SYSTEM all green source kelkoo.co.uk queue 12,943 pages p99 latency 184ms dataflirt.com · scraper/kelkoo-co.uk
RUN - 41 active pipelines - kelkoo.co.uk live

Kelkoo aggregator data,
at warehouse scale.

We extract product catalogues, merchant offers, shipping costs, and price histories from Kelkoo. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
314K /day
Merchant offers
1.2M /day
Price updates
2.8M /24h
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from kelkoo.co.uk

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

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

product_ideantitlebrandcategorysub_categorymin_pricemax_priceoffer_countimage_urlextraction_timestamp
products
● 200 OK
"product_id": "uk-12345678",
"ean": "5025232927354",
"title": "Panasonic Lumix GH6 Body",
"brand": "Panasonic",
"min_price": 1499.0,
"offer_count": 14,
"extraction_timestamp": "2026-05-12T09:14:00Z"
# product_ideantitlebrandcategorysub_category
1
2
3

Complete list of extractable fields for Merchant Offers objects from kelkoo.co.uk. All fields typed and schema-versioned.

offer_idproduct_idmerchant_namemerchant_logo_urlbase_priceshipping_costtotal_pricestock_statusconditionmerchant_ratingaffiliate_url
merchant_offers
● 200 OK
"offer_id": "off-98765",
"merchant_name": "Currys",
"base_price": 1499.0,
"shipping_cost": 4.99,
"total_price": 1503.99,
"stock_status": "In Stock",
"condition": "New"
# offer_idproduct_idmerchant_namemerchant_logo_urlbase_priceshipping_cost
1
2
3

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

category_idnamebreadcrumbparent_categoryproduct_counturlmin_price_rangemax_price_rangeextraction_timestamp
categories
● 200 OK
"category_id": "cat-10023",
"name": "Mirrorless Cameras",
"breadcrumb": "Electronics > Cameras > Mirrorless Cameras",
"parent_category": "Cameras",
"product_count": 412,
"url": "https://www.kelkoo.co.uk/c-10023-mirrorless-cameras",
"extraction_timestamp": "2026-05-12T09:14:00Z"
# category_idnamebreadcrumbparent_categoryproduct_counturl
1
2
3

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

product_ideandisplay_sizeprocessorramstoragebatteryosweightdimensions
specifications
● 200 OK
"product_id": "uk-12345678",
"ean": "5025232927354",
"weight": "823g",
"dimensions": "138 x 100 x 100 mm",
"display_size": "3.0 inches",
"storage": "CFexpress Type B / SDXC",
"battery": "DMW-BLK22"
# product_ideandisplay_sizeprocessorramstorage
1
2
3

Complete list of extractable fields for Merchant Ratings objects from kelkoo.co.uk. All fields typed and schema-versioned.

merchant_idmerchant_nameuser_ratingreview_countplatform_scoredelivery_ratingcustomer_service_ratingextraction_timestampprofile_url
merchant_ratings
● 200 OK
"merchant_name": "Currys",
"user_rating": 4.2,
"review_count": 15432,
"platform_score": 88,
"delivery_rating": 4.5,
"customer_service_rating": 3.9,
"extraction_timestamp": "2026-05-12T09:14:00Z"
# merchant_idmerchant_nameuser_ratingreview_countplatform_scoredelivery_rating
1
2
3

Capabilities

Extract the entire UK price comparison market

Our Kelkoo scraper captures the full aggregator view: merchant offers, base prices, shipping variables, and EAN mappings. We handle the affiliate redirects and dynamic content rendering.

Merchant Offer Aggregation

Extract every competing offer for a single product, capturing merchant name, base price, and stock status.

Shipping & Total Price

Capture the true cost to consumer by extracting base price, shipping fees, and the calculated total price.

EAN / UPC Resolution

Map Kelkoo product listings directly to standard EAN or UPC codes for exact matching against your internal catalogue.

Affiliate Link Unrolling

Resolve Kelkoo outbound tracking URLs to identify the final merchant destination and raw product URL.

Category Taxonomy Mapping

Scrape full breadcrumb trails and category hierarchies to mirror Kelkoo site structure in your database.

Merchant Rating Extraction

Monitor merchant reputation by extracting user ratings, review counts, and platform trust scores.

Voucher Code Capture

Identify active promotional codes and discounts applied to specific merchant offers within the comparison list.

Scheduled Change Detection

Run continuous pipelines that only emit records when a merchant changes their price or stock status.

Multi-Region Support

Scale beyond the UK to extract data from Kelkoo France, Germany, Italy, and Spain using a normalised schema.

// engagement pipeline

From category URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

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

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, session management, and link unrolling logic for kelkoo.co.uk.

Validation & QA
d 4–6

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

Delivery
ongoing

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

Under the hood

How our Kelkoo pipeline handles the hard parts

Aggregator sites deploy strict rate limits and dynamic rendering to protect their merchant data. Here is how we maintain stable extraction.

pipeline-monitor · kelkoo.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
Affiliate Redirects
Automated link unrolling

Kelkoo obfuscates merchant URLs behind tracking redirects. Our pipeline follows the redirect chain using headless browsers to capture the true destination URL without triggering affiliate pixels.

Dynamic Rendering
Full Playwright execution

Offer lists and shipping calculations often rely on client-side JavaScript. We use Playwright to execute page scripts, ensuring we capture the final rendered DOM rather than incomplete static HTML.

Bot Defenses
Residential proxy rotation

Aggregators aggressively block datacenter IPs. We route requests through UK-based residential proxies, rotating IPs and TLS fingerprints to blend in with standard consumer traffic.

Schema Volatility
Resilient selector chains

Kelkoo frequently updates its merchant list layout. We use multiple fallback selectors including CSS, XPath, and regex pattern matching to ensure uninterrupted data flow.

Change Detection
Delta exports

For large electronics catalogues, we maintain a hash index of last-seen prices. Subsequent runs only push diffs, reducing your ingestion costs and downstream processing load.

Applications

Who uses Kelkoo data - and how

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

01
Competitor Price Benchmarking

Retailers monitor competing offers across multiple merchants to adjust their own pricing dynamically.

02
Merchant Positioning Analysis

Brands track which merchants consistently win the top position for their products on aggregator sites.

03
Shipping Cost Optimisation

Logistics teams analyse competitor shipping fees and delivery promises to optimise their own fulfillment pricing.

04
Grey Market Detection

Manufacturers identify unauthorised sellers offering products below MAP or importing out-of-region stock.

05
Assortment Gap Analysis

Category managers analyse the breadth of competitor catalogues to identify missing product lines.

06
Retail Analytics

Data teams aggregate pricing trends over time to forecast seasonal discounting and market floor prices.

Why DataFlirt

"Kelkoo aggregates millions of offers across thousands of merchants, providing the clearest signal for market pricing - if you can extract it reliably."

Extracting data from price comparison engines requires resolving affiliate redirects, rendering dynamic price widgets, and parsing complex merchant taxonomies. DataFlirt handles the proxy rotation, JavaScript execution, and schema maintenance so your data engineering team receives clean, normalised tables.

Technical Spec

Kelkoo scraper - technical capabilities

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

JavaScript rendering
Full Playwright sessions required for dynamic offer loading and shipping calculations
Supported
CAPTCHA bypass
Automated 2Captcha integration for rate-limit challenges
Supported
Residential proxy rotation
ISP-grade residential IPs from UK pools to bypass datacenter blocks
Supported
Affiliate link unrolling
Follows redirect chains to extract the final merchant URL
Supported
EAN mapping
Extracts standard barcodes for exact product matching
Supported
Change detection (diffs)
Hash-based diff to only emit records with changed prices since last run
Supported
Shipping cost extraction
Captures base price, shipping fee, and calculated total
Supported
Merchant dashboard analytics
Internal click-through rates and conversion metrics require merchant login
Partial
User account saved alerts
Personalised price drop alerts require user authentication
Partial
Infrastructure

Infrastructure powering the Kelkoo 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.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across UK regions. Rotation happens per-request with sticky sessions where required.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. 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 compatible
XLS
Spreadsheet format for direct business analyst use
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 latest extracted records
Postgres
Upsert into your existing schema with conflict resolution
Snowflake
Stage and COPY INTO workflow - incremental or full-replace
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Kelkoo legal?

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

How do you bypass Kelkoo's anti-bot systems?

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

Do you extract shipping costs as well as base prices?

Yes. We extract the base price, the stated shipping cost, and the calculated total price for every merchant offer on a product page.

Can you resolve the final merchant URL from the affiliate link?

Yes. Our pipeline follows the redirect chain to capture the true destination URL, allowing you to map the offer directly to the merchant's actual product page.

How fresh is the pricing data?

Pipelines can be configured for daily or sub-daily runs depending on your requirements. For high-volatility electronics categories, we typically run 6-hour refresh cycles.

What is the minimum viable engagement?

Our smallest packages start at a defined category or EAN list with daily delivery. Contact us with your target volume for a scoped quote.

$ dataflirt scope --new-project --source=kelkoo.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 category dump or a continuous price-monitoring feed across 500K EANs - we scope, build, and operate the pipeline. Tell us what you need.

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