SYSTEM all green source 11st.co.kr queue 18,402 pages p99 latency 215ms dataflirt.com · scraper/11st-co.kr
RUN · 42 active pipelines · 11st.co.kr live

11st.co.kr electronics data,
at warehouse scale.

We extract gadget listings, T-Membership pricing signals, seller intelligence, and consumer reviews from 11st.co.kr. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
1.2M /day
Price updates
4.3M /24h
Review records
412K /run
Active pipelines
42
Uptime
99.94%
Data Dictionary

Every field we extract from 11st.co.kr

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 11st.co.kr. All fields typed and schema-versioned.

product_notitlebrandmanufacturercategory_depth_1category_depth_2category_depth_3base_pricediscount_pricet_membership_pricestock_statusratingreview_counttech_specsimage_urls
product_listings
● 200 OK
"product_no": "3498127451",
"title": "Samsung Galaxy S24 Ultra 256GB Unlocked",
"brand": "Samsung",
"category_depth_1": "Digital/Home Appliances",
"base_price": 1698400,
"discount_price": 1548400,
"stock_status": "in_stock",
"rating": 4.8,
"review_count": 1423
# product_notitlebrandmanufacturercategory_depth_1category_depth_2
1
2
3

Complete list of extractable fields for Pricing & Deals objects from 11st.co.kr. All fields typed and schema-versioned.

product_nobase_pricediscount_pctshocking_deal_activecoupon_availablecard_discount_pctcard_discount_listdelivery_feefree_shipping_thresholdprice_timestamp
pricing_& deals
● 200 OK
"product_no": "3498127451",
"base_price": 1698400,
"discount_pct": 8,
"shocking_deal_active": false,
"coupon_available": true,
"card_discount_pct": 5,
"delivery_fee": 0,
"price_timestamp": "2026-05-12T09:14:00Z"
# product_nobase_pricediscount_pctshocking_deal_activecoupon_availablecard_discount_pct
1
2
3

Complete list of extractable fields for Reviews objects from 11st.co.kr. All fields typed and schema-versioned.

review_idproduct_noreviewer_idratingreview_textphoto_urlsvideo_urlsdate_postedhelpful_votesoption_purchased
reviews
● 200 OK
"review_id": "REV_984123",
"product_no": "3498127451",
"reviewer_id": "kim****",
"rating": 5,
"review_text": "Delivery was fast and the device condition is perfect.",
"date_posted": "2026-04-18",
"helpful_votes": 12,
"option_purchased": "Color: Titanium Black"
# review_idproduct_noreviewer_idratingreview_textphoto_urls
1
2
3

Complete list of extractable fields for Seller Data objects from 11st.co.kr. All fields typed and schema-versioned.

seller_idseller_namestore_urlsatisfaction_ratingdelivery_scoreresponse_ratebusiness_reg_numactive_items_countpower_seller_badgereturn_address
seller_data
● 200 OK
"seller_id": "samsung_auth",
"seller_name": "Samsung Authorized Dealer",
"satisfaction_rating": 98.5,
"delivery_score": 99.1,
"response_rate": 95.0,
"business_reg_num": "120-81-47521",
"active_items_count": 450,
"power_seller_badge": true
# seller_idseller_namestore_urlsatisfaction_ratingdelivery_scoreresponse_rate
1
2
3

Complete list of extractable fields for Search Results objects from 11st.co.kr. All fields typed and schema-versioned.

keywordrank_positionproduct_notitlesponsoredpower_listingpricereview_countseller_namescraped_at
search_results
● 200 OK
"keyword": "wireless earbuds",
"rank_position": 1,
"product_no": "293847162",
"sponsored": true,
"power_listing": false,
"price": 189000,
"review_count": 3412,
"scraped_at": "2026-05-12T09:14:33Z"
# keywordrank_positionproduct_notitlesponsoredpower_listing
1
2
3

Capabilities

Extract the complete 11st.co.kr electronics catalogue

Our scraper handles the complexities of the Korean e-commerce ecosystem: dynamic discount layers, Shocking Deals, card-specific pricing, and localized anti-bot measures.

Electronics Specifications

Extract detailed technical specs for smartphones, laptops, and home appliances directly from the structured metadata tables.

Layered Pricing Logic

Capture base price, coupon discounts, credit card specific discounts, and T-Membership deductions to calculate the true final price.

Shocking Deals Tracking

Monitor limited-time 'Shocking Deal' (쇼킹딜) placements, tracking discount depth and expiry windows.

Review & Media Mining

Extract text reviews, star ratings, and user-uploaded photo/video URLs across all paginated review endpoints.

Seller Intelligence

Track seller satisfaction scores, delivery performance metrics, and Power Seller status for every listing.

SERP Position Tracking

Monitor organic versus sponsored search positions for high-value electronics keywords.

Global Shipping Tags

Identify listings eligible for 11st Global shipping and extract international delivery fee structures.

Option & Variant Mapping

Map complex product options (colour, storage capacity) to their specific price increments and stock levels.

High-Frequency Updates

Run pipelines at hourly cadences to catch flash sales and competitor repricing events in real time.

// engagement pipeline

From target list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide product URLs, category IDs, or search keywords. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, Korean residential proxies, and JavaScript rendering for 11st.co.kr.

Validation & QA
d 4–6

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

Delivery
ongoing

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

Under the hood

How our 11st.co.kr pipeline handles the hard parts

Korean e-commerce platforms deploy aggressive geo-blocking and dynamic rendering. Here is how we maintain data flow.

pipeline-monitor · 11st.co.kr · 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
Korean residential proxies

11st.co.kr aggressively blocks non-Korean IP ranges and data centre traffic. We route all requests through high-reputation Korean residential ISP proxies to ensure consistent access and prevent IP bans.

JavaScript rendering
Playwright for dynamic pricing

Final prices on 11st.co.kr are calculated client-side based on available coupons and card promotions. We use headless Playwright browsers to execute the JavaScript and capture the fully rendered price state.

Schema stability
Resilient selectors

Platform layout changes are frequent during major sales events. Our extraction logic relies on multiple fallback chains, including targeting the underlying JSON data objects embedded in the page source.

Change detection
Only re-scrape what changes

We maintain a hash index of last-seen values per product. 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 and schema drift, responding before you notice.

Applications

Who uses 11st.co.kr data

Teams across industries use 11st.co.kr data to build competitive products and smarter operations.

01
Price Intelligence

Electronics brands monitor competitor pricing, including hidden coupon discounts, to adjust their own pricing strategies.

02
MAP Monitoring

Manufacturers track unauthorized sellers breaking Minimum Advertised Price agreements across the marketplace.

03
Market Research

Analysts track category saturation and new product launches within the Korean consumer electronics sector.

04
AI Training Data

ML teams use structured Korean product descriptions and review text to train localized NLP models.

05
Demand Forecasting

Supply chain teams correlate review velocity and out-of-stock indicators to predict hardware demand.

06
Competitor Analysis

Brands analyze competitor seller ratings and delivery performance to identify operational weaknesses.

Why DataFlirt

"11st.co.kr holds the pricing signals for Korea's electronics market, but extracting accurate final prices requires navigating complex discount layers."

Most teams fail to parse 11st.co.kr because they miss the layered discount structures: base price, card-specific discounts, and T-Membership deductions. We render the full JavaScript application, apply localized Korean residential proxies, and extract the exact final price your competitors are offering.

Technical Spec

11st.co.kr scraper — technical capabilities

Everything supported by our 11st.co.kr scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for coupon and card discount calculations
Supported
CAPTCHA bypass
Automated solver integration for rate-limit challenges
Supported
Korean Residential IPs
ISP-grade residential IPs from KR pools to bypass geo-blocks
Supported
T-Membership pricing
Extraction of telecom-specific discount tiers
Supported
Review pagination
Full review corpus extraction across all product pages
Supported
Change detection (diffs)
Hash-based diff to emit only changed records
Supported
User purchase history
Requires authenticated user session and 2FA
Partial
SK Pay point balances
Private wallet data behind authentication walls
Partial
Infrastructure

Infrastructure powering the 11st.co.kr pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusAPIWebhook
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering and interaction flows for complex pricing widgets.

Localized Proxy Infrastructure

We maintain dedicated pools of Korean residential ISP proxies. Rotation happens per-request to bypass strict regional blocking.

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 arrays
CSV
Flat file with typed columns
Parquet
Columnar format for data warehouses
S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoints for on-demand queries
BigQuery
Streamed directly into your dataset
Snowflake
Stage and COPY INTO workflow
// faq

Common questions.

About 11st.co.kr scraping, legality, and pipeline operations.

Ask us directly →
Is scraping 11st.co.kr legal?

Scraping publicly available product and pricing information is generally permissible. DataFlirt targets only public, non-authenticated data. We do not extract personal user data or circumvent authentication walls.

How do you handle geo-blocking?

We route all traffic through high-quality Korean residential proxies. This ensures our requests appear as legitimate local user traffic, bypassing data centre IP blocks.

Can you extract final prices including coupons?

Yes. We use JavaScript rendering to load the dynamic pricing modules, allowing us to extract the base price, coupon discounts, and card-specific offers.

Do you track Shocking Deals?

Yes. We can monitor specific categories for Shocking Deal (쇼킹딜) placements and track their duration and discount depth.

What is the minimum engagement?

Our minimum engagement starts at a defined list of 5,000 product URLs or specific category paths with daily delivery cadences.

Can I get a sample dataset?

Yes. We provide a sample run of up to 500 products during the scoping phase to validate schema fit and data quality.

$ dataflirt scope --new-project --source=11st.co.kr 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 electronics catalogue dump or continuous price monitoring across thousands of SKUs, we build and operate the pipeline.

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