Product listings often show just the surface like titles, prices, and sellers but most of the real insights lie beneath. Think of variant details, in-stock stores, images, and product features that don’t always appear in the initial Google Shopping results. That’s where the Google Immersive Product API comes in.
In this tutorial, we’ll extract detailed data with Python and Google Immersive API to bridge the gap. First fetching essential product data using the Google Shopping API, and then diving deeper with the Immersive API to uncover every layer of information a product holds. Whether you’re building an e-commerce analytics tool or tracking competitors, this guide will help you extract richer, more structured data efficiently.
Why Scrape Product Data?
Scraping this data can help you in various ways:
- Competitor analysis — Identify how rival brands position their products through packaging text (claims, slogans, ingredients, etc.).
- Market research — Track recurring terms or certifications (like “organic” or “cruelty-free”) to spot emerging trends.
- Product database enrichment — Add missing metadata (e.g., size, variant, flavor) directly from product images.
- Compliance monitoring — Detect misleading or unapproved text on packaging across marketplaces.
- Ad and SEO optimization — Understand which visual keywords brands highlight most to improve your own creatives and listings.
Why use Scrapingdog to scrape Immersive data?
Flow of this task
- We’ll use the Google Shopping API to scrape product listings from the Google shopping results page. In the JSON response, you’ll receive a unique identifier called page_token for each product. This token is specific to that product and will be used to fetch immersive data.
- Once you have the page_token, you can use it in the Google Immersive Product API to extract deeper details, including visual insights, stores, varients, and additional product metadata for that specific item.
Prerequisite
Extract data from the Google Shopping Page
For this tutorial, we are going to scrape data for the query ‘iPhone’ from the Google Shopping page. You can make a request directly from the Google Shopping Scraper playground. Once you type the query, a ready to use Python code will be ready for you in the playground.
You can copy this code and paste it into your Python file. As discussed before, we are going to extract ‘page_token’ to scrape the immersive data in the next step of this tutorial.
import requests
api_key = "your-api-key"
url = "https://api.scrapingdog.com/google_shopping"
params = {
"api_key": api_key,
"query": "iPhone",
"country": "us",
"language": "en",
"page": 0,
"domain": "google.com"
}
response = requests.get(url, params=params)
if response.status_code == 200:
data = response.json()
print(data)
else:
print(f"Request failed with status code: {response.status_code}")
The code is pretty simple, but let me explain to you in a few points:
- First, we are importing the requests library.
- Then we have declared the API url and the personal API key. Do not forget to use your own API key.
- params object is declared with all the parameters we want to pass to the API.
- GET request is made using the requests library.
- If the response is OK, then we are printing the response otherwise, we are printing the error.
Once you run the code, you will get this clean JSON response.
Now, we will pass this token to immersive API in the next section.
eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4ifQ
How to Extract Detailed Product Data Using Google Immersive API
Paste your token in the Google Immersive Product Scraper.
Again you will get a ready to use Python code where we are just passing the token, language, api_key and country code as parameters.
import requests
api_key = "your-api-key"
url = "https://api.scrapingdog.com/google_immersive_product"
params = {
"api_key": api_key,
"page_token": "eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4ifQ",
"country": "us",
"language": "en"
}
response = requests.get(url, params=params)
if response.status_code == 200:
data = response.json()
print(data)
else:
print(f"Request failed with status code: {response.status_code}")
After running this code you will get a clean and well-structured JSON response.
{
"thumbnails": [
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcSJsRYKYxewlztjTF2NIIhrx1SZl9vCWz_-Dpz0f6BlC_9zctFlJ7nOCy9LAmjp4Cs6GukEzUVGxgO67l0wdvzp6P-UTdA54Oyi9C1M87pWh0wnJYYtSeQA_Qo",
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcSjNqK5pa5E6MZaT-P5hoSGN6TPL-UJAdMREd4svs4hE_10vgkx7vn7ktMOmldQoym8l7TaMnWj_NgBivCIWO4o5OaFWTmL0xLw76obT4L-Yq0ut7-6IWX8LKN8",
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcS8pHudgxra9z-szFId-8Q8Au4Kv2ZESrz6r5W8rl8aXnKDGAZJv9LELih5HiYzrDLSZARaMzE8qmny2KAt3Zg7vw63KsW49IgeN_FoHRLmdtdvzRTs7bNJAto",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcRYGxJJejymT2voI-lJ7xVTi-0SFwtVm5N8lOnnxxu7Pq4OtkXXnuq9Uz9jvRz9X_JO3FuIlPS5HZLX0rWYNbejC2hEpaJx4q67ZidBlktBjSJdz5o_MWon",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcSwpUBp-MY-dh8L8lIru65F9qA5YOHy17Tlnou8YRi5n7nCqDgAveRYOx1XlK-eTul_Q5W_wzYzgw3zwMeiELWU9GWIhHZk4Xxhu1p5oYYiyrRC0yJy1Mq15Q",
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcR7yFIa4zHIGAI5pFaWij2_Exku4eXu3xrWbitTLWIOgZOa14wuA7hJeCtV411Epi3oYus8RTh2gQRJZymKE0MKK84wa7K3Lk_cPT-voW55AJCgGoplJH8Y",
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcSz61n3OIlFCB2h0VYKBNPwe7TNsm3GheQlq6e_blgpZ3b2R8xgF3-a0v6S2VuxWr3LiBuoJf1y8rgVwla6bPC_70zbd9abLq4bqIWmgq79ewXFmls-t06aZQ",
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcQbKPeVpzt2Jj9M2XvR2p3uSWgmw8lfHZ-o44GcbLanqF7R33B0w5bu0BSpq5vEhrfs9QFGBcSUPFCcL6ADPSLx5fOXJxaU0THkhDz24oIeu8TKri7IS6SN",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcT7xf1KjJEHbfhvWY4m583M5o9sImYjRNh08KnCGjSpFcDL4uxkjT_vh6F_9zllQEeVwIPw_adUgVi-_y8FduL-UtHEajmrO1WFcy9BrknIxos8J6_Q7mpOLw",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcTSXTjw1gg-gatI6ubksdsEn3_xMijpwrZ7WI7IV0VnrsLl2y9HjoE6X6bXxbu-xrkfjyPZrf2F_j_gtKpWmr70N0pgT6TzDCCvHPWohUmS-u1M5nLJKpP41A",
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcTbeQbUD1vwrN4aDVN04C3rV7EwDox2DGUjzIqgyLVjGjXU-QWC8r4cCi2CCBv0X4oOFyd6tLKwj2psc-n8MZpLkWMRBqK3tsdAdS57MYRCVcfjiLs9jACC",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcSRuwMmG_VBixRGiZ2roKzhlEP99NAdrjLcpZ3DIeGdYqKkezU1sCsl9JjMZY19FsbgzloLGXgW_YN885TxUGKbmdlXr0sa-jvQta5fnJGuvq9K3puZ23V4LA",
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcRwqSuD8ouuQouxWy6EsYbzV5Buw6pmvR8Fl4BUbZUobZuLvRBrEFj5CEta3XZ0_zo2OgnvTArNZan7SOG6UY_uzN2LOCYULo8xlygtTuM36TCftkdUIirt9Yc",
"https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcTiY41OhZVWnsT5SaK2c1TRE75aTDA3kTioPvzKR0bbidj8AsTmYx-cE64_6O0DTY31F9o2Si1zJ9KGqr0dvITFwbtSBqR_MsEyBo33kYXWxwHiK5-gRRXbFKc"
],
"title": "Apple iPhone 17",
"brand": "Apple",
"reviews": 5523,
"rating": "4.6",
"price_range": "$829 - $830",
"stores": [
{
"name": "Apple",
"link": "https://www.apple.com/us/xc/product/MG464LL/A?cppart=UNLOCKED&cid=aos-us-seo-pla-iphone",
"favicon": "https://encrypted-tbn2.gstatic.com/faviconV2?url=https://www.apple.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL",
"title": "iPhone 17 256GB Black Unlocked- Apple",
"ratings": "4.7/5",
"reviews": "15K",
"payment_method": "PayPal accepted",
"extensions": [
"Free next-day delivery",
"In stock",
"14-day returns"
],
"price": "$829.00",
"delivery_fee": "Free",
"tax": "tax",
"total_price": "$829.00"
},
{
"name": "AT&T",
"link": "https://www.att.com/buy/phones/apple-iphone-17-256gb-black.html",
"favicon": "https://encrypted-tbn0.gstatic.com/faviconV2?url=https://www.att.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL",
"title": "Apple iPhone 17 - 256GB - Black - With 36 Installment Payments + Plan",
"ratings": "4.4/5",
"reviews": "43",
"tag": "$23.06",
"extensions": [
"Free delivery",
"In stock",
"14-day returns"
],
"price": "$23.06",
"original_price": "$0.00",
"delivery_fee": "Free",
"tax": "tax",
"total_price": "$830.16"
},
{
"name": "Walmart",
"link": "https://www.walmart.com/ip/T-Mobile-iPhone-17-256GB-Black/17814420047?wmlspartner=wlpa&selectedSellerId=0",
"favicon": "https://encrypted-tbn3.gstatic.com/faviconV2?url=https://www.walmart.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL",
"title": "T-mobile iPhone 17 256gb Black, Size: 256 GB",
"ratings": "4.3/5",
"reviews": "4.6K",
"payment_method": "PayPal, Affirm accepted",
"tag": "$8.00",
"extensions": [
"Delivery $6.99",
"In stock",
"Free 90-day returns"
],
"price": "$8.00",
"original_price": "$587.00",
"delivery_fee": "$6.99",
"tax": "tax",
"total_price": "$785.99"
},
{
"name": "T-Mobile for Business",
"link": "https://www.t-mobile.com/business/cell-phone/apple-iphone-17?sku=195950642803&srsltid=AfmBOopye6OIAbhe-ZpHLQ8P-1ejjMxsQmaX4rIpoYbvvBspBknRrg-fPdY",
"favicon": "https://encrypted-tbn0.gstatic.com/faviconV2?url=https://www.t-mobile.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL",
"title": "Apple iPhone 17 - Black - 256GB | T-Mobile for Business (24 monthly installment payments + plan)",
"ratings": "3.9/5",
"reviews": "179",
"tag": "$34.58",
"extensions": [
"Delivery between Mon - Thu $5",
"See merchant for availability",
"14-day returns"
],
"price": "$34.58",
"original_price": "$0.00",
"delivery_fee": "$5.00",
"tax": "tax",
"total_price": "$834.92"
},
{
"name": "T-Mobile for Business",
"link": "https://www.t-mobile.com/business/cell-phone/apple-iphone-17?sku=195950642803&srsltid=AfmBOoqgFyk3_gFCm18duqq8VCRrHhBYRU2H916lCqHoZaHiwUxcBWPNdrc",
"favicon": "https://encrypted-tbn0.gstatic.com/faviconV2?url=https://www.t-mobile.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL",
"title": "Apple iPhone 17 - Black - 256GB | T-Mobile for Business (+ plan)",
"ratings": "3.9/5",
"reviews": "179",
"extensions": [
"Delivery between Mon - Thu $5",
"See merchant for availability",
"14-day returns"
],
"price": "$829.99",
"delivery_fee": "$5.00",
"tax": "tax",
"total_price": "$834.99"
}
],
"about_the_product": {
"title": "apple.com",
"link": "https://www.apple.com/shop/buy-iphone/iphone-17",
"icon": "https://encrypted-tbn2.gstatic.com/faviconV2?url=https://www.apple.com&client=SHOPPING&size=32&type=FAVICON&fallback_opts=TYPE,SIZE,URL&nfrp=2",
"displayed_link": "apple.com",
"features": [
{
"title": "SIM Card Type",
"value": "Electronic SIM card (e-SIM)"
},
{
"title": "Product Type",
"value": "Smartphone"
},
{
"title": "Hardware Sensors",
"value": "Barometer, Digital compass, Dual ambient light sensor, Gyroscope with high dynamic range, High-g accelerometer, Magnetometer, Proximity sensor"
},
{
"title": "Battery Life",
"value": "Up to 30 hours video playback"
},
{
"title": "Battery Charging Technology",
"value": "Wireless charging, Apple MagSafe wireless charging, Qi, Qi2 (wireless charging standards)"
},
{
"title": "Removable Battery",
"value": "No"
},
{
"title": "Display Size",
"value": "6.3 in"
},
{
"title": "Touch Screen",
"value": "Yes"
},
{
"title": "Display Resolution",
"value": "2622 x 1206 pixels"
},
{
"title": "Display Pixel Density",
"value": "460 ppi"
},
{
"title": "Display Technology",
"value": "Super Retina XDR"
},
{
"title": "Display Type",
"value": "ProMotion"
},
{
"title": "Display Brightness",
"value": "3000 nits max brightness (outdoor)"
},
{
"title": "Display Refresh Rate",
"value": "ProMotion"
},
{
"title": "Display Highlights",
"value": "ProMotion display"
},
{
"title": "Dimensions",
"value": "5.9 in (height)"
},
{
"title": "Form Factor",
"value": "Touch"
},
{
"title": "Durability",
"value": "Latest-generation Ceramic Shield"
},
{
"title": "Weight",
"value": "6.24 oz"
},
{
"title": "Body Material",
"value": "Ceramic Shield"
},
{
"title": "Design Highlights",
"value": "Contoured edges"
},
{
"title": "Supported OS",
"value": "iOS"
},
{
"title": "OS Version",
"value": "iOS 26"
},
{
"title": "Security Highlights",
"value": "Face recognition, Face ID"
},
{
"title": "Ports and Interfaces",
"value": "USB Type-C - 24 pin USB-C"
},
{
"title": "SIM Support",
"value": "Electronic SIM card (e-SIM), Dual-SIM"
},
{
"title": "Wi-Fi",
"value": "IEEE 802.11be"
},
{
"title": "Wireless Interface",
"value": "Bluetooth 6.0, IEEE 802.11be, NFC, Ultra-Wideband (UWB)"
},
{
"title": "Broadband Generation",
"value": "5G"
},
{
"title": "Data Transmission",
"value": "5G NR FR1, DC-HSDPA, EDGE, FDD-LTE, Gigabit LTE, HSPA+, TDD-LTE, VoLTE"
},
{
"title": "GPS Type",
"value": "BeiDou, GLONASS, GPS, Galileo, NavIC, QZSS"
},
{
"title": "Bluetooth",
"value": "6.0"
},
{
"title": "Cell Band",
"value": "N1, n12, n14, n2, n20"
},
{
"title": "NFC",
"value": "Yes"
},
{
"title": "Connectivity Highlights",
"value": "eSIM convenience, Messages via Satellite, Roadside Assistance"
},
{
"title": "Satellite Link",
"value": "Yes (Messages via Satellite)"
},
{
"title": "LTE Band",
"value": "Band 1, Band 12, Band 13, Band 14, Band 17, Band 18, Band 19, Band 2, Band 20, Band 25, Band 26, Band 28, Band 29, Band 3, Band 30, Band 32, Band 34, Band 38, Band 39, Band 4, Band 40, Band 41, Band 42, Band 48, Band 5, Band 53, Band 66, Band 7, Band 71, Band 8"
},
{
"title": "Camera Resolution",
"value": "48 MP"
},
{
"title": "Camera Zoom",
"value": "2x optical zoom (main camera)"
},
{
"title": "Camera Video Resolution",
"value": "Slo-mo video 1920 x 1080 (1080p) at 240 fps (main camera), 1280 x 720 (720p) at 30 fps (main camera)"
},
{
"title": "Camera Aperture",
"value": "F/2.2 (second camera), F/1.6 (main camera), F/1.9 (front camera)"
},
{
"title": "Camera Highlights",
"value": "Center Stage front camera"
},
{
"title": "Digital Zoom",
"value": "10x (main camera)"
},
{
"title": "Camera Lens Count",
"value": "2 (rear cameras)"
},
{
"title": "Focus Adjustment",
"value": "Automatic (main camera), Automatic (front camera)"
},
{
"title": "Camera Light Source",
"value": "True Tone LED flash (main camera), Retina Flash (front camera)"
},
{
"title": "Minimum Focal Length",
"value": "26 mm (main camera)"
},
{
"title": "Included Accessories",
"value": "USB-C to USB-C cable (1 m)"
},
{
"title": "Hearing Aid Compatibility",
"value": "Yes"
},
{
"title": "Supported Media",
"value": "AV1, H.264, HEVC, AAC, APAC"
},
{
"title": "GPU",
"value": "5-core GPU"
},
{
"title": "Number of CPU Cores",
"value": "6-core (processor)"
},
{
"title": "Processor",
"value": "A19 chip"
}
],
"description": "Meet the new iPhone 17. Designed with contoured edges, thinner borders, and durable materials like Ceramic Shield 2 on the front, it looks - and stays - beautiful. You can see and do more of everything you love on a 6.3-inch Super Retina XDR display.5 And enjoy smoother scrolling and more immersive gaming with ProMotion, with an adaptive refresh rate up to 120Hz. Take it for a spin.,Meet the new iPhone 17. Designed with contoured edges, thinner borders, and durable materials like"
},
"more_options": [
{
"title": "Apple iPhone 17 Pro Max",
"thumbnail": "https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcTaVq16OFhlUbj0VZPaDGCFr_yGucNjmVc9Yolo2up2d1_ZF-IO6z6MS5PeC6SNgJ93Y6n19YoWexRj7AP_LYLyw9EAU4WvXF1xVTArqM2HD-nWi7p2FaTU",
"price": "$1,199.99",
"token": "eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiNDMyMTkyNDYzMDY1OTM4MjE3NyIsImNhdGFsb2dpZCI6IjM4NjYxNDc2ODkyODg0MzI1MzAiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIzOTc4NTI1NTQ2MjkwNjIwNzU2IiwiaW1hZ2VEb2NpZCI6IjM3NTg2NTc4MTUwOTQ4MzEwNjUiLCJyZHMiOiJQQ181MTQxNDg1MzI5MjMxMzE3MDM4fFBST0RfUENfNTE0MTQ4NTMyOTIzMTMxNzAzOCIsInF1ZXJ5IjoiaVBob25lIiwiZ3BjaWQiOiI1MTQxNDg1MzI5MjMxMzE3MDM4IiwibWlkIjoiNTc2NDYyODY5NTQ0OTcxNTgwIiwicHZ0IjoiaGciLCJnbCI6InVzIiwiaGwiOiJlbiJ9",
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiNDMyMTkyNDYzMDY1OTM4MjE3NyIsImNhdGFsb2dpZCI6IjM4NjYxNDc2ODkyODg0MzI1MzAiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIzOTc4NTI1NTQ2MjkwNjIwNzU2IiwiaW1hZ2VEb2NpZCI6IjM3NTg2NTc4MTUwOTQ4MzEwNjUiLCJyZHMiOiJQQ181MTQxNDg1MzI5MjMxMzE3MDM4fFBST0RfUENfNTE0MTQ4NTMyOTIzMTMxNzAzOCIsInF1ZXJ5IjoiaVBob25lIiwiZ3BjaWQiOiI1MTQxNDg1MzI5MjMxMzE3MDM4IiwibWlkIjoiNTc2NDYyODY5NTQ0OTcxNTgwIiwicHZ0IjoiaGciLCJnbCI6InVzIiwiaGwiOiJlbiJ9"
},
{
"title": "iPhone 17 Air Price India",
"thumbnail": "https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcTlx9wDN0b0lfX10sP3P-68J6GLzc1tUsl2_7gCSqlolFsdlgc1_axynFB5VNvNzrWFw_ISYE_aQ0j8dmREq72j9cBwO82Y8VLGtIc50cpmgCyzP2Xpedk6",
"price": "$999.00",
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"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9"
},
{
"label": "Black",
"selected": true,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9",
"images": [
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcQWoN4QPFnKYMXW1z6B66NUpVYQq3K6H9RlpMG-JFxJw7lzXOY4LuX4TfjpOqUM74r-sMciscEVEQhMN1nMWG5r0CZQu4284lguwpSUMJe8a5e0rEq0Cnw",
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcQ5NGXNMVKxpE7xWIxdrue8G648DcDfp-JHScLqBF4WJBcchD1yW6W_Ar4yvmRvPnoOygDHANpDGR3pTfI-szMuCdfyHW6VHZBb4B67F0qcisChT7UQPR0pznAH"
]
},
{
"label": "Lavender",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9",
"images": [
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcS9OzDCIrynwrHaL1b5E2KMR5d17qig2P0mNAKcHfCPmWywLNKWc88ljJkzqz2t8V6ZbwFSrlaPB_a-XMn7YmCMcAcuCPnTPXhqEs895hyqYSj93HANkg",
"https://encrypted-tbn1.gstatic.com/shopping?q=tbn:ANd9GcTBLHUqGw__bAwvDYzOJ8jiqMAwxMa3kGlbK7cDXfDNSaMRgz-C7xP_IuouLfMTWQ8XjJPWk9jVDUTh9SAa7hwrxGGwGxN8l08WqKqZwtR27hUYK3J_Jd0G1rs"
]
},
{
"label": "Mist Blue",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9",
"images": [
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcTublZCYaLqAE-pbtMdSF60p6jxiwi3AMtQte5UmrzdSRjAWZdKzO_7nrm6CzZ2q0fY1jEgHfAexAtOcEVWfUHMqK5OIeHn4g7ipMR9iFdlLafIwHkgTQ",
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcR290tyBfR6457ze7VZHGdK1AN8TkR0VNUmlnVlM7YQeFegHYzp4K8cgKvoHVBhXSCgpfeT9_hivqoFF8AOFZJJO8dL3Tih1jvou1FAiVXcPjjh3CahJ8JiZ44"
]
},
{
"label": "Sage",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9",
"images": [
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcR0o8JSWg7GNUthQ2sMO5-UTqu6-DiH9kEIUjDOXtAF5ZwDQHqmHvgXuLy0FOwTQDNfG9tBHpeC7eXoye0ddf_RELatl8EedjW1NmuCAVWLM7KWUQ-TFE0",
"https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcQk4H8YHXQ8jwXxfl9O6nvhr0cx24VAGKkabuEPiT7bCb6R9Kd9zXEL1S9hoRJ0ad43QlEGvdjaes7QLet9A1Pfa3LtcLa36ISE2ZVgAMuRu_Z2Ls4vOxEsyso"
]
},
{
"label": "White",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOm51bGx9",
"images": [
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcQZLLSBMKsavmcXBDgSTS_P_uNBnDXc9RtiN2wdXxz_FjpSRCzBiPCXhXmdmiXhSHt--UKPIyCmirugUYsa4DHhU4HapLsXI02bcaO6S_4zoAIqNCrEJvg",
"https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcSjNqK5pa5E6MZaT-P5hoSGN6TPL-UJAdMREd4svs4hE_10vgkx7vn7ktMOmldQoym8l7TaMnWj_NgBivCIWO4o5OaFWTmL0xLw76obT4L-Yq0ut7-6IWX8LKN8"
]
}
]
},
{
"title": "Storage",
"current_filter": "Storage: 256 GB",
"options": [
{
"label": "Any Storage",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOiJFZzRpQldOdmJHOXlLZ1ZpYkdGamF3In0"
},
{
"label": "256 GB",
"selected": true,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4iLCJwdmYiOiJFZzRpQldOdmJHOXlLZ1ZpYkdGamF3In0"
},
{
"label": "512 GB",
"selected": false,
"availability": true,
"scrapingdog_link": "https://api.scrapingdog.com/google_immersive_product?api_key=670d12181fecbac22c66d410&page_token=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"
}
]
}
]
}
Within this JSON you can see details like:
- Product Media
- Basic Product Info like title, brand, rating, reviews and price_range
- Store Listings
- About the Product
- Variants & Filters
- More Options- Realted or similar products
- Real User Reviews
- Scorecard
- Ratings Breakdown
Storing the data in a CSV file
We will use pandas to store crucial data in a CSV file.
import requests
import pandas as pd
api_key = "your-api-key"
url = "https://api.scrapingdog.com/google_immersive_product"
params = {
"api_key": api_key,
"page_token": "eyJlaSI6IjRWcHJhZDNsQjktaHc4Y1AxS2FTZ1FNIiwicHJvZHVjdGlkIjoiMTE2MjQ4MzczNDk4NTQ4MTg1NSIsImNhdGFsb2dpZCI6IjExNjI0ODM3MzQ5ODU0ODE4NTUiLCJoZWFkbGluZU9mZmVyRG9jaWQiOiIxNTQ0MTY4MDA1NzAyMzI3NDU3OSIsImltYWdlRG9jaWQiOiI4MTk5NTU1NjY2NzIyMjcxNTYwIiwicmRzIjoiUENfNjAyNzE1ODU5NzQ3MjAzNzIwMnxQUk9EX1BDXzYwMjcxNTg1OTc0NzIwMzcyMDIiLCJxdWVyeSI6ImlQaG9uZSIsImdwY2lkIjoiNjAyNzE1ODU5NzQ3MjAzNzIwMiIsIm1pZCI6IjU3NjQ2Mjg2NjU1ODg4MTMyNyIsInB2dCI6ImhnIiwiZ2wiOiJ1cyIsImhsIjoiZW4ifQ",
"country": "us",
"language": "en"
}
response = requests.get(url, params=params)
if response.status_code == 200:
data = response.json()
# Extract useful data
products = []
product_title = data.get("title", "")
product_brand = data.get("brand", "")
product_rating = data.get("rating", "")
product_reviews = data.get("reviews", "")
product_price_range = data.get("price_range", "")
product_description = data.get("about", {}).get("description", "")
# Store info from stores array
stores = data.get("stores", [])
for store in stores:
store_name = store.get("title", "")
store_price = store.get("price", {})
store_rating = store.get("rating", "")
store_reviews = store.get("reviews", "")
store_link = store.get("link", "")
products.append({
"product_title": product_title,
"product_brand": product_brand,
"product_rating": product_rating,
"product_reviews": product_reviews,
"product_price_range": product_price_range,
"product_description": product_description,
"store_name": store_name,
"store_price": store_price,
"store_rating": store_rating,
"store_reviews": store_reviews,
"store_link": store_link
})
# Convert to DataFrame and export
df = pd.DataFrame(products)
df.to_csv("google_immersive_product_data.csv", index=False, encoding='utf-8-sig')
print("✅ Data saved to google_immersive_product_data.csv")
else:
print(f"Request failed with status code: {response.status_code}")
In the above code we are looping over all the arrays and storing them by creating a list. Once you run this code you will see a CSV file inside the folder.
Conclusion
Scraping product data from Google’s immersive listings unlocks insights that go far beyond basic price and title information. With Scrapingdog’s Google Immersive Product API, you can easily access detailed product attributes like features, variants, store prices, and customer ratings, all with a few lines of Python code.
Whether you’re building a price comparison tool, analyzing product trends, or tracking competitor listings, this API helps you collect structured, reliable data at scale. Combine it with the Google Shopping API, and you’ve got a complete setup for deep eCommerce intelligence; fast, accurate, and scalable.
Additional Resources
Web Scraping with Scrapingdog
Scrape the web without the hassle of getting blocked
Web Scraping with Scrapingdog
Scrape the web without the hassle of getting blocked
