We extract wholesale product catalogues, supplier intelligence, MOQs, and factory certifications from Global Sources. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Product Listings objects from globalsources.com. All fields typed and schema-versioned.
"product_id": "P118392049", "title": "Custom Printed Corrugated Shipping Box", "price_fob_min": 0.15, "price_fob_max": 0.45, "currency": "USD", "moq": 1000, "lead_time_days": 15, "supplier_id": "S10029384", "supplier_name": "Shenzhen PackPro Co., Ltd."
| # | product_id | title | category_path | price_fob_min | price_fob_max | currency |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Supplier Profiles objects from globalsources.com. All fields typed and schema-versioned.
"supplier_id": "S10029384", "company_name": "Shenzhen PackPro Co., Ltd.", "verified_status": "Verified Manufacturer", "business_type": "Manufacturer, Trading Company", "year_established": 2012, "response_rate_pct": 98.5, "oem_odm_service": true, "total_employees": "101 - 200 People"
| # | supplier_id | company_name | verified_status | business_type | year_established | location |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Certifications objects from globalsources.com. All fields typed and schema-versioned.
"supplier_id": "S10029384", "certification_type": "Quality Management System", "certificate_name": "ISO 9001:2015", "certificate_number": "QMS-2023-8942", "issued_by": "SGS", "issue_date": "2023-04-15", "expiry_date": "2026-04-14", "verification_status": "Verified"
| # | supplier_id | company_name | certification_type | certificate_name | certificate_number | issued_by |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Trade Show Data objects from globalsources.com. All fields typed and schema-versioned.
"supplier_id": "S10029384", "show_name": "Global Sources Consumer Electronics", "show_edition": "Spring 2026", "booth_number": "11M24", "location": "AsiaWorld-Expo, Hong Kong", "start_date": "2026-04-11", "end_date": "2026-04-14", "featured_products": "['Packaging Boxes', 'Eco-friendly Mailers']"
| # | supplier_id | company_name | show_name | show_edition | booth_number | location |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from globalsources.com. All fields typed and schema-versioned.
"keyword": "corrugated box", "page_number": 1, "rank_position": 4, "product_id": "P118392049", "price_range": "$0.15 - $0.45", "moq": "1000 Pieces", "verified_supplier": true, "sponsored_flag": false
| # | keyword | page_number | rank_position | product_id | title | price_range |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Global Sources scraper navigates complex supplier directories, dynamic product catalogues, and regional bot protections to deliver structured procurement intelligence.
Extract company profiles, business types, year established, export markets, and response metrics for thousands of manufacturers.
Capture product specifications, FOB pricing tiers, MOQs, lead times, and high-resolution images across all B2B categories.
Parse ISO, CE, RoHS, and BSCI audit reports attached to supplier profiles to validate compliance claims.
Map offline trade show booth numbers to online supplier profiles for pre-show planning and post-show follow-ups.
Identify factories offering custom manufacturing services versus trading companies selling off-the-shelf goods.
Track supplier visibility and keyword rankings across Global Sources search results, noting sponsored versus organic placements.
Bypass regional blocks and rate limits using rotating residential proxies and automated CAPTCHA solving.
Maintain a hash index of product catalogues. We only deliver new products or changed prices, reducing your processing overhead.
Render pages from specific geographic regions to capture localised pricing and supplier visibility metrics.
Brief in. Clean data out.
Provide search keywords, category URLs, or specific supplier IDs. We map the extraction schema to your requirements.
We configure Scrapy and Playwright crawlers, proxy rotation, and CAPTCHA handling for globalsources.com.
Schema validation, null-rate checks, and data normalisation ensure FOB prices and MOQs are correctly formatted.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on your defined schedule.
B2B directories present unique scraping challenges: deeply nested categories, dynamic contact reveals, and aggressive rate limiting. Here is how we build resilience.
Many product specifications, pricing tiers, and supplier contact details on Global Sources load dynamically via XHR. We use Playwright to execute JavaScript and intercept background API calls, ensuring complete data capture.
Global Sources heavily restricts request volumes from single IPs. We distribute requests across a large pool of residential proxies, managing session cookies and mimicking human browsing behaviour to avoid blocks.
Search results often cap at a certain page depth. We bypass these limits by programmatically subdividing broad categories into granular sub-queries, ensuring total catalogue extraction without hitting pagination walls.
Suppliers input MOQs and prices in inconsistent formats. Our pipeline parses and normalises these fields into structured numeric values and standard currencies, making the data immediately queryable.
We deploy multiple fallback selectors for critical fields like supplier name and FOB price. If Global Sources updates its DOM structure, our pipeline degrades gracefully and alerts our engineers rather than failing silently.
Supply chain teams aggregate supplier profiles, MOQs, and lead times to build internal vendor discovery databases.
Manufacturers monitor competitor product launches, pricing strategies, and certification claims across global markets.
Logistics, trade finance, and inspection companies identify active exporters and verified manufacturers for targeted outreach.
Analysts track category expansion, OEM/ODM availability, and regional manufacturing hubs to identify supply chain trends.
Buyers cross-reference online catalogues with physical booth locations to optimise their schedules at major sourcing events.
Risk assessment teams verify company establishment dates, employee counts, and ISO certifications before initiating contracts.
"Global Sources holds the critical metadata for Asian manufacturing capabilities, but extracting that intelligence requires navigating complex B2B directory structures."
Building an in-house scraper for B2B directories means constantly fighting CAPTCHAs, writing parsers for inconsistent supplier inputs, and managing proxy pools. DataFlirt handles the extraction infrastructure, delivering clean, normalised wholesale data directly to your warehouse.
Everything supported by our globalsources.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy manages request queues and deduplication, while Playwright handles JavaScript execution for dynamic B2B product pages and supplier profiles.
We route requests through residential proxies, rotating IPs and managing session cookies to mimic legitimate buyer traffic and avoid rate limits.
Raw HTML is parsed and passed through validation scripts to standardise inconsistent supplier inputs like MOQs and FOB prices into strict data types.
Data delivered to where your team already works — no new tooling required.
About globalsources.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory information is generally permissible. DataFlirt extracts only public product catalogues, supplier profiles, and certifications. We do not bypass authentication to access private RFQs or buyer messages.
Suppliers often format MOQs and prices differently. Our extraction pipeline includes a normalisation layer that parses text strings into structured numeric values and standardises currencies for immediate analysis.
Yes. We extract metadata for ISO, CE, RoHS, and BSCI certifications listed on supplier profiles, including certificate numbers, issuing bodies, and validity dates.
Yes. We can extract exhibitor lists, booth numbers, and featured products for Global Sources trade shows, linking them back to the online supplier profiles.
We run pipelines on your defined schedule. Daily, weekly, or monthly refreshes are standard. Delta updates ensure you only process changed records.
Our managed pipelines typically start at 10,000 supplier profiles or 50,000 product listings per run. Contact us for a precise quote based on your target categories.
Yes. We provide a sample extraction of up to 500 products or 100 supplier profiles during the scoping phase to ensure our schema meets your requirements.
20-minute scoping call. Pilot dataset within the week. Production within two. Stop fighting CAPTCHAs and parsing messy B2B directories. Tell us which categories or suppliers you need, and we will deliver the structured data.
