SYSTEM operational source novatech.co.uk queue 12,841 URLs p99 latency 218ms dataflirt.com · scraper/novatech-co.uk
RUN - 14 active pipelines - novatech.co.uk live

Hardware data,
delivered at scale.

We extract PC component listings, technical specifications, stock levels, and pricing from Novatech. Delivered as clean JSON, CSV, or Parquet to your warehouse on your defined schedule.

Products tracked
28,419
Price updates
54,192 /day
Stock checks
112K /24h
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from novatech.co.uk

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

Complete list of extractable fields for Component Listings objects from novatech.co.uk. All fields typed and schema-versioned.

skutitlebrandcategorysub_categoryprice_ex_vatprice_inc_vatstock_statusmpneanimage_urlpage_url
component_listings
● 200 OK
"sku": "NV-4090FE",
"title": "NVIDIA GeForce RTX 4090 24GB GDDR6X",
"brand": "NVIDIA",
"category": "Components",
"sub_category": "Graphics Cards",
"price_inc_vat": 1699.98,
"stock_status": "In Stock",
"mpn": "900-1G136-2530-000"
# skutitlebrandcategorysub_categoryprice_ex_vat
1
2
3

Complete list of extractable fields for Tech Specifications objects from novatech.co.uk. All fields typed and schema-versioned.

skuform_factorsocket_typechipsetmemory_typebase_clockboost_clockpower_drawdimensionswarranty_period
tech_specifications
● 200 OK
"sku": "AMD-7800X3D",
"socket_type": "AM5",
"base_clock": "4.2GHz",
"boost_clock": "5.0GHz",
"power_draw": "120W",
"warranty_period": "3 Years",
"memory_type": "DDR5"
# skuform_factorsocket_typechipsetmemory_typebase_clock
1
2
3

Complete list of extractable fields for Pricing & Stock objects from novatech.co.uk. All fields typed and schema-versioned.

skuprice_inc_vatprice_ex_vatdiscount_amountstock_levellead_timedelivery_costbundle_offertimestamp
pricing_& stock
● 200 OK
"sku": "INT-14900K",
"price_inc_vat": 589.99,
"price_ex_vat": 491.66,
"stock_level": "10+",
"lead_time": "Next Day",
"delivery_cost": 0.0,
"timestamp": "2026-08-14T10:30:00Z"
# skuprice_inc_vatprice_ex_vatdiscount_amountstock_levellead_time
1
2
3

Complete list of extractable fields for Pre-built Systems objects from novatech.co.uk. All fields typed and schema-versioned.

system_idnamechassiscpugpuramstoragemotherboardpower_supplyosbuild_time
pre-built_systems
● 200 OK
"system_id": "SYS-ELITE-X",
"name": "Novatech Elite X Gaming PC",
"cpu": "Intel Core i7 14700K",
"gpu": "RTX 4070 Ti Super",
"ram": "32GB DDR5 6000MHz",
"storage": "2TB NVMe SSD",
"build_time": "5-7 Working Days"
# system_idnamechassiscpugpuram
1
2
3

Complete list of extractable fields for Reviews & Ratings objects from novatech.co.uk. All fields typed and schema-versioned.

review_idskuratingauthordate_postedprosconsverified_purchasereview_text
reviews_& ratings
● 200 OK
"review_id": "REV-99281",
"sku": "COR-RM850X",
"rating": 5,
"author": "TechBuilder99",
"date_posted": "2026-07-22",
"verified_purchase": true,
"review_text": "Quiet operation and stable voltages under load."
# review_idskuratingauthordate_postedpros
1
2
3

Capabilities

Extract hardware intelligence with precision

Our Novatech pipeline captures exact component specifications, manufacturer part numbers, and real-time stock levels required for IT procurement and market analysis.

Deep Specification Parsing

Extract socket types, clock speeds, memory compatibility, and power requirements directly from technical specification tables.

MPN & EAN Capture

Map Novatech SKUs to universal Manufacturer Part Numbers and EANs for cross-retailer price comparison.

Stock Status Monitoring

Track exact stock statuses including 'In Stock', 'Pre-order', 'Awaiting Stock', and specific lead times.

Pre-built System Configs

Parse full build manifests for Novatech workstations and gaming PCs, breaking down individual components.

VAT Pricing Logic

Capture both ex-VAT and inc-VAT pricing, essential for B2B procurement and accounting systems.

Category Tree Extraction

Maintain the full hierarchical breadcrumb trail for every component to understand taxonomy.

High-Frequency Polling

Monitor high-demand components like GPUs and CPUs with sub-hourly polling to catch stock drops.

Warranty Data

Extract manufacturer and retailer warranty periods for hardware lifecycle management.

Bundle Deal Tracking

Identify and extract promotional motherboard/CPU bundles and associated discount logic.

// engagement pipeline

From component list to structured database

Brief in. Clean data out.

Define Scope
d 0

Specify target categories, brands, or specific hardware SKUs. We configure the extraction schema.

Pipeline Build
d 2–4

We deploy Scrapy spiders with residential proxies to navigate Novatech's catalogue and bypass request limits.

Validation & QA
d 4–6

We verify MPN accuracy, validate VAT calculations, and ensure stock statuses are mapped correctly.

Delivery
ongoing

Clean JSON or CSV records delivered to your specified endpoint, S3 bucket, or Postgres database.

Under the hood

Handling hardware catalogue complexity

Extracting PC components requires precise parsing of irregular specification tables and managing high-frequency stock checks without triggering blocks.

pipeline-monitor · novatech.co.uk · 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
Spec normalization
Parsing irregular technical tables

Hardware specifications vary wildly between CPUs, motherboards, and monitors. We use custom parsers to normalise these irregular HTML tables into a consistent JSON schema, ensuring 'Form Factor' or 'Socket' always map to the same field.

Identifier mapping
Extracting MPNs for cross-referencing

Retailer SKUs are useless for competitor analysis. We isolate Manufacturer Part Numbers (MPNs) and EANs hidden in the page source or spec sheets, allowing you to match Novatech listings exactly with Scan, Overclockers, or Amazon.

Stock velocity
High-frequency availability checks

During hardware launches, stock disappears in minutes. Our infrastructure supports high-frequency polling on targeted SKU lists, using UK residential proxies to avoid rate limiting while checking availability sub-hourly.

Bundle extraction
Untangling multi-item listings

Novatech frequently sells CPU, motherboard, and RAM bundles. Our pipeline detects these compound listings and extracts the individual component components and the applied bundle discount.

Tax handling
B2B and B2C price isolation

UK hardware pricing requires careful handling of VAT. We explicitly scrape and separate ex-VAT and inc-VAT prices to prevent data contamination in B2B procurement models.

Applications

How teams utilise Novatech data

Teams across industries use novatech.co.uk data to build competitive products and smarter operations.

01
Competitor Price Monitoring

UK hardware retailers track Novatech's pricing on core components to adjust their own margins and remain competitive.

02
IT Procurement

Enterprise IT departments monitor workstation and server component pricing to optimise hardware refresh budgets.

03
Stock Alert Services

Consumer alert platforms use our high-frequency stock data to notify users when rare GPUs or CPUs become available.

04
Market Share Analysis

Hardware manufacturers track shelf space, category positioning, and stock depth for their brands versus competitors.

05
System Builder Tools

PC building websites ingest specification data and pricing to power compatibility checkers and budget calculators.

06
Dropship Synchronisation

B2B resellers sync Novatech's stock levels and ex-VAT pricing directly into their own ERP systems.

Why DataFlirt

"Accurate hardware data requires more than scraping titles; it requires parsing complex specification tables and isolating exact manufacturer part numbers."

Off-the-shelf scraping tools fail when confronted with the varied technical specifications of PC hardware. DataFlirt builds custom parsers that understand the difference between an AM5 socket and an LGA1700, delivering structured data that engineers and procurement teams can actually query.

Technical Spec

Novatech extraction capabilities

Everything supported by our novatech.co.uk scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Playwright integration for dynamic pricing and configuration tools
Supported
MPN/EAN extraction
Capture manufacturer identifiers for cross-market matching
Supported
UK Proxy routing
Geolocated UK IP addresses to ensure correct regional pricing and stock
Supported
VAT separation
Distinct fields for ex-VAT and inc-VAT pricing
Supported
Specification parsing
Normalisation of technical spec tables into structured JSON keys
Supported
High-frequency polling
Sub-hourly execution for specific high-demand SKU lists
Supported
System configurator data
Extraction of available upgrade options and their price deltas
Supported
B2B account pricing
Extraction of negotiated tier pricing requiring corporate login
Partial
Customer order history
Access to past invoices or user account purchase data
Partial
Infrastructure

Infrastructure built for scale

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Custom Parser Logic

We deploy specific Python parsing modules designed for hardware taxonomy, ensuring accurate extraction of complex specification tables.

UK Proxy Infrastructure

Requests are routed through UK-based residential and datacenter proxies to maintain consistent access and avoid regional blocks.

Stateful Extraction

PostgreSQL maintains a historical record of MPNs and SKUs, allowing us to deliver precise price-change diffs rather than full catalogue dumps.

Output & Delivery

Your data, your destination

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

JSON
Nested structures ideal for complex technical specifications
CSV
Flat files perfect for procurement teams and Excel analysis
XLS
Direct Excel format for immediate business use
Parquet
Columnar storage for efficient querying in data warehouses
AWS S3
Automated delivery to your cloud storage buckets
Webhook
Instant HTTP POST payloads for stock alerts
API
REST endpoints to query specific scraped SKUs
Postgres
Direct database inserts for immediate application use
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About novatech.co.uk scraping, legality, and pipeline operations.

Ask us directly →
Can you extract Manufacturer Part Numbers (MPNs)?

Yes. We specifically target MPNs and EANs on Novatech product pages. This is critical for matching products against other UK retailers like Scan or Overclockers for accurate price comparison.

How frequently can you check stock levels?

For full catalogue sweeps, we recommend daily runs. For specific high-demand items (like new GPU architectures or flagship CPUs), we can configure high-frequency pipelines that poll specific SKUs every 15 to 30 minutes.

Do you capture both ex-VAT and inc-VAT prices?

Yes. Our schema explicitly separates price_ex_vat and price_inc_vat, ensuring procurement systems receive the correct baseline figures without manual recalculation.

Can you scrape the custom PC configurator?

We can extract the base specifications of pre-built systems and workstations. Extracting every permutation of the dynamic configurator requires specific scoping to map the upgrade options and price deltas.

Is scraping Novatech legal?

Extracting publicly available pricing, specifications, and stock data is generally permissible for market research and competitor analysis under UK law. We do not bypass authentication walls or scrape user-generated personal data.

How do you handle changes to the website layout?

Our pipelines use multiple CSS and XPath selectors for each field. If Novatech updates their template, our fallback mechanisms ensure data continues to flow while our monitoring alerts our engineers to update the primary selectors.

$ dataflirt scope --new-project --source=novatech.co.uk ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Stop manually checking component prices. Let DataFlirt build a managed pipeline to deliver structured Novatech data directly to your systems.

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