We extract supplier profiles, product catalogues, trade leads, and buyer directories from EC21. 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 Supplier Profiles objects from ec21.com. All fields typed and schema-versioned.
"company_id": "EC12345678", "company_name": "Shenzhen Tech Manufacturing Co., Ltd.", "membership_type": "Trade PRO", "country": "China", "business_type": "Manufacturer, Trading Company", "year_established": 2008, "number_of_employees": "101 - 200 People", "certifications": "['ISO 9001', 'CE', 'RoHS']"
| # | company_id | company_name | membership_type | country | business_type | main_products |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Product Listings objects from ec21.com. All fields typed and schema-versioned.
"product_id": "P87654321", "product_title": "Industrial LED High Bay Light 150W", "category": "Lights & Lighting > LED Lighting", "fob_price": "US $25.00 - 35.00 / Piece", "minimum_order_quantity": "100 Pieces", "supply_ability": "10000 Piece/Pieces per Month", "payment_terms": "L/C, T/T, Western Union", "date_updated": "2026-03-14"
| # | product_id | supplier_id | product_title | category | fob_price | minimum_order_quantity |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Trade Leads objects from ec21.com. All fields typed and schema-versioned.
"lead_id": "L98765432", "lead_type": "Buy", "title": "Looking for Copper Wire Scrap", "buyer_country": "India", "date_posted": "2026-04-10", "expiry_date": "2026-05-10", "required_quantity": "50 Metric Tons", "target_price": "Negotiable"
| # | lead_id | lead_type | title | category | buyer_name | buyer_country |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Company Certifications objects from ec21.com. All fields typed and schema-versioned.
"company_id": "EC12345678", "certificate_name": "ISO 9001:2015", "certificate_number": "QMS-2023-098", "issue_date": "2023-01-15", "expiry_date": "2026-01-14", "issued_by": "SGS", "verification_status": "Verified"
| # | company_id | certificate_name | certificate_number | issue_date | expiry_date | issued_by |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from ec21.com. All fields typed and schema-versioned.
"keyword": "solar panels", "search_type": "Products", "position": 3, "entity_id": "P11223344", "membership_badge": "Trade OK", "country": "South Korea", "price_range": "US $50.00 - 80.00", "scraped_at": "2026-05-12T10:15:22Z"
| # | keyword | search_type | position | entity_id | title | country |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our EC21 scraper handles the highly variable DOM structures of B2B profiles, deep pagination limits, and anti-bot systems to deliver clean, normalised supplier and product data.
Extract business type, employee count, revenue brackets, year established, and factory specifications from highly unstructured company pages.
Capture FOB pricing, MOQs, supply ability, port details, and payment terms across thousands of product listings per supplier.
Monitor active buying and selling leads. Extract required quantities, target prices, and expiry dates to feed your sales pipeline.
Extract ISO, CE, and RoHS certification details, including issue dates and verifying bodies, to assess supplier compliance.
Identify Trade PRO, Trade OK, and verified supplier statuses to filter for high-trust manufacturing partners.
Parse supplier data across all regions and categories, normalising country codes and currency formats into a unified schema.
Track organic search positions for specific keywords in both the Products and Suppliers search tabs.
Extract publicly visible contact persons, department names, and corporate website URLs embedded in supplier profiles.
Run continuous pipelines that detect new product uploads or updated trade leads without re-scraping the entire catalogue.
Brief in. Clean data out.
Provide EC21 categories, search keywords, or specific supplier URLs. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for ec21.com.
Schema validation, null-rate checks, and normalisation of unstructured factory specifications before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
B2B directories present unique scraping challenges due to legacy HTML structures and deep pagination. Here is how we maintain pipeline stability.
EC21 employs rate limiting and IP bans for high-volume scrapers. Our crawlers use residential ISP proxies with randomised request timing and full cookie session management to bypass volumetric blocks.
Supplier storefronts on EC21 often use legacy HTML or custom templates. We deploy machine-learning based text classification and multi-layered XPath fallbacks to extract structured fields regardless of layout variations.
EC21 limits search result pagination. We circumvent this by automatically segmenting searches through sub-categories, specific date ranges, and geographical filters to ensure 100% data extraction coverage.
For massive B2B catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs. You get a clean changelog rather than full re-dumps.
Suppliers input MOQs, prices, and capacities in free-text fields. Our pipeline parses and normalises these inputs into structured numeric formats and standard units for immediate database ingestion.
Sales teams extract buying leads and supplier contact details to build highly targeted outbound campaigns.
Procurement teams discover alternative manufacturers, compare factory certifications, and assess production capacities.
Manufacturers track competitor product launches, FOB pricing strategies, and minimum order requirements.
Analysts track trade lead volumes across categories to measure global demand shifts for specific raw materials or components.
Enterprise ERPs ingest product catalogues and pricing updates via webhook to maintain accurate vendor databases.
Risk teams cross-reference EC21 supplier profiles, registration dates, and premium badges against internal vendor vetting systems.
"EC21 holds decades of global B2B trade relationships and supplier capabilities - but none of it is queryable unless you build the pipeline."
Most teams underestimate the investment required: reliable EC21 scraping requires deep pagination handling, CAPTCHA bypass, and normalising highly unstructured company profile HTML. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our ec21.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 handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across global regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About ec21.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory information is generally permissible under applicable laws. DataFlirt targets only public, non-authenticated supplier, product, and trade lead data. We do not extract private messages or circumvent authentication walls. Clients should review EC21 ToS and consult legal counsel for specific use cases.
EC21 suppliers often use free-text fields for specifications. Our pipeline applies regular expressions and custom normalisation logic to extract structured numeric values (like MOQs and FOB prices) from messy text blocks.
We extract all publicly visible buyer information, including company names and countries. However, full email addresses and phone numbers gated behind premium EC21 memberships are not supported.
Real-time pipelines can achieve sub-60-minute latency for specific trade lead categories. Full supplier directory refreshes typically complete within a 24-48 hour window depending on scale.
Yes. The pipeline supports global supplier directories across all listed countries, normalising regional data formats into a single unified schema.
Our smallest packages start at a defined category list or keyword set with weekly delivery. For full-site extractions, we price based on compute volume and delivery frequency. Contact us with your specific requirements.
Absolutely. We provide a sample run of up to 500 supplier profiles or product listings as part of the pre-engagement scoping process to ensure data quality and schema fit.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off supplier directory dump or a continuous trade lead feed - we scope, build, and operate the pipeline. Tell us what you need.
