SYSTEM all green source cdw.com queue 11,492 pages p99 latency 184ms dataflirt.com · scraper/cdw-com
RUN · 47 active pipelines · cdw.com live

CDW data,
at warehouse scale.

We extract IT hardware specifications, B2B pricing signals, software licensing terms, and stock availability from CDW. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your schedule.

Products extracted
1.1M /day
Price updates
3.2M /24h
Spec sheets parsed
940K /run
Active pipelines
47
Uptime
99.98%
Data Dictionary

Every field we extract from cdw.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Hardware Specifications objects from cdw.com. All fields typed and schema-versioned.

cdw_part_numbermanufacturer_part_numberunspscbrandproduct_namecategorysub_categoryproduct_typedimensionsweightcolour
hardware_specifications
● 200 OK
"cdw_part_number": "7000001",
"manufacturer_part_number": "20W0004NUS",
"unspsc": "43211503",
"brand": "Lenovo",
"product_name": "ThinkPad T14 Gen 2",
"category": "Computers",
"product_type": "Notebook"
# cdw_part_numbermanufacturer_part_numberunspscbrandproduct_namecategory
1
2
3

Complete list of extractable fields for Pricing & Availability objects from cdw.com. All fields typed and schema-versioned.

cdw_part_numberadvertised_pricelist_pricediscount_pctstock_statusfulfillment_timewarehouse_locationminimum_order_qty
pricing_& availability
● 200 OK
"cdw_part_number": "7000001",
"advertised_price": 1249.99,
"list_price": 1499.99,
"discount_pct": 16,
"stock_status": "In Stock",
"fulfillment_time": "Ships today"
# cdw_part_numberadvertised_pricelist_pricediscount_pctstock_statusfulfillment_time
1
2
3

Complete list of extractable fields for Software & Licensing objects from cdw.com. All fields typed and schema-versioned.

cdw_part_numbersoftware_namevendorlicense_typeuser_countsubscription_termplatformos_requirementdelivery_method
software_& licensing
● 200 OK
"cdw_part_number": "6000002",
"software_name": "Microsoft 365 Business Standard",
"vendor": "Microsoft",
"license_type": "Subscription",
"subscription_term": "1 Year",
"delivery_method": "Electronic Download"
# cdw_part_numbersoftware_namevendorlicense_typeuser_countsubscription_term
1
2
3

Complete list of extractable fields for CDW Outlet objects from cdw.com. All fields typed and schema-versioned.

cdw_part_numberconditionwarranty_statusoutlet_pricenew_pricesavings_abssavings_pctdefects_descriptionstock_count
cdw_outlet
● 200 OK
"cdw_part_number": "5000003",
"condition": "Refurbished - Grade A",
"warranty_status": "90 Days",
"outlet_price": 450.0,
"new_price": 899.0,
"savings_pct": 50
# cdw_part_numberconditionwarranty_statusoutlet_pricenew_pricesavings_abs
1
2
3

Complete list of extractable fields for Search Results objects from cdw.com. All fields typed and schema-versioned.

keywordpositioncdw_part_numberproduct_nameadvertised_pricebrandsponsored_flagratingscraped_at
search_results
● 200 OK
"keyword": "cisco switch 48 port",
"position": 1,
"cdw_part_number": "4000004",
"brand": "Cisco",
"advertised_price": 2345.0,
"scraped_at": "2026-05-12T09:14:33Z"
# keywordpositioncdw_part_numberproduct_nameadvertised_pricebrand
1
2
3

Capabilities

Everything you need from CDW — nothing you don't

Our CDW scraper handles every layer of the catalogue: hardware specifications, dynamic B2B pricing, software licensing rules, and stock availability — with JavaScript rendering and anti-bot circumvention built in.

Full IT Catalogue Extraction

Product names, detailed descriptions, dimensions, weight, and every technical specification field CDW surfaces — scraped at the item level.

Dynamic B2B Pricing

Capture advertised price, list price, and discount percentages. Track pricing changes across hardware and software categories.

Deep Specification Tables

Parse complex, nested HTML tables containing technical specifications, normalising them into flat, queryable JSON structures.

MPN & UNSPSC Mapping

Extract Manufacturer Part Numbers (MPN) and UNSPSC codes to map CDW listings directly to your internal IT asset management systems.

Stock & Fulfilment Tracking

Monitor real-time stock status, expected shipping times, and warehouse availability for critical infrastructure components.

CDW Outlet & Refurbished

Track discounted, open-box, and refurbished inventory in the CDW Outlet, including condition grades and warranty terms.

Software Licensing Terms

Extract subscription durations, user counts, platform requirements, and delivery methods for enterprise software products.

Warranty & Support Data

Capture included warranty durations, extended support options, and manufacturer service level agreements.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly or daily cadences with change-detection diffing.

// engagement pipeline

From product list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide categories, brands, or MPN lists. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for cdw.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and price-outlier detection before full launch.

Delivery
ongoing

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

Under the hood

How our CDW pipeline handles the hard parts

B2B IT distributors invest heavily in scraping detection to protect pricing data. Here is how we stay resilient.

pipeline-monitor · cdw.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
Bypassing enterprise WAFs

CDW uses advanced Web Application Firewalls. Our crawlers use residential ISP proxies with realistic browser fingerprints and full cookie session management to bypass heuristic blocks.

JavaScript rendering
Hydrating dynamic pricing

Much of CDW's pricing and stock data is loaded asynchronously via JavaScript. We run full Playwright browser sessions to capture data that headless HTTP clients miss.

Complex table parsing
Normalising technical specs

IT hardware specifications are buried in irregular HTML tables. Our extraction logic maps variable spec rows into predictable, strongly typed JSON fields.

Change detection
Only re-scrape what has changed

For large IT catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.

Monitoring & alerting
24/7 pipeline health

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

Applications

Who uses CDW data — and how

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

01
VAR Price Benchmarking

Value-Added Resellers monitor CDW pricing to optimise their own quotes and maintain competitive margins on hardware bids.

02
Procurement Automation

Enterprise IT procurement teams ingest pricing and stock data to automate purchasing decisions and supplier selection.

03
IT Asset Management (ITAM)

Enrich internal asset databases with accurate MPNs, end-of-life dates, and detailed technical specifications.

04
Competitive Intelligence

Hardware manufacturers track how their products are priced and positioned against competitors on a major distributor platform.

05
Market Share Analysis

Analysts track category saturation and brand dominance across CDW's extensive IT catalogue to estimate market trends.

06
Refurbished Hardware Arbitrage

Secondary market sellers monitor the CDW Outlet for underpriced refurbished gear to acquire and resell.

Why DataFlirt

"CDW holds the definitive catalogue of enterprise IT hardware and software pricing, but extracting that data requires navigating complex tables and aggressive bot protection."

Most teams underestimate the investment required: reliable CDW scraping requires residential proxies, full JavaScript rendering for asynchronous pricing, and logic to normalise thousands of unique technical specification formats. DataFlirt absorbs that complexity so your engineers can focus on procurement analytics, not pipeline maintenance.

Technical Spec

CDW scraper — technical capabilities

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

JavaScript rendering
Full Playwright sessions required for asynchronous pricing and availability widgets
Supported
CAPTCHA bypass
Automated solver integration to handle enterprise WAF challenges
Supported
Residential proxy rotation
ISP-grade residential IPs from US pools to maintain access
Supported
Spec table parsing
Automated normalisation of unstructured technical specification tables
Supported
MPN extraction
Reliable capture of Manufacturer Part Numbers for cross-referencing
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Webhook delivery
HTTP POST per record or batch for real-time downstream workflows
Supported
Gated contract pricing
Customer-specific negotiated pricing tiers require authenticated sessions
Partial
Customer quote history
Historical invoices and saved quotes require authenticated sessions
Partial
Infrastructure

Infrastructure powering the CDW pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering and session management for dynamic pricing.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies to bypass CDW's WAF. Rotation happens per-request with sticky sessions where required.

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 — Excel/Sheets compatible
XLS
Excel format for direct business team consumption
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 endpoint to query your extracted data on demand
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping CDW legal?

Scraping publicly available information from CDW is generally permissible. DataFlirt targets only public, non-authenticated hardware, software, and retail pricing data. We do not extract personal data or circumvent authentication walls to access proprietary contract pricing. Clients should consult legal counsel for specific use cases.

How do you handle CDW's anti-bot systems?

We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. We monitor for WAF blocks in real time and trigger pool rotation automatically.

How fresh is the data?

Real-time streaming pipelines achieve sub-60-minute latency for price and stock signals on a defined part number set. Full category refreshes at daily cadence complete within a 4-8 hour window.

Can you match CDW products to my internal database?

Yes. We extract the Manufacturer Part Number (MPN) and UNSPSC codes for nearly all hardware listings, allowing deterministic joins against your existing ITAM or ERP systems.

What is the minimum viable engagement?

Our smallest packages start at a defined MPN list or category (typically 5,000-25,000 items) with weekly delivery. Contact us with your use case for a scoped quote.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 500 products as part of the pre-engagement scoping process so you can validate schema fit and data quality before signing any contract.

$ dataflirt scope --new-project --source=cdw.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 catalogue dump or a continuous price-monitoring feed across 500K IT products — we scope, build, and operate the pipeline. Tell us what you need.

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