
      "dog grandma gift",
      "dog lover gift",
      "grandpuppy grandma",
      "nana dog shirt",
      "worlds greatest dog",
      "dog mom shirt",
      "funny dog shirt",
      "pet lover gift",
      "grandma of dogs",
      "dog nana tee",
      "paw print shirt"
    ],
    "secondary": [
      "dog grandma mug",
      "dog grandma ornament",
      "dog grandma meme",
      "greatest dog",
      "dog owner",
      "dog lover"
    ]
  },
  "item_specifics": {
    "style": "Casual|Funny|Cute",
    "theme": [
      "Dogs",
      "Pets",
      "Family",
      "Grandmother"
    ],
    "season": [
      "All Season"
    ],
    "occasion": [
      "Everyday",
      "Casual",
      "Gift",
      "Mother's Day",
      "Birthday"
    ]
  },
  "created_at": "2026-01-08T06:31:37.816711",
  "updated_at": "2026-01-08T06:31:37.816711"
}

Recommendations (first 5)

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    "product_type": "mug",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.412,
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    "suggested_price_min": 17.090999999999998,
    "suggested_price_max": 20.889,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white design, ensuring perfect readability and a classic look.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1b1b2b",
        "reasoning": "A very popular apparel color that offers excellent contrast and a professional, clean appearance.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark charcoal that makes the white text pop while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a4a4a",
        "reasoning": "One of the most popular t-shirt colors; the textured dark background provides superb visibility for white graphics.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1e302e",
        "reasoning": "The deep, dark green tone creates a rich backdrop that allows the white design to stand out clearly.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4b111b",
        "reasoning": "A classic deep red that offers high contrast and a sophisticated look for the 'Grandma' theme.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#8b2244",
        "reasoning": "A vibrant, feminine color that fits the target demographic perfectly while maintaining high readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bold, saturated blue that provides a striking background for the white elements.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a softer, slightly faded black look that still maintains excellent contrast for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A unique and stylish dark color that provides strong contrast and high visual appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "October,November,December",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 1,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Trend analysis indicates rising interest in these months, aligning with gift-giving seasons.",
        "best_months": [
          "October",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products like 'dog grandma' items, while Amazon and Redbubble offer broader exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T06:32:10.024662"
  },
  {
    "product_type": "t-shirt",
    "recommendation_tier": "highly_recommended",
    "confidence_score": 0.371,
    "reasoning": "13/49 POD products are t-shirts. Validated by autocomplete search patterns for 'dog grandma shirt'.",
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    "recommended_colors": [
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        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
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        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
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        "reasoning": "A modern dark charcoal that makes the white text pop while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
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        "priority": 4,
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      },
      {
        "priority": 6,
        "color_hex": "#4b111b",
        "reasoning": "A classic deep red that offers high contrast and a sophisticated look for the 'Grandma' theme.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#8b2244",
        "reasoning": "A vibrant, feminine color that fits the target demographic perfectly while maintaining high readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bold, saturated blue that provides a striking background for the white elements.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a softer, slightly faded black look that still maintains excellent contrast for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A unique and stylish dark color that provides strong contrast and high visual appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "October,November,December",
    "autocomplete_boosted": true,
    "supporting_data": {
      "priority": 2,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Trend analysis indicates rising interest in these months, aligning with gift-giving seasons.",
        "best_months": [
          "October",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products like 'dog grandma' items, while Amazon and Redbubble offer broader exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T06:32:10.024662"
  },
  {
    "product_type": "sweatshirt",
    "recommendation_tier": "acceptable",
    "confidence_score": 0.188,
    "reasoning": "9/49 POD products are sweatshirts. Autocomplete does not show 'dog grandma sweatshirt', but it's a logical product for the target wearer.",
    "suggested_price_min": 25.191,
    "suggested_price_max": 30.789,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white design, ensuring perfect readability and a classic look.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1b1b2b",
        "reasoning": "A very popular apparel color that offers excellent contrast and a professional, clean appearance.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark charcoal that makes the white text pop while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a4a4a",
        "reasoning": "One of the most popular t-shirt colors; the textured dark background provides superb visibility for white graphics.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1e302e",
        "reasoning": "The deep, dark green tone creates a rich backdrop that allows the white design to stand out clearly.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4b111b",
        "reasoning": "A classic deep red that offers high contrast and a sophisticated look for the 'Grandma' theme.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#8b2244",
        "reasoning": "A vibrant, feminine color that fits the target demographic perfectly while maintaining high readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bold, saturated blue that provides a striking background for the white elements.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a softer, slightly faded black look that still maintains excellent contrast for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A unique and stylish dark color that provides strong contrast and high visual appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "October,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 3,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Trend analysis indicates rising interest in these months, aligning with gift-giving seasons.",
        "best_months": [
          "October",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products like 'dog grandma' items, while Amazon and Redbubble offer broader exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T06:32:10.024662"
  },
  {
    "product_type": "socks",
    "recommendation_tier": "avoid",
    "confidence_score": 0.042,
    "reasoning": "2/49 POD products are socks. Although not validated by autocomplete, socks are a unique gift option for dog grandmas.",
    "suggested_price_min": 11.691,
    "suggested_price_max": 14.289000000000001,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white design, ensuring perfect readability and a classic look.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1b1b2b",
        "reasoning": "A very popular apparel color that offers excellent contrast and a professional, clean appearance.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark charcoal that makes the white text pop while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a4a4a",
        "reasoning": "One of the most popular t-shirt colors; the textured dark background provides superb visibility for white graphics.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1e302e",
        "reasoning": "The deep, dark green tone creates a rich backdrop that allows the white design to stand out clearly.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4b111b",
        "reasoning": "A classic deep red that offers high contrast and a sophisticated look for the 'Grandma' theme.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#8b2244",
        "reasoning": "A vibrant, feminine color that fits the target demographic perfectly while maintaining high readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bold, saturated blue that provides a striking background for the white elements.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a softer, slightly faded black look that still maintains excellent contrast for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A unique and stylish dark color that provides strong contrast and high visual appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "October,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 4,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Trend analysis indicates rising interest in these months, aligning with gift-giving seasons.",
        "best_months": [
          "October",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products like 'dog grandma' items, while Amazon and Redbubble offer broader exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T06:32:10.024662"
  },
  {
    "product_type": "yard sign",
    "recommendation_tier": "avoid",
    "confidence_score": 0.042,
    "reasoning": "2/49 POD products are yard signs. Yard signs can be a fun way for dog grandmas to express their love for their granddogs.",
    "suggested_price_min": 14.391,
    "suggested_price_max": 17.589000000000002,
    "pricing_strategy": "mid-market",
    "recommended_colors": [
      {
        "priority": 1,
        "color_hex": "#000000",
        "reasoning": "Provides the maximum possible contrast for the white design, ensuring perfect readability and a classic look.",
        "color_name": "Black",
        "visibility_score": 10
      },
      {
        "priority": 2,
        "color_hex": "#1b1b2b",
        "reasoning": "A very popular apparel color that offers excellent contrast and a professional, clean appearance.",
        "color_name": "Navy",
        "visibility_score": 10
      },
      {
        "priority": 3,
        "color_hex": "#333333",
        "reasoning": "A modern dark charcoal that makes the white text pop while offering a trendy alternative to solid black.",
        "color_name": "Asphalt",
        "visibility_score": 10
      },
      {
        "priority": 4,
        "color_hex": "#4a4a4a",
        "reasoning": "One of the most popular t-shirt colors; the textured dark background provides superb visibility for white graphics.",
        "color_name": "Dark Grey Heather",
        "visibility_score": 10
      },
      {
        "priority": 5,
        "color_hex": "#1e302e",
        "reasoning": "The deep, dark green tone creates a rich backdrop that allows the white design to stand out clearly.",
        "color_name": "Forest",
        "visibility_score": 10
      },
      {
        "priority": 6,
        "color_hex": "#4b111b",
        "reasoning": "A classic deep red that offers high contrast and a sophisticated look for the 'Grandma' theme.",
        "color_name": "Maroon",
        "visibility_score": 10
      },
      {
        "priority": 7,
        "color_hex": "#8b2244",
        "reasoning": "A vibrant, feminine color that fits the target demographic perfectly while maintaining high readability.",
        "color_name": "Berry",
        "visibility_score": 10
      },
      {
        "priority": 8,
        "color_hex": "#002395",
        "reasoning": "A bold, saturated blue that provides a striking background for the white elements.",
        "color_name": "True Royal",
        "visibility_score": 10
      },
      {
        "priority": 9,
        "color_hex": "#2b2b2b",
        "reasoning": "Offers a softer, slightly faded black look that still maintains excellent contrast for the white design.",
        "color_name": "Vintage Black",
        "visibility_score": 10
      },
      {
        "priority": 10,
        "color_hex": "#004d4d",
        "reasoning": "A unique and stylish dark color that provides strong contrast and high visual appeal.",
        "color_name": "Deep Teal",
        "visibility_score": 9
      }
    ],
    "color_rationale": "Analyzed via grid visibility",
    "optimal_season": "October,November,December",
    "autocomplete_boosted": false,
    "supporting_data": {
      "priority": 5,
      "launch_timing": {
        "seasonal": false,
        "reasoning": "Trend analysis indicates rising interest in these months, aligning with gift-giving seasons.",
        "best_months": [
          "October",
          "November",
          "December"
        ]
      },
      "market_viability": {
        "recommendation": "proceed",
        "competition_level": "medium",
        "opportunity_score": 75
      },
      "marketplace_strategy": {
        "reasoning": "Etsy is ideal for personalized and niche products like 'dog grandma' items, while Amazon and Redbubble offer broader exposure.",
        "primary_marketplace": "etsy",
        "secondary_marketplaces": [
          "amazon",
          "redbubble"
        ]
      }
    },
    "created_at": "2026-01-08T06:32:10.024662"
  }
]