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Amazon Prime Scraper for CSV Export

This Amazon Prime scraper exports Prime-filtered Amazon.com search listings into a structured CSV for ecommerce research, assortment checks, price monitoring, and product discovery. Import the workflow into the UScraper local desktop app, set the search URL and delivery ZIP context, then collect titles, prices, ASINs, product URLs, keywords, star ratings, rating counts, ZIP code, and run time without writing code.

Output

CSV file

Columns

10

Pagination

Next loop

Waits

45s + 2s

Template

Free

What it does

Scrape Amazon Prime products to CSV

Amazon Prime-filtered search pages are useful when you need to understand what Amazon is surfacing for shoppers who care about Prime eligibility, fast delivery, and location-sensitive availability. This template starts from a prebuilt Amazon.com search URL, waits until result cards with ASINs appear, and runs a Structured Export over each listing row.

The automation path is intentionally simple: Navigate -> Wait for Page Load -> Wait for Element -> Structured Export -> Element Exists -> Click Next -> wait, sleep, and loop. If Amazon no longer exposes an enabled Next link, the false branch ends the run cleanly. Because Prime availability can vary by account, browser profile, delivery ZIP, and session state, set the correct ZIP code in the browser profile before running a research batch.

Prime-filtered product data

Capture visible Amazon search listing fields for Prime-filtered results, including title, price, ASIN, product URL, stars, rating count, keyword, ZIP code, and timestamp.

Pagination already wired

The workflow exports the current page, checks Amazon's enabled Next button, clicks it, waits for the next result set, and appends rows to the same CSV.

Ready for spreadsheet review

Use the export in Excel, Sheets, BI tools, enrichment scripts, or manual product-research processes without copying listings by hand.

Local desktop execution

The stock workflow writes the CSV to your configured local folder and does not route output through a hosted scraping actor.

Who uses it

Use cases for Amazon Prime product exports

Marketplace sellers

Prime offer research

Favorable to scraping

Export Amazon Prime products for approved keywords, then compare price ranges, review density, ASIN coverage, and Prime-filtered search visibility before deciding which listings deserve deeper review.

Ecommerce analysts

Location-aware snapshots

Nuanced outcome

Capture the detected ZIP code with every row so repeated exports can separate marketplace movement from delivery-region differences.

Browse the UScraper template library for product-detail, review, search, and marketplace templates that can enrich the first CSV after you identify promising ASINs.


How to use

Configure the Amazon Prime scraper workflow

1

Download and import

Download the hosted JSON template, then import it into UScraper.

2

Set your search and ZIP context

Open the Navigate block and replace the sample hair care URL with an Amazon search URL that keeps the Prime filter active. Set the desired delivery ZIP in the browser profile before the run.

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-prime-scraper.csv.

4

Run the pagination loop

UScraper loads the page, waits for rows, exports current product cards, checks whether Next is enabled, clicks it, waits for reload, sleeps for two seconds, and repeats.

5

Open and audit the CSV

Spot-check ASINs, prices, ZIP code, product URLs, ratings, blank cells, and duplicate rows before using the export for sourcing, reporting, or downstream enrichment.

Output preview

What the Amazon Prime to CSV export includes

amazon-prime-scraper.csv
CSV - UTF-8 - Append

Column

listing_url

The Amazon search results URL for the page that produced the row.

Column

zip_code

Detected delivery ZIP from the browser session when Amazon exposes it.

Column

title

Product title cleaned from the visible search listing card.

Column

price

Visible product price where Amazon renders one.

Column

asin

The product ASIN from the result card or product link fallback.

Column

product_url

Full Amazon product URL built from the visible listing link.

Column

keyword

The search keyword parsed from the current Amazon URL.

Column

stars

Star rating text such as 4.5 out of 5 stars.

Column

rating_count

Visible rating or review count from the listing card.

Column

current_time

Local timestamp when the row was exported.

Sample rows

2 of many

listing_urlzip_codetitlepriceasinproduct_urlkeywordstarsrating_countcurrent_time
10001Sample Hydrating Shampoo and Conditioner Set$24.99B0EXAMPLE1hair care4.6 out of 5 stars8,4126/18/2026, 10:05:31 AM
10001Example Leave-In Treatment with Argan Oil$13.49B0EXAMPLE2hair care4.4 out of 5 stars2,1066/18/2026, 10:05:47 AM
Headers included - each Prime-filtered search page appends matching product rows
Field groupWhy it matters
Product identityASIN, title, product URL, and listing URL help deduplicate rows and revisit source pages for QA.
Prime search contextKeyword, ZIP code, and timestamp make the export easier to compare across location-aware runs.
Commerce signalsPrice, stars, and rating count help filter mature products from sparse or newly surfaced listings.

Frequently asked questions

Amazon Prime-filtered search pages may be publicly visible, but automated collection can still be restricted by Amazon terms, robots directives, intellectual property rights, marketplace policies, privacy law, and local regulations. Keep runs modest, 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 Prime exports

Pacing

Amazon may throttle or challenge automation

Use modest batches, avoid parallel runs against the same search, and increase waits when product cards appear slowly or Amazon shows verification pages.

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 Prime-filtered results.

Policy

Review terms before commercial reuse

Treat the CSV as a research export. Review Amazon policies, robots directives, official 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 download Amazon Prime results into a structured local 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.

Contribute on GitHub

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