SYSTEM all green source currys.co.uk queue 12,841 pages p99 latency 218ms dataflirt.com · scraper/currys-co.uk
RUN · 41 active pipelines · currys.co.uk live

Currys data,
at warehouse scale.

We extract product specifications, pricing, stock levels, and Care & Repair data from Currys. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
85K /run
Price updates
112K /24h
Stock checks
450K /day
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from currys.co.uk

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

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

skutitlebrandcategorysub_categorypricecurrencydiscount_pctenergy_ratingproduct_urlimage_urlsratingreview_count
product_listings
● 200 OK
"sku": "10245678",
"title": "LG OLED55C34LA 55 Smart 4K Ultra HD HDR OLED TV",
"brand": "LG",
"price": 1299.0,
"currency": "GBP",
"energy_rating": "G",
"rating": 4.8,
"review_count": 342
# skutitlebrandcategorysub_categoryprice
1
2
3

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

skucurrent_priceprevious_pricesave_amountprice_promisepromotionsfinance_availablefinance_monthlyprice_timestampcurrency
pricing_& offers
● 200 OK
"sku": "10245678",
"current_price": 1299.0,
"previous_price": 1499.0,
"save_amount": 200.0,
"price_promise": true,
"finance_available": true,
"finance_monthly": 54.12,
"price_timestamp": "2026-05-12T09:14:00Z"
# skucurrent_priceprevious_pricesave_amountprice_promisepromotions
1
2
3

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

skupostcodehome_delivery_availablehome_delivery_costhome_delivery_dateclick_collect_availableclick_collect_storeclick_collect_distancestock_statusscraped_at
stock_& delivery
● 200 OK
"sku": "10245678",
"postcode": "SW1A 1AA",
"home_delivery_available": true,
"home_delivery_cost": 0.0,
"home_delivery_date": "2026-05-14",
"click_collect_available": true,
"click_collect_store": "London Oxford Street",
"stock_status": "In Stock"
# skupostcodehome_delivery_availablehome_delivery_costhome_delivery_dateclick_collect_available
1
2
3

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

skuscreen_sizescreen_technologyresolutionrefresh_rateprocessorsmart_platformhdmi_portsusb_portsdimensions_unboxedweight_unboxedwarranty_years
specifications
● 200 OK
"sku": "10245678",
"screen_size": "55 inches",
"screen_technology": "OLED",
"resolution": "4K Ultra HD 3840 x 2160p",
"refresh_rate": "120 Hz",
"smart_platform": "webOS",
"hdmi_ports": 4,
"warranty_years": 5
# skuscreen_sizescreen_technologyresolutionrefresh_rateprocessor
1
2
3

Complete list of extractable fields for Care & Repair objects from currys.co.uk. All fields typed and schema-versioned.

skuplan_typeplan_namemonthly_costannual_costterm_monthsfeaturesexcess_fee
care_& repair
● 200 OK
"sku": "10245678",
"plan_type": "Care & Repair",
"plan_name": "5 Year TV Care & Repair",
"monthly_cost": 8.5,
"annual_cost": "None",
"term_months": 60,
"excess_fee": 0.0,
"features": "['Unlimited repairs', 'New for old replacement']"
# skuplan_typeplan_namemonthly_costannual_costterm_months
1
2
3

Capabilities

Deep extraction for UK electronics retail

Our Currys scraper handles the complex layers of the platform: postcode-based stock checks, dynamic pricing, detailed TechSpecs, and Care & Repair data, with anti-bot circumvention built in.

Full Product Data Extraction

Title, description, images, category breadcrumbs, and every metadata field Currys surfaces, extracted at the SKU level.

Real-Time Price Tracking

Capture current price, previous price, save amounts, Price Promise flags, and promotional banners, timestamped per crawl.

Postcode Stock Checking

Simulate user sessions with specific UK postcodes to extract accurate home delivery dates and Click & Collect availability.

TechSpecs Extraction

Parse complex specification tables into structured key-value pairs, normalising dimensions, weights, and technical metrics.

Energy Ratings

Extract UK/EU energy efficiency classes, product fiches, and repairability indices directly from the product pages.

Care & Repair Plans

Scrape insurance and extended warranty pricing, including monthly costs, term lengths, and feature inclusions.

Review Mining

Extract customer reviews, star ratings, and helpful votes to monitor product sentiment and brand performance.

Trade-in Values

Capture estimated trade-in pricing for specific models and conditions where available on the platform.

Scheduled + Streaming Modes

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

// engagement pipeline

From SKU list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide SKU lists, category URLs, or keyword sets. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, UK proxy rotation, session management, and bot bypass for currys.co.uk.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and postcode stock verification 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 Currys pipeline handles the hard parts

UK retailers invest heavily in scraping detection. Here is how we stay resilient and why teams choose managed infrastructure over DIY.

pipeline-monitor · currys.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
Anti-bot layer
UK Residential proxy rotation + fingerprint spoofing

Retailers use advanced bot protection like Akamai. Our crawlers use UK residential ISP proxies with realistic browser fingerprints, randomised request timing, and full cookie session management, trained on real user behaviour patterns.

Dynamic stock checks
Postcode session injection

Currys stock availability depends heavily on the user location. We inject specific UK postcodes into the browser session state to accurately extract home delivery dates and local store Click & Collect inventory.

JavaScript rendering
Full Playwright execution for pricing and specs

Currys product pages load pricing, promotions, and TechSpecs dynamically. We run full Playwright browser sessions with JavaScript execution and lazy-load triggering, capturing data that headless HTTP clients miss entirely.

Change detection
Only re-scrape what has changed

For large electronics catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost, storage bloat, and downstream processing load. You get a clean changelog rather than full re-dumps.

Monitoring & alerting
24/7 pipeline health with anomaly detection

Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, schema drift, and coverage drops, and respond before you notice. SLA uptime is contractual, not aspirational.

Applications

Who uses Currys data and how

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

01
Price Intelligence

Retailers and brands monitor Currys pricing, discounts, and Price Promise flags to optimise their own pricing strategies.

02
Stock Monitoring

Supply chain teams and competitors track stock availability across different UK postcodes to identify supply shortages.

03
Market Research

Analysts track product life cycles, new model introductions, and category saturation trends in the UK electronics market.

04
Competitor Analysis

Retailers analyse Currys Care & Repair pricing, delivery costs, and finance options to benchmark their own service offerings.

05
AI Training Data

ML teams use structured TechSpecs and product descriptions to train recommendation engines and NLP classifiers.

06
Brand Compliance

Consumer electronics brands audit Currys listings to ensure accurate representation of technical specifications and energy ratings.

Why DataFlirt

"Currys holds the definitive catalogue of consumer electronics in the UK market, but accessing granular stock and specification data requires continuous infrastructure."

Most teams underestimate the investment required: reliable Currys scraping requires residential UK proxies, full JavaScript rendering for postcode stock checks, and continuous selector maintenance. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

Currys scraper technical capabilities

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

JavaScript rendering
Full Playwright sessions required for dynamic pricing, stock, and TechSpecs
Supported
UK Residential proxies
ISP-grade residential IPs from UK pools to bypass regional blocking
Supported
Postcode stock checking
Session injection for accurate local delivery and Click & Collect data
Supported
TechSpecs parsing
Extraction and normalisation of complex specification tables
Supported
Care & Repair pricing
Extraction of insurance and extended warranty costs per SKU
Supported
Trade-in valuation
Capture of estimated trade-in prices for eligible devices
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, useful for real-time stock alerts
Supported
User purchase history
Gated data requires account credentials and authentication
Partial
Saved wishlists
User-specific saved items require active login sessions
Partial
Infrastructure

Infrastructure powering the Currys 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, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across UK regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. 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
Direct Excel format export for analyst teams
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery, compatible with any data lake
BigQuery
Streamed directly into your dataset with schema auto-detect
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query extracted catalogue data
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Currys legal?

Scraping publicly available information from Currys is generally permissible under UK law. DataFlirt targets only public, non-authenticated product, pricing, and stock data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review Currys ToS and consult legal counsel for specific use cases.

How do you handle bot protection on UK retail sites?

We use UK residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. We monitor for rate spikes in real time and trigger pool rotation automatically to bypass Akamai and Cloudflare protections.

Can you check stock for specific postcodes?

Yes. We can inject specific UK postcodes into the session state to extract accurate home delivery dates and local store Click & Collect inventory for any given SKU.

How fresh is the data?

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

What is the minimum viable engagement?

Our smallest packages start at a defined SKU list or category set with weekly delivery. For full catalogue extraction or custom schema requirements, we price based on volume and delivery frequency. 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 SKUs or specific categories as part of the pre-engagement scoping process, so you can validate schema fit, field completeness, and data quality before signing any contract.

$ dataflirt scope --new-project --source=currys.co.uk 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 product catalogue dump or a continuous price-monitoring feed across the entire site, we scope, build, and operate the pipeline. Tell us what you need.

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