We extract dynamic quote matrices, component availability, lead times, and shared project schematics from PCBWay. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery 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 PCB Quote Matrix objects from pcbway.com. All fields typed and schema-versioned.
"material_type": "FR-4 TG130", "layer_count": 4, "quantity": 100, "surface_finish": "HASL with lead", "solder_mask_colour": "Green", "total_price": 145.5, "lead_time_days": 4, "currency": "USD"
| # | material_type | layer_count | board_dimensions | quantity | surface_finish | copper_weight |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Shared Projects objects from pcbway.com. All fields typed and schema-versioned.
"project_id": "P892341", "title": "ESP32 Smart Home Hub", "author_name": "IoT_Maker_99", "view_count": 12405, "like_count": 342, "category": "Internet of Things", "gerber_available": true, "publish_date": "2026-02-14"
| # | project_id | title | author_name | author_url | view_count | like_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Component Sourcing objects from pcbway.com. All fields typed and schema-versioned.
"part_number": "STM32F103C8T6", "manufacturer": "STMicroelectronics", "stock_level": 45200, "price_tier_1": 2.45, "price_tier_100": 1.85, "price_tier_1000": 1.42, "lead_time_weeks": 0, "packaging_type": "Tray"
| # | part_number | manufacturer | category | description | stock_level | price_tier_1 |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for CNC & 3D Printing objects from pcbway.com. All fields typed and schema-versioned.
"process_type": "CNC Milling", "material": "Aluminum 6061", "finish": "Bead Blast", "tolerance": "Standard ISO 2768-m", "quantity": 50, "unit_price": 12.4, "total_price": 620.0, "production_time_days": 7
| # | process_type | material | finish | tolerance | quantity | dimensions |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Assembly Services objects from pcbway.com. All fields typed and schema-versioned.
"turnkey_type": "Full Turnkey", "assembly_sides": "Double Sided", "smt_pads_count": 245, "bga_count": 2, "setup_fee": 50.0, "assembly_cost": 185.0, "components_cost": 420.5, "total_lead_time_days": 12
| # | turnkey_type | board_type | assembly_sides | smt_pads_count | through_holes_count | bga_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our scraper handles multi-step form submissions, dynamic pricing calculations, and component search queries to extract accurate manufacturing data without manual data entry.
Automate form submissions across layer counts, materials, dimensions, and finishes to build comprehensive pricing matrices.
Extract component costs, assembly fees, and setup charges for turnkey assembly configurations.
Capture machining and rapid prototyping costs across different materials, tolerances, and surface finishes.
Extract metadata, descriptions, component lists, and popularity metrics from the PCBWay open source community.
Track stock levels, pricing tiers, and manufacturer details from the PCBWay component store.
Monitor production and estimated shipping timelines across different manufacturing processes and regions.
Extract pricing in USD, EUR, GBP, or other supported currencies directly from the quote interface.
Run continuous pipelines to track material cost fluctuations and shipping rate changes over time.
Maintain complex browser sessions required for multi-page quote configurations and BOM uploads.
Brief in. Clean data out.
Provide parameter ranges for PCB dimensions, layers, materials, or component part numbers. We design the extraction schema.
We configure Playwright automations to navigate quote forms, handle CAPTCHAs, and execute stateful requests.
Schema validation, price outlier detection, and session stability checks before full pipeline launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Manufacturing pricing requires complex form execution and session persistence. Here is how we extract accurate matrices at scale.
PCBWay pricing relies on complex client-side calculations and AJAX requests triggered by form inputs. We use Playwright to programmatically select dropdowns, input dimensions, and trigger price updates, capturing the final rendered matrix.
Generating assembly quotes requires maintaining session state across multiple steps. Our infrastructure maintains isolated browser contexts with persistent cookie jars to complete the entire quote flow without session drops.
High-volume form submissions trigger rate limits and bot challenges. We route requests through residential proxies and apply realistic browser fingerprints to maintain uninterrupted access to the quote engine.
To build a complete pricing dataset, we execute thousands of defined permutations across layer counts, materials, and quantities, structuring the output into a clean, queryable relational format.
Quote engines can experience high latency during complex calculations. Our pipelines implement exponential backoff and automatic retries for timed-out requests, ensuring complete data capture for your defined matrix.
Hardware manufacturers track PCBWay pricing matrices to benchmark their own fabrication and assembly costs.
Procurement teams monitor component stock levels and lead times to avoid production bottlenecks.
Analysts mine the Shared Projects community to identify trending microcontrollers, sensors, and IoT architectures.
Engineering teams integrate our API to automatically calculate prototype and production costs during the design phase.
Commodity analysts track fluctuations in specific laminate materials, copper weights, and surface finishes over time.
Logistics teams monitor international shipping costs and carrier lead times surfaced through the checkout estimators.
"PCBWay's dynamic quote engine holds the most accurate pulse on global electronics manufacturing costs, but extracting that matrix requires programmatic form execution at scale."
Extracting manufacturing data requires more than simple GET requests. Generating accurate PCB and assembly quotes involves multi-step form submissions, file uploads, and session state management. DataFlirt handles the Playwright automation, proxy rotation, and permutation logic so your procurement teams get clean pricing tables.
Everything supported by our pcbway.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.
Playwright handles complex client-side interactions, dropdown selections, and AJAX request monitoring required for quote generation.
Residential IPs and persistent cookie jars prevent session drops and rate limits during high-volume permutation runs.
Airflow manages permutation queues and dependency logic, executed across scalable Kubernetes clusters for reliable delivery.
Data delivered to where your team already works — no new tooling required.
About pcbway.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly accessible quote interfaces and component stores is generally permissible. DataFlirt extracts non-authenticated pricing and public community projects. We do not bypass login walls to access private Gerber files or proprietary customer order histories.
We use Playwright to programmatically interact with the DOM, selecting materials, inputting dimensions, and waiting for the client-side JavaScript to calculate and render the final price. This ensures we capture the exact data a human user would see.
Yes. You define the parameter ranges (e.g., layers 2 through 8, quantities 10 to 1000, FR-4 vs Aluminum), and our pipeline executes every permutation, outputting a complete relational pricing matrix.
Yes. We can extract project metadata, BOM lists, hardware tags, and creator statistics from the public open source community section.
We can configure pipelines to run daily, weekly, or on a custom schedule depending on your requirement to track component stock levels and price fluctuations.
Yes. The pipeline supports the rapid prototyping quote engines, capturing material costs, tolerances, surface finishes, and estimated production times.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off pricing matrix or continuous component monitoring, we scope, build, and operate the infrastructure. Tell us your requirements.
