SYSTEM all green source exporthub.com queue 18,402 pages p99 latency 214ms dataflirt.com · scraper/exporthub-com
RUN : 42 active pipelines : exporthub.com live

Exporthub supplier data,
at warehouse scale.

We extract supplier directories, product specifications, MOQ thresholds, and company certifications from Exporthub. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Suppliers extracted
1.2M /month
Product updates
4.7M /week
Buyer leads
85K /run
Active pipelines
42
Uptime
99.94%
Data Dictionary

Every field we extract from exporthub.com

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 exporthub.com. All fields typed and schema-versioned.

supplier_idcompany_namecountrybusiness_typeyear_establishedmain_productstotal_employeescertificationsresponse_rateratingprofile_urlcontact_person
supplier_profiles
● 200 OK
"supplier_id": "EH-847291",
"company_name": "Shenzhen Industrial Tech Co., Ltd.",
"country": "China",
"business_type": "Manufacturer, Trading Company",
"year_established": 2011,
"total_employees": "101 - 200 People",
"response_rate": 94.2,
"rating": 4.7
# supplier_idcompany_namecountrybusiness_typeyear_establishedmain_products
1
2
3

Complete list of extractable fields for Product Catalogues objects from exporthub.com. All fields typed and schema-versioned.

product_idtitlecategorysub_categoryfob_price_minfob_price_maxcurrencymoqsupply_abilityportpackaging_detailsimage_urlssupplier_id
product_catalogues
● 200 OK
"product_id": "PRD-993821",
"title": "Industrial Grade Servo Motor 750W",
"category": "Electrical Equipment",
"fob_price_min": 120.0,
"fob_price_max": 150.0,
"currency": "USD",
"moq": 10,
"port": "Shenzhen"
# product_idtitlecategorysub_categoryfob_price_minfob_price_max
1
2
3

Complete list of extractable fields for Buyer Leads objects from exporthub.com. All fields typed and schema-versioned.

lead_idproduct_requiredquantityunitposting_dateexpiry_datebuyer_countrybuyer_namestatusdescription
buyer_leads
● 200 OK
"lead_id": "LD-449201",
"product_required": "CNC Machining Parts",
"quantity": 5000,
"unit": "Pieces",
"posting_date": "2026-03-12",
"buyer_country": "Germany",
"status": "Active",
"description": "Looking for high precision aluminum CNC parts."
# lead_idproduct_requiredquantityunitposting_dateexpiry_date
1
2
3

Complete list of extractable fields for Company Certifications objects from exporthub.com. All fields typed and schema-versioned.

supplier_idcert_namecert_numberissue_dateexpiry_dateissued_byscopeverification_statusimage_url
company_certifications
● 200 OK
"supplier_id": "EH-847291",
"cert_name": "ISO 9001:2015",
"cert_number": "QMS-2023-884",
"issue_date": "2023-01-15",
"expiry_date": "2026-01-14",
"issued_by": "SGS",
"verification_status": "Verified",
"scope": "Manufacturing of servo motors"
# supplier_idcert_namecert_numberissue_dateexpiry_dateissued_by
1
2
3

Complete list of extractable fields for Trade Shows objects from exporthub.com. All fields typed and schema-versioned.

show_idshow_namedate_startdate_endlocationvenueorganizersexhibitors_countindustrydescription
trade_shows
● 200 OK
"show_id": "TS-1029",
"show_name": "Global Industrial Expo 2026",
"date_start": "2026-09-15",
"date_end": "2026-09-18",
"location": "Frankfurt, Germany",
"venue": "Messe Frankfurt",
"industry": "Machinery & Equipment",
"exhibitors_count": 1250
# show_idshow_namedate_startdate_endlocationvenue
1
2
3

Capabilities

Everything you need from Exporthub, structured and ready

Our Exporthub scraper handles every layer of the platform: company directories, product specifications, MOQ pricing tiers, and buyer leads, with JavaScript rendering and session management built in.

Supplier Directory Extraction

Company name, location, business type, employee count, and main product categories scraped at the supplier level.

Product Specification Mining

Capture product titles, detailed descriptions, technical specifications, and high-resolution image URLs across all categories.

FOB Pricing & MOQ Tracking

Extract minimum order quantities, FOB price ranges, supply ability, and accepted payment terms for procurement analysis.

Certification Verification

Collect ISO, CE, and RoHS certification details including issue dates and verifying bodies to audit supplier compliance.

Buyer Lead Generation

Scrape active buying requests, required quantities, target prices, and buyer locations to feed your sales pipeline.

Trade Show Exhibitor Lists

Extract participant lists, booth numbers, and company details from Exporthub trade show directories.

Global Market Coverage

Filter and extract suppliers by specific regions, countries, or export markets to build localised supply chains.

Scheduled Updates

Run continuous pipelines at weekly or monthly cadences to track new suppliers and updated product catalogues.

Change Detection

Identify modified pricing, updated MOQs, or newly added products without re-processing the entire supplier catalogue.

// engagement pipeline

From supplier search to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, HS codes, or buyer regions. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, and session management for exporthub.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and sample supplier records before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our Exporthub pipeline handles the hard parts

B2B directories deploy aggressive rate limiting. Here is how we stay resilient and why teams choose managed infrastructure.

pipeline-monitor · exporthub.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Anti-bot layer
Residential proxy rotation and fingerprint spoofing

B2B platforms monitor IP request velocity heavily. Our crawlers use residential ISP proxies with realistic browser fingerprints and randomised request timing to bypass perimeter defenses.

JavaScript rendering
Playwright execution for dynamic content

Supplier contact details and pricing tiers often load dynamically. We run full Playwright browser sessions with JavaScript execution to capture data that headless HTTP clients miss.

Pagination handling
Deep crawl architecture

Exporthub categories contain thousands of pages. Our orchestration handles deep pagination, retry logic for timeouts, and deduplication to ensure complete category extraction.

Schema stability
Resilient selectors

Marketplace DOM structures change frequently. Our selector strategy uses multiple fallback chains per field so a layout change does not break your data pipeline overnight.

Monitoring
Pipeline health alerting

Every run emits structured logs to our observability stack. We alert on null-rate spikes and schema drift, responding before you notice data degradation.

Applications

Who uses Exporthub data and how

Teams across industries use exporthub.com data to build competitive products and smarter operations.

01
Supply Chain Sourcing

Procurement teams identify alternative manufacturers and compare FOB pricing across regions to build resilient supply chains.

02
B2B Lead Generation

Sales teams extract active buyer requests and contact details to pitch industrial equipment and raw materials directly.

03
Competitor Benchmarking

Manufacturers monitor competitor product catalogues, pricing tiers, and certification claims to optimise their own positioning.

04
Market Intelligence

Analysts track the volume of suppliers and products by category to identify emerging manufacturing hubs and industry trends.

05
Supplier Auditing

Compliance teams aggregate ISO and CE certification data to pre-vet suppliers before initiating formal procurement processes.

06
Trade Analytics

Logistics companies analyse port of origin data and supply ability metrics to forecast shipping volumes and route demand.

Why DataFlirt

"Exporthub holds critical global sourcing data and supplier capabilities, but building a reliable pipeline requires constant maintenance against structural changes."

Most teams underestimate the investment required: reliable B2B marketplace scraping requires residential proxies, full JavaScript rendering, CAPTCHA handling, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on procurement analytics, not the infrastructure.

Technical Spec

Exporthub scraper technical capabilities

Everything supported by our exporthub.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for dynamic contact details and pricing
Supported
CAPTCHA bypass
Automated 2Captcha and CapSolver integration
Supported
Residential proxy rotation
ISP-grade residential IPs rotated per request to avoid rate limits
Supported
Category pagination
Deep traversal of nested product and supplier categories
Supported
Change detection
Hash-based diff to emit only modified records since last run
Supported
Image URL extraction
Capture high-resolution product and factory image links
Supported
Webhook delivery
HTTP POST per record for real-time downstream processing
Supported
Direct messaging automation
Automated sending of inquiries to suppliers via the platform
Partial
Premium buyer contact details
Extraction of buyer emails hidden behind paid Exporthub memberships
Partial
Infrastructure

Infrastructure powering the Exporthub pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy and Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering and interaction flows. Combined via middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies. Rotation happens per request with sticky sessions where required to prevent IP bans.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested schema versioned per run
CSV
Flat file with typed columns for Excel compatibility
XLS
Legacy spreadsheet format for business teams
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query your extracted datasets
BigQuery
Streamed directly into your dataset with schema auto-detect
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About exporthub.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Exporthub legal?

Scraping publicly available directory information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated supplier, product, and buyer request data. We do not circumvent authentication walls for premium data. Clients should review Exporthub Terms of Service and consult legal counsel.

How do you handle rate limits on B2B directories?

We use residential ISP proxies and request timing modelled on human behaviour. We monitor for 403 and 503 rate spikes in real time and trigger pool rotation automatically to ensure uninterrupted extraction.

Can you extract data for specific HS codes or product categories?

Yes. We configure pipelines to target specific category URLs, search keywords, or industry verticals based on your procurement focus.

How fresh is the data?

For buyer leads, we can run daily pipelines. For full supplier catalogue refreshes, we typically recommend weekly or monthly cadences depending on the total volume of target categories.

Do you extract product images?

We extract the high-resolution URLs for product images, factory photos, and certification documents, delivering them as structured arrays within the JSON or CSV payload.

What is the minimum viable engagement?

Our smallest packages start at defined category scopes with weekly delivery. For full-site extraction or custom schema requirements, we price based on volume and delivery frequency.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 500 supplier profiles or product listings as part of the pre-engagement scoping process so you can validate schema fit and data quality.

$ dataflirt scope --new-project --source=exporthub.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off supplier directory dump or a continuous product catalogue feed, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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