Avantor VWR Product Search Scraper

# 🚀 Avantor VWR Product Search Scraper

Collect laboratory product data from Avantor/VWR catalogs across multiple countries.

✨ What This Actor Does

This actor collects product records from Avantor search pages and returns structured data for analysis.

It supports:

• Search by keyword
• Start URL mode (including filters embedded in the URL)
• Supplier filter
• Category code filter
• In-stock only filter
• On-sale and clearance filters
• Country-specific catalogs

🔧 Input

Use exactly one mode:

• startUrl mode
• filter-fields mode (searchQuery + optional filters)

Start URL mode

{
  "startUrl": "https://www.avantorsciences.com/es/es/search/si?query=si:relevance:vendor_name:VWR%20Chemicals:stockLevelStatus:inStock",
  "maxItems": 50
}

Filter-fields mode

{
  "searchQuery": "beaker",
  "supplierName": "VWR Chemicals",
  "categoryCode": "549309",
  "inStockOnly": true,
  "onSaleOnly": false,
  "clearanceOnly": false,
  "country": "us",
  "maxItems": 50
}

Notes:

• If startUrl contains query filters, the actor parses and applies them.
• Do not mix startUrl with filter fields in the same run.
• In filter-fields mode, searchQuery is required.
• onSaleOnly and clearanceOnly cannot both be true.
• maxItems and unchecked checkboxes (false) do not count as filters for mode validation.

📊 Output

Each item includes key product information plus extended metadata.

Main overview columns include image, identifiers, pricing, availability, compliance, URL, scrape date, and error.

{
  "imageUrl": "https://digitalassets.avantorsciences.com/...",
  "productName": "SI-2",
  "catalogNumber": "APOSBUP12252-100MG",
  "vwrArticleNumber": "VWRIAPOSBUP12252-100MG",
  "supplierName": "Apollo Scientific",
  "primaryPrice": "€120.50",
  "primaryPriceValue": 120.5,
  "primaryUnitOfMeasure": "EA",
  "currency": "EUR",
  "stockStatus": "inStock",
  "stockLevel": 35,
  "inStock": true,
  "salesStatusCode": "ON_SALE",
  "licenseRequired": false,
  "msdsAvailable": true,
  "category": "549309",
  "productUrl": "https://www.avantorsciences.com/es/es/product/EU1000395671",
  "inquireForPrice": false,
  "crossReferenceCount": 2,
  "scrapedAt": "2026-02-17T20:00:00.000Z"
}

📋 How To Use

1. Create a free account w/ $5 credit
2. Open this actor in Apify
3. Choose one input mode (startUrl or filter fields)
4. Set optional filters and maxItems
5. Run and download results as JSON, CSV, or Excel

🔗 Integrations

• Make
• Zapier
• Slack
• Airbyte
• Google Drive

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✨ Why choose this Actor

	Capability
🎯	Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely.
🔖	Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines.
⚡	Fast. Optimized request patterns return results in seconds, not minutes.
🔁	Always fresh. Every run pulls live data, so the dataset reflects the source as of run time.
🌐	No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage.
🛡️	Reliable. Battle-tested across many runs and edge cases, with graceful error handling.
🚫	No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK.

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ this Actor (this Actor)	$5 free credit, then pay-per-use	Full source coverage	Live per run	Source-native filters supported	⚡ 2 min
Build your own scraper	Engineering hours	Full once built	Whenever you maintain it	Custom code	🐢 Days to weeks
Paid managed APIs	$$$ monthly	Vendor-defined	Live	Vendor-defined	⏳ Hours
Third-party data dumps	Varies	Subset, often stale	Periodic	None	🕒 Variable

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the this Actor page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

📊 Data & Analytics Build trend reports and dashboards from live source data Feed BI tools, warehouses, and ML pipelines with structured records Run periodic snapshots to track changes over time Compare segments, regions, or categories with consistent fields	🏢 Operations & Strategy Monitor competitor moves, pricing, and inventory shifts Build internal directories and lookup tools backed by current data Power workflows that depend on fresh source records Cut manual data-gathering time from hours to minutes
🎯 Marketing & Growth Identify market opportunities and trending topics Research target audiences and customer personas at scale Power lead-generation pipelines with verified records Track sentiment, reviews, or social signals over time	🛠️ Engineering & Product Prototype features that need real-world data without owning a crawler Replace fragile in-house scrapers with a managed Actor Wire datasets into your apps via the Apify API or webhooks Skip the proxy, retry, and parsing maintenance entirely

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

❓ Frequently Asked Questions

🧩 How does it work?

Configure your input in the form, click Start, and the Actor collects the requested records and emits a clean structured dataset. No browser automation, no captchas, no setup.

📏 How accurate is the data?

The Actor pulls data live from the source on every run, so the records reflect what the source publishes at run time. For high-stakes decisions, cross-check against the source directly.

🔁 How often is the dataset refreshed?

Every run fetches live data at the moment of execution. There is no cache or delay: the records you get reflect what the source returned at that moment.

⏰ Can I schedule regular runs?

Yes. Use Apify Schedules to run this Actor on any cron interval (hourly, daily, weekly) and keep a downstream database in sync.

⚖️ Is this data legal to use?

The Actor only collects publicly available information. Review the downstream terms of your specific use case for compliance with local laws and the source's terms of service.

💼 Can I use this data commercially?

Yes, with appropriate attribution where required. You are responsible for complying with applicable licensing terms and any downstream regulatory requirements in your own product.

💳 Do I need a paid Apify plan to use this Actor?

No. The free Apify plan is enough for testing and small runs (10 records per run). A paid plan lifts the limit and gives you access to scheduling, higher concurrency, and larger datasets.

🔁 What happens if a run fails or gets interrupted?

Apify automatically retries transient errors. If a run still fails, you can inspect the log in the Runs tab, fix the input, and re-run. Partial datasets from failed runs are preserved so you never lose progress.

📤 How do I export the data?

Open the Dataset tab after the run completes and download in CSV, Excel, JSON, or XML format. You can also stream the data to your own systems via the Apify API or pre-built integrations.

🚨 Will my run be charged if it returns no results?

Failed runs are not charged. If the source site changes, proxies get rate-limited, or a specific input matches nothing, re-run the Actor or open our contact form and we will investigate.

🆘 What if I need help?

Our support team is here to help. Contact us through the Apify platform or use the Tally contact form linked below.

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🔌 Integrate with any app

this Actor connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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⚠️ Disclaimer

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Avantor or VWR International.