SYSTEM all green source proshop.se queue 18,492 pages p99 latency 215ms dataflirt.com · scraper/proshop-se
RUN · 31 active pipelines · proshop.se live

Nordic hardware data,
at warehouse scale.

We extract PC components, consumer electronics, stock indicators, and pricing signals from Proshop.se. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
214K /day
Price updates
89K /24h
Stock changes
142K /run
Active pipelines
31
Uptime
99.94%
Data Dictionary

Every field we extract from proshop.se

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 proshop.se. All fields typed and schema-versioned.

product_ideantitlebrandcategory_pathprice_seklist_price_sekstock_statusstock_remotedelivery_dayswarranty_monthsurl
product_listings
● 200 OK
"product_id": "2837492",
"ean": "4719072731853",
"title": "MSI GeForce RTX 4090 Suprim X",
"brand": "MSI",
"price_sek": 24990.0,
"stock_status": "In Stock"
# product_ideantitlebrandcategory_pathprice_sek
1
2
3

Complete list of extractable fields for Technical Specifications objects from proshop.se. All fields typed and schema-versioned.

product_idform_factormemory_sizememory_typecore_clockboost_clocktdpportsdimensionsweight
technical_specifications
● 200 OK
"product_id": "2837492",
"memory_size": "24 GB",
"memory_type": "GDDR6X",
"core_clock": "2235 MHz",
"boost_clock": "2640 MHz",
"tdp": "450 W"
# product_idform_factormemory_sizememory_typecore_clockboost_clock
1
2
3

Complete list of extractable fields for Stock & Delivery objects from proshop.se. All fields typed and schema-versioned.

product_idstock_localstock_remoteincoming_stockincoming_datedelivery_classshipping_costpickup_availablesupplier_status
stock_& delivery
● 200 OK
"product_id": "2837492",
"stock_local": 14,
"stock_remote": 45,
"incoming_stock": 0,
"delivery_class": "1-2 days",
"pickup_available": true
# product_idstock_localstock_remoteincoming_stockincoming_datedelivery_class
1
2
3

Complete list of extractable fields for Pricing & Campaigns objects from proshop.se. All fields typed and schema-versioned.

product_idcurrent_priceoriginal_pricediscount_pctcampaign_namecampaign_end_dateb2b_price_ex_vatcurrencyprice_timestamp
pricing_& campaigns
● 200 OK
"product_id": "2837492",
"current_price": 24990.0,
"original_price": 26990.0,
"discount_pct": 7.4,
"campaign_name": "Weekend Hardware Sale",
"b2b_price_ex_vat": 19992.0
# product_idcurrent_priceoriginal_pricediscount_pctcampaign_namecampaign_end_date
1
2
3

Complete list of extractable fields for Categories & SERP objects from proshop.se. All fields typed and schema-versioned.

keywordcategory_idpositionproduct_idtitlepriceratingreview_countis_sponsoredscraped_at
categories_& serp
● 200 OK
"keyword": "rtx 4090",
"position": 1,
"product_id": "2837492",
"title": "MSI GeForce RTX 4090 Suprim X",
"price": 24990.0,
"scraped_at": "2023-10-24T08:12:00Z"
# keywordcategory_idpositionproduct_idtitleprice
1
2
3

Capabilities

Everything you need from Proshop — nothing you don't

Our Proshop scraper handles the entire Nordic hardware catalogue: stock depths, dynamic pricing, EAN mapping, and B2B/B2C toggles — with JavaScript rendering and session management built in.

Full Hardware Catalogue

Extract GPUs, CPUs, peripherals, and home electronics with exact manufacturer part numbers and EANs.

Real-Time Stock Tracking

Monitor local warehouse inventory, remote supplier stock, and incoming shipment dates.

Dynamic Pricing & VAT

Capture B2C SEK pricing including VAT and B2B pricing excluding VAT, updated per run.

Deep Technical Specs

Scrape structured specification tables for component comparison and normalisation.

Campaign Monitoring

Track active promotions, weekend sales, and discount percentages across categories.

Delivery Estimates

Extract shipping classes, expected delivery days, and pickup point availability.

Accessory Mapping

Map compatible accessories and up-sell items linked to primary hardware SKUs.

Category Traversal

Walk deep category trees to map the entire Proshop taxonomy and sub-category structure.

Scheduled Extraction

Run daily or hourly pipelines to catch flash sales and sudden stock depletions.

// engagement pipeline

From product list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide Proshop category URLs, search terms, or EAN lists. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for proshop.se.

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 Proshop pipeline handles the hard parts

Proshop uses dynamic stock endpoints and aggressive rate limiting. Here is how we maintain stable extraction.

pipeline-monitor · proshop.se · 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 + fingerprint spoofing

Proshop monitors request velocity and IP reputation. Our crawlers use residential ISP proxies from Nordic regions with realistic browser fingerprints to bypass detection.

JavaScript rendering
Full Playwright execution for dynamic stock

Proshop loads specific stock indicators and B2B pricing via asynchronous JavaScript. We run full Playwright browser sessions to ensure all dynamic elements are fully hydrated before extraction.

Schema stability
Resilient selectors with fallback chains

eCommerce DOM structures mutate. Our selector strategy uses fallback chains — CSS selectors, XPath, and LD+JSON parsing — to ensure a layout update does not break the pipeline.

Change detection
Only re-scrape what's changed

For large SKU 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 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.

Applications

Who uses Proshop data — and how

Teams across industries use proshop.se data to build competitive products and smarter operations.

01
Price Intelligence

Nordic retailers monitor Proshop pricing to adjust their own margins and stay competitive.

02
Stock Arbitrage

Distributors track supplier inventory levels and incoming shipment dates to optimise procurement.

03
Component Market Research

Analysts track GPU, CPU, and memory pricing trends over time across the Nordic market.

04
MAP Monitoring

Hardware brands audit Proshop for minimum advertised price compliance and unauthorised discounting.

05
Product Catalogue Enrichment

eCommerce sites use Proshop's structured technical specifications to fill gaps in their own catalogues.

06
Demand Forecasting

Supply chain teams correlate stock depletion rates with pricing changes to model hardware demand.

Why DataFlirt

"Proshop's catalogue represents the ground truth for Nordic hardware availability and pricing — but extracting it requires constant adaptation to their dynamic stock endpoints."

Most teams underestimate the investment required: reliable Proshop scraping requires residential proxies, JavaScript rendering for stock checks, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis — not the infrastructure.

Technical Spec

Proshop scraper — technical capabilities

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

JavaScript rendering
Full Playwright sessions — required for dynamic stock and pricing elements
Supported
CAPTCHA bypass
Automated 2Captcha + CapSolver integration
Supported
Residential proxy rotation
ISP-grade residential IPs from SE / DK / NO pools
Supported
EAN / MPN extraction
Capture exact manufacturer part numbers and barcodes
Supported
B2B / B2C price toggle
Extract both VAT-inclusive and ex-VAT pricing
Supported
Remote stock indicators
Differentiate between local warehouse and remote supplier stock
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 repricing workflows
Supported
User account order history
Gated data requires user authentication credentials
Partial
Customer-specific B2B rates
Requires authenticated corporate account access
Partial
Infrastructure

Infrastructure powering the Proshop 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 Nordic regions. Rotation happens per-request with sticky sessions where required.

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
Legacy spreadsheet format for business analysts
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 the latest scraped state
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow — incremental or full-replace
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About proshop.se scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Proshop legal?

Scraping publicly available information from Proshop is generally permissible under applicable law. DataFlirt targets only public product, pricing, and stock data. We do not extract personal data or circumvent authentication walls. Clients should consult legal counsel for specific use cases.

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

We use residential ISP proxies from Nordic pools, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour.

Can you extract EANs and manufacturer part numbers?

Yes. We extract all available structured identifiers, including EAN, UPC, and MPN, allowing you to match Proshop SKUs against your own catalogue.

How fresh is the stock data?

Pipelines can be configured to run daily, hourly, or at custom intervals. Real-time streaming achieves minimal latency for specific high-priority SKUs.

Do you capture both B2B and B2C pricing?

Yes. We extract the standard SEK price including VAT, as well as the B2B price excluding VAT, provided both are visible in the public DOM.

Can you track historical pricing for PC components?

Every pipeline run produces timestamped snapshots. We maintain a time-series table per product for price, stock, and availability from the date your pipeline starts.

What is the minimum viable engagement?

Our packages start at a defined product list or category set with regular delivery. Contact us with your target volume for a scoped quote.

$ dataflirt scope --new-project --source=proshop.se 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 Nordic electronics — we scope, build, and operate the pipeline. Tell us what you need.

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