ParseForge Scrapers

Stuller Jewelry Product Scraper

parseforge/stuller-scraper

E-commerceAutomationDeveloper tools

Scrapes Stuller.com product pages and sitemap for jewelry products. Returns title, price, SKU, images, and specifications as flat rows.

Run this scraper See the API call
Total users
3
Monthly active
0
Total runs
190
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Last modified
12 days ago

Overview

ParseForge

Stuller Jewelry Product Scraper

Scrape Stuller jewelry products from any product URL, category, or keyword search, up to a million per run. Every product comes with its title, price, SKU, images, and full specifications. No login or API key. Export to CSV, JSON, Excel, or XML.

Stuller's catalog is huge and changes daily, but there is no public API for bulk product data. This actor reads the public product pages and sitemap directly, filtered by keyword or URL, and returns each match in one fixed schema.

Who uses it What they scrape Stuller for
Jewelry retailers Monitor Stuller's catalog for new products and price changes to keep their own store listings current.
Market researchers Analyze Stuller's product mix, pricing, and trends across categories like rings, diamonds, and findings.
E-commerce managers Build a product feed from Stuller's catalog for price comparison or drop-shipping workflows.
Data analysts Collect structured product data for reporting on inventory, pricing, and category performance.

What it does

This Actor collects Stuller jewelry products by direct URL or sitemap keyword search, and returns each one as a flat row with title, price, SKU, images, and specifications.

  • ๐Ÿ”— Direct URL scraping: paste any Stuller product or category URL and get every product on that page.
  • ๐Ÿ” Keyword search: enter a product name, SKU, or keyword like 'ring' or 'diamond' to pull matching products from the sitemap.
  • ๐Ÿ“Š Structured output: each product is returned as a flat row with title, price, SKU, images, and specifications, ready for CSV or JSON export.
  • โš™๏ธ Flexible limits: set a maximum number of products per run, from 1 to 1,000,000, to control scope and cost.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Stuller data

๐Ÿ“ˆ Monitor price changes.

A jewelry retailer runs the actor daily on a list of Stuller product URLs to track price updates and adjust their own store pricing.

๐Ÿ”Ž Discover new products.

A market researcher uses a keyword search for 'diamond ring' to collect all matching products and analyze trends in styles and price points.

๐Ÿ›’ Build a product feed.

An e-commerce manager scrapes Stuller's sitemap for a category like 'findings' and exports the data to CSV for import into their own store.

๐Ÿ“Š Analyze category performance.

A data analyst collects product data across multiple categories to compare inventory depth, average price, and specification patterns.

Why choose this scraper

What you get
No API key required Scrape public product pages directly without registering an app or managing tokens.
Up-to-date catalog data Get the latest products and prices as they appear on Stuller.com, not a stale snapshot.
Flexible input Use direct URLs for targeted scraping or a keyword search to discover products across the sitemap.
Scalable output Collect up to a million products per run and export to CSV, JSON, Excel, or XML for downstream use.

How it compares

No other Store actor targets Stuller the same way, so the honest comparison is with the alternatives teams actually weigh.

Stuller Jewelry Product Scraper Build it in-house By hand
Setup Run it now, zero config Days of engineering None, but hours per pull
When Stuller changes Maintained for you You fix it You re-learn the page
Proxies, retries, anti-bot Built in Your problem Browser only
Output Fixed JSON schema, CSV/Excel export Whatever you build Copy-paste
Cost Pay per result Engineering time Analyst hours

Configure the run

Drive the Actor from product URLs or a sitemap keyword search, and set a maximum product count to control how many rows are returned. The Input tab lists every parameter.

A first run with the defaults:

{
  "startUrls": [
    {
      "url": "https://www.stuller.com/products/2000149/16271027/?groupId=202326"
    }
  ],
  "maxItems": 10
}

A larger pull:

{
  "startUrls": [
    {
      "url": "https://www.stuller.com/products/2000149/16271027/?groupId=202326"
    }
  ],
  "maxItems": 200
}

Pricing

Pay-per-result: $0.03199 per result collected. You pay only for the results written to your dataset.

Results collected Approximate cost
100 results $3.20
1,000 results $31.99
10,000 results $319.90

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

  1. Create a free Apify account with $5 in credit.
  2. Open the Stuller Jewelry Product Scraper.
  3. Set your inputs and any filters, then click Start.
  4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Stuller through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/stuller-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that your startUrls are valid Stuller product or category URLs, or that your searchQuery matches products in the sitemap. Also ensure maxItems is set to at least 1.

The actor is running slowly or timing out.

Stuller may be rate limiting your requests. Enable proxy configuration with residential proxies and reduce maxItems for smaller runs.

Some product fields are missing in the output.

Not all products have the same specifications. Missing fields will be empty in the dataset. Check the product page to confirm the data exists.

I get an error when using a category URL.

Category pages may have a different structure. Try using a keyword search instead, or provide direct product URLs.

FAQ

Question Answer
Do I need a Stuller account or API key? No. The actor scrapes public product pages and the sitemap, so no login or API key is required.
Can I scrape a specific product by URL? Yes. Paste one or more Stuller product URLs into the startUrls field and the actor will scrape each one directly.
How do I search for products by keyword? Leave startUrls empty and enter a keyword in the searchQuery field. The actor will use the sitemap to find matching products.
What data do I get for each product? Each product row includes title, price, SKU, images, and full specifications as shown on the product page.
Can I limit how many products are scraped? Yes. Set the maxItems field to any number from 1 to 1,000,000 to control the run size.
What export formats are supported? You can export the results to CSV, JSON, Excel, or XML from the Apify dataset.
Does the actor handle pagination? Yes. When scraping category pages or sitemap results, the actor follows pagination to collect all products up to your maxItems limit.
Can I use proxies to avoid rate limits? Yes. Configure the proxy settings in the Advanced section. Residential proxies are recommended for large runs.
Is the data updated in real time? The actor scrapes live pages, so you get the current data as it appears on Stuller.com at the time of the run.
Can I schedule this actor to run automatically? Yes. Use Apify's scheduler to run the actor daily, weekly, or on any custom interval.

Related actors

Browse the full ParseForge collection for more scrapers.

๐Ÿ†˜ Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

โš ๏ธ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Stuller, Inc. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

Input

FieldTypeWhat it doesDefault
startUrls array Stuller.com product URLs to scrape. If provided, the actor will scrape these URLs directly. [{"url":"https://www.stuller.com/product
maxItems integer How many products to collect per run. 10
searchQuery string Filter products from sitemap by keyword (e.g., 'ring', 'diamond'). Used when no Product URLs are provided. not set
useSitemap boolean Fetch product URLs from the Stuller sitemap. Automatically enabled if no Product URLs are provided. false
proxyConfiguration object Proxy settings for avoiding rate limits. Residential proxies recommended for large runs. not set

Pricing

from $23.99 per 1,000 results

Charged forWhat it isPrice each
Actor Start Charged once when the run starts. $0.005
Result Item Charged once per result collected. $0.02399 to $0.03199

Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.

API

One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.

POST ยท run and get results
curl -X POST "https://api.apify.com/v2/acts/parseforge~stuller-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "helloWorld": 123
  }'

Examples

Input that runs as-is.

input.json
{
  "helloWorld": 123
}

Reviews

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Issues

We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.

Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.

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