Marketplace sellers
Keyword research
Favorable to scraping
Export Amazon products for approved keywords, then compare price bands, review density, Prime labels, and title wording before choosing what to stock or test.
E-commerce Marketplace$50Free
Amazon Product Scraper for CSV Export
This Amazon product scraper exports Amazon.com search result pages into a structured CSV for ecommerce research, catalog monitoring, product discovery, and price checks. Import the workflow into the UScraper local desktop app, replace the sample search URL, and collect titles, prices, ratings, ASINs, product URLs, images, delivery text, and Prime badge data without writing code.
Output
CSV file
Columns
9
Pagination
Next loop
Waits
30s + 2s
Template
Free
What it does
Scrape Amazon product listings to CSV
Amazon search pages are useful when you need a quick view of products Amazon is returning for a keyword. This template opens a search-results URL, waits until result cards with ASINs are visible, then runs a Structured Export over each row. The included export columns cover the product identity, visible commerce data, review signals, image URL, delivery or inventory text, and Prime or badge labels.
The automation path is straightforward: set window size -> navigate -> wait for page load -> wait for product cards -> structured export -> check Next -> click, wait, sleep, and loop. If Amazon no longer exposes an enabled Next button, the workflow ends cleanly. The product URL column also builds a fallback /dp/ASIN link when the visible product anchor is missing.
Amazon product data extractor
Capture product titles, ASINs, prices, ratings, review counts, delivery text, image URLs, and product links from visible search-result cards.
Pagination already wired
The workflow exports the current page, checks the enabled Amazon Next button, clicks it, waits for the next result set, and appends rows to the same CSV.
Built for spreadsheet workflows
Open the output in Excel, Sheets, BI tools, enrichment scripts, or manual product-research processes.
Local desktop execution
The stock template saves the CSV to your configured folder and does not route output through a hosted scraping actor.
Who uses it
Use cases for Amazon product exports
Ecommerce analysts
Catalog monitoring
Favorable to scraping
Build repeatable snapshots for product availability, visible delivery language, ratings, and search-result changes across weekly or campaign-specific checks.
Agencies
Competitive research
Nuanced outcome
Combine this export with sibling workflows like the Amazon Best Sellers Scraper, eBay Data Scraper, and Google Shopping Product Listing Scraper when a marketplace report spans multiple sources.
Browse the UScraper template library for product-detail, review, and search templates that can enrich the first CSV after you identify products worth investigating.
How to use
Configure the Amazon scraper workflow
2
Set your Amazon search URL
Open the Navigate block and replace the sample https://www.amazon.com/s?k=laptop URL with the Amazon search page you are allowed to review.
3
Confirm waits and export path
Keep the page-load and product-card waits in place, then set the Structured Export save folder for amazon_scraper_refined.csv.
4
Run the pagination loop
UScraper loads the page, waits for rows, exports the current product cards, checks whether Next is enabled, clicks it, waits, sleeps for two seconds, and repeats.
5
Open and audit the CSV
Spot-check ASINs, prices, ratings, product URLs, and blank cells before using the export for sourcing, reporting, or downstream enrichment.
Output preview
What the Amazon to CSV export includes
amazon_scraper_refined.csvColumn
asin
The product ASIN from the result card when Amazon exposes it.
Column
title
Product title cleaned from the visible listing card.
Column
price
Visible price text, including currency symbols where rendered.
Column
rating
Star rating text such as 4.5 out of 5 stars.
Column
review_comment_count
Visible rating or review count parsed from result-card labels.
Column
product_url
Canonical product URL, with an ASIN-based fallback when needed.
Column
image_url
Primary product image URL from the search result.
Column
inventory_delivery
Delivery, inventory, or availability text shown on the result card.
Column
prime_or_badge
Prime label, bestseller-style badge, or other visible badge text.
Sample rows
2 of many
| asin | title | price | rating | review_comment_count | product_url | image_url | inventory_delivery | prime_or_badge |
|---|---|---|---|---|---|---|---|---|
| B0EXAMPLE1 | Sample 15.6 Inch Laptop, 16GB RAM, 512GB SSD | $549.99 | 4.4 out of 5 stars | 2,418 | FREE delivery Tue, Jun 24 | Prime | ||
| B0EXAMPLE2 | Example Lightweight Notebook Computer | $699.00 | 4.6 out of 5 stars | 1,083 | Only 7 left in stock | Amazon's Choice |
Headers included - each Amazon search-results page appends matching product rows
| Field group | Why it matters |
|---|---|
| Product identity | ASIN, title, product URL, and image URL help deduplicate products and revisit listing pages for QA. |
| Commerce signals | Price, delivery text, inventory hints, and Prime badges help compare visible offer positioning. |
| Social proof | Rating and review count provide a fast filter for established products versus thin listings. |
Frequently asked questions
Amazon search result pages may be publicly visible, but automated collection can still be limited by Amazon terms, robots directives, intellectual property rights, marketplace policies, privacy law, and local regulations. Use modest runs, do not bypass CAPTCHA or access controls, and get legal review before commercial reuse.
Before you scale
Limits and maintenance notes
Guardrails for reliable Amazon exports
Pacing
Amazon may throttle or challenge automation
Use modest batches, avoid parallel runs against the same search, and increase waits when pages load slowly or product cards appear incomplete.
Selectors
Amazon result layouts change often
Blank prices, missing titles, or empty output usually mean Amazon changed markup, rendered a different card type, or showed an access page instead of results.
Policy
Review terms before commercial reuse
Treat the CSV as a research export. Review Amazon policies, robots directives, API options, and applicable law before redistributing, reselling, or enriching scraped product data.
Download the template, install the local desktop app from UScraper download, and use this workflow when you need to export Amazon products from search results into a structured CSV.
Get Started
Download and use this template instantly
$50Free
What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
Open-source templates
UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.
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