Marketplace sellers
Demand scouting
Favorable to scraping
Export wished-for products in a category, then review rank, price, rating count, and product URLs before deeper sourcing or profitability checks.
E-commerce Marketplace$50Free
Amazon Most Wished For Scraper by Category
This Amazon Most Wished For scraper exports category and subcategory ranking pages into a structured CSV for product research, merchandising checks, and marketplace demand analysis. Import the workflow into the UScraper local desktop app, edit the Amazon category URLs, and collect product title, product URL, rank, image, review URL, rating, rating count, price, and category context without writing scraper code.
Output
CSV file
Columns
12
Inputs
3 URLs
Waits
45s + sleeps
Template
Free
What it does
Scrape Amazon Most Wished For category rankings to CSV
Amazon Most Wished For pages are useful when you need a category-level view of products shoppers are saving for later. This template behaves like an Amazon product ranking scraper for those lists: it navigates to each configured page, waits for the product cards, reads one row per card, and keeps category and subcategory names beside every product.
The automation path is straightforward: Set Window Size -> Navigate -> Wait for Page Load -> Sleep -> Wait for Element -> Structured Export -> Sleep -> Loop Continue. The Navigate block holds the category URL list, and Loop Continue advances through that list while Structured Export writes in append mode. Replace the URL list with other Amazon Most Wished For category or subcategory pages when your research scope changes.
Ranking data by category
Export rank, product title, product URL, image URL, review URL, rating, review count, price, and the category path visible on the page.
Multi-URL loop included
The bundled graph loops through three Most Wished For URLs and appends every matching product card into one CSV with headers.
Local desktop execution
The stock workflow saves output to your configured local folder and does not send the CSV through a hosted scraping actor.
Editable category inputs
Use the default Amazon Devices examples for testing, then paste in other approved category URLs for your marketplace research.
Who uses it
Use cases for Amazon wishlist and ranking exports
Brand and category teams
Merchandising research
Favorable to scraping
Compare repeated CSV snapshots to see which product types, accessories, and price bands appear in shopper wish activity over time.
Agencies and analysts
Client reporting
Nuanced outcome
Use the export as structured evidence for Amazon ranking data reports, then validate recommendations with official data, manual review, or client-approved tools.
For adjacent Amazon research, pair this template with the Amazon Movers & Shakers Scraper, Amazon Top Lists Scraper, Amazon Product Details Scraper for US, and the full UScraper template library.
How to use
Configure the Amazon Most Wished For scraper workflow
2
Choose category URLs
Keep the default Amazon Devices pages for a test run, or replace the Navigate URL list with other Most Wished For category and subcategory pages you are allowed to review.
3
Confirm waits and export path
Leave the 45-second load and element waits in place for dynamic content, then set the save folder for amazon_most_wished_for_scraper.csv.
4
Run the loop
UScraper opens each URL, waits for .p13n-sc-uncoverable-faceout product cards, exports rows, sleeps briefly, and advances to the next URL.
5
Open and audit the CSV
Spot-check ranking order, missing prices, blank ratings, duplicate products, and any Amazon access page before using the file in reporting or enrichment.
Output preview
What the Amazon Most Wished CSV includes
The CSV is designed for category comparison, not just a thin product list. Category fields repeat on every row so you can combine multiple URLs, filter by subcategory, and join the export to downstream product-detail or review datasets.
| subcategory_name | sub_subcategory_name | ranking | product_title | rating | rating_count | price |
|---|---|---|---|---|---|---|
| Most Wished For in Amazon Devices | Amazon Devices | #1 | Sample streaming device with voice remote | 4.6 out of 5 stars | 128,430 | $39.99 |
| Most Wished For in Amazon Devices | Adapters & Connectors | #7 | Sample USB-C power adapter | 4.5 out of 5 stars | 18,204 | $14.99 |
| Most Wished For in Amazon Devices | Amazon Devices | #31 | Sample smart display bundle | 4.7 out of 5 stars | 52,118 | $89.99 |
amazon_most_wished_for_scraper.csvColumn
subcategory_url
Parent category URL inferred from the page navigation when available.
Column
subcategory_name
Parent Most Wished For category name.
Column
sub_subcategory_name
Current category or subcategory name from the page heading or navigation.
Column
sub_subcategory_url
The current Amazon Most Wished For page URL.
Column
product_title
Visible product title, with image alt text as a fallback.
Column
product_url
Amazon product detail URL from the product card.
Column
ranking
Visible rank badge, or calculated rank from page and row position.
Column
product_image_url
Best available product image URL.
Column
product_review_url
Visible reviews link when Amazon renders it.
Column
rating
Visible star-rating text.
Column
rating_count
Visible rating or review count text.
Column
price
Visible price text where Amazon displays it.
Headers included - every configured Amazon Most Wished For URL appends matching product rows
Frequently asked questions
Amazon Most Wished For pages may be publicly visible, but automated collection can still be limited by Amazon Conditions of Use, robots rules, marketplace policies, intellectual property rights, privacy law, and local regulations. Keep runs modest, do not bypass CAPTCHA or access controls, and get legal review before using exports commercially.
Before you scale
Limits and maintenance notes
Guardrails for reliable Amazon category exports
Rate limits
Amazon may throttle or challenge automation
Use modest batches, avoid parallel runs against the same marketplace, and increase waits when product cards load slowly or access pages appear.
Selector drift
Most Wished For cards can change by category or region
Blank titles, missing ranks, or empty price fields usually mean Amazon rendered a different layout, hid a field, or returned a non-product page.
Compliance
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 ranking data from Most Wished For pages 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
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