We extract certified supplier lists, material standards, and facility compliance records from Textile Exchange. 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 Certified Suppliers objects from textileexchange.org. All fields typed and schema-versioned.
"company_name": "Apex Textiles Ltd.", "country": "Bangladesh", "certification_type": "Global Recycled Standard (GRS)", "status": "Active", "expiry_date": "2025-11-30", "cb_name": "Control Union Certifications", "facility_id": "FAC-89211"
| # | company_name | country | region | certification_type | status | scope |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Material Standards objects from textileexchange.org. All fields typed and schema-versioned.
"standard_name": "Responsible Down Standard", "acronym": "RDS", "version": "3.0", "focus_area": "Animal Welfare", "certified_entities": 4192, "release_date": "2019-07-01", "tier_level": "Farm to Brand"
| # | standard_name | acronym | version | focus_area | certified_entities | release_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Facilities objects from textileexchange.org. All fields typed and schema-versioned.
"facility_name": "GreenDye Processing Unit 4", "country": "Vietnam", "processing_steps": "['Dyeing', 'Finishing']", "materials_handled": "['Recycled Polyester', 'Organic Cotton']", "certification_status": "Certified", "audit_date": "2024-02-14", "parent_company": "GreenDye Holdings"
| # | facility_name | address | country | processing_steps | materials_handled | certification_status |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Certification Bodies objects from textileexchange.org. All fields typed and schema-versioned.
"cb_name": "Control Union Certifications", "region": "Global", "standards_authorized": "['GRS', 'RCS', 'OCS', 'RDS']", "active_clients": 12450, "accreditation_status": "Accredited", "headquarters": "Netherlands", "website": "certifications.controlunion.com"
| # | cb_name | region | standards_authorized | active_clients | contact_email | website |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Supply Chain Scope objects from textileexchange.org. All fields typed and schema-versioned.
"scope_certificate_number": "SC-2024-99821", "issue_date": "2024-01-15", "valid_until": "2025-01-14", "product_categories": "['Woven Fabrics', 'Apparel']", "material_composition": "100% Recycled Cotton", "standard_claimed": "GRS", "supplier_tier": "Tier 2"
| # | scope_certificate_number | issue_date | valid_until | product_categories | material_composition | standard_claimed |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Textile Exchange scraper bypasses search portal limitations, normalises complex certification tables, and tracks expiry dates across thousands of global facilities.
Extract complete facility details, parent company mappings, and regional data from the public supplier directory.
Isolate records by specific standards — GRS, RCS, OCS, RDS, RWS, RMS, and RAS — maintaining distinct schemas per standard.
Monitor issue and expiry dates for scope certificates to identify suppliers falling out of compliance.
Traverse deeply paginated search results heavily reliant on JavaScript and dynamic DOM updates.
Extract and normalise facility addresses, regions, and countries for supply chain risk analysis.
Track which auditing bodies are authorising specific standards and map their active client networks.
Extract detailed percentage breakdowns of certified materials from scope certificate records.
Identify newly certified facilities or revoked certificates via hash-based diffing on daily runs.
Run one-off bulk exports or configure continuous pipelines at weekly or monthly cadences.
Brief in. Clean data out.
Provide target standards, regions, or specific supplier names. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and JS execution for the search portals.
Schema validation, null-rate checks, and data normalisation rules applied before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting from dynamic compliance directories requires specific handling for JavaScript search interfaces and complex table structures.
Textile Exchange's supplier and certification directories rely heavily on client-side rendering. We run full Playwright browser sessions to execute JavaScript, trigger search filters, and load paginated results that headless HTTP clients miss entirely.
Certification records often contain nested tables detailing multiple facilities, processing steps, and material compositions. Our parsers flatten this data into normalised relational structures suitable for SQL databases.
Frequent scraping of search portals triggers rate limits. Our crawlers use residential ISP proxies with realistic browser fingerprints and randomised request timing to maintain uninterrupted access.
For large supplier catalogues, we maintain a hash index of last-seen values per facility. Subsequent runs only push diffs — reducing compute cost and downstream processing load. You get a clean changelog of compliance status changes.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, schema drift, and coverage drops — and respond before you notice.
Fashion brands cross-reference their supplier lists against active certification databases to ensure compliance.
Sustainability teams aggregate certified facility data to support annual ESG disclosures and impact reports.
Procurement teams identify new suppliers holding specific certifications (e.g., GRS or RDS) in target regions.
Analysts map the certified supply chains of competitor brands to understand their material sourcing strategies.
Audit firms track certification body activity and monitor the validity periods of scope certificates globally.
Industry analysts track the growth of specific standards (like recycled polyester) across different manufacturing hubs.
"Textile Exchange holds the critical compliance records for global fashion supply chains — but querying this data at scale requires purpose-built extraction infrastructure."
Most teams underestimate the investment required: reliable compliance scraping requires residential proxies, full JavaScript rendering for search portals, complex table normalisation, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis — not the infrastructure.
Everything supported by our textileexchange.org 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 textileexchange.org scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from directories is generally permissible under applicable law. DataFlirt targets only public, non-authenticated supplier and certification data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review Terms of Service and consult legal counsel for specific use cases.
We use full Playwright browser sessions to interact with JavaScript-heavy search portals, triggering filters and handling pagination exactly as a human user would, capturing data that standard HTTP requests miss.
We extract data for all publicly listed standards including Global Recycled Standard (GRS), Recycled Claim Standard (RCS), Organic Content Standard (OCS), Responsible Down Standard (RDS), Responsible Wool Standard (RWS), Responsible Mohair Standard (RMS), and Responsible Alpaca Standard (RAS).
Pipelines can be configured to run daily, weekly, or monthly depending on your compliance monitoring needs. Changes to certificate status are detected via hash-based diffing on each run.
Yes. Every record includes issue and valid-until dates extracted from the scope certificate details, normalising them into standard ISO-8601 format for easy querying.
Our smallest packages start at a defined region or standard subset with monthly delivery. For global catalogue extraction or custom schema requirements, we price based on volume and delivery frequency.
Absolutely. We provide a sample run of up to 500 facility records as part of the pre-engagement scoping process — so you can validate schema fit, field completeness, and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off supplier dump or continuous compliance monitoring across thousands of facilities — we scope, build, and operate the pipeline. Tell us what you need.
