SYSTEM all green source nu3.de queue 12,408 pages p99 latency 184ms dataflirt.com · scraper/nu3-de
RUN : 21 active pipelines : nu3.de live

Nu3.De nutrition data,
at warehouse scale.

We extract supplement listings, nutritional profiles, ingredient lists, pricing signals, and reviews from nu3.de. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.

Products extracted
18.2K /run
Price updates
42.1K /24h
Nutritional profiles
15.9K /run
Active pipelines
21
Uptime
99.98%
Data Dictionary

Every field we extract from nu3.de

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 nu3.de. All fields typed and schema-versioned.

skutitlebrandcategorysub_categorypricebase_pricecurrencydiscount_pctin_stockratingreview_countflavoursizeurl
product_listings
● 200 OK
"sku": "NU3-1029",
"title": "nu3 Vegan Protein 3K",
"brand": "nu3",
"price": 24.99,
"base_price": "24.99 EUR / kg",
"flavour": "Chocolate",
"in_stock": true
# skutitlebrandcategorysub_categoryprice
1
2
3

Complete list of extractable fields for Nutritional Profiles objects from nu3.de. All fields typed and schema-versioned.

skuenergy_kjenergy_kcalfat_gsaturated_fat_gcarbs_gsugars_gfiber_gprotein_gsalt_gserving_size_g
nutritional_profiles
● 200 OK
"sku": "NU3-1029",
"energy_kcal": 384,
"fat_g": 4.5,
"carbs_g": 3.2,
"sugars_g": 0.8,
"protein_g": 78.5,
"serving_size_g": 30
# skuenergy_kjenergy_kcalfat_gsaturated_fat_gcarbs_g
1
2
3

Complete list of extractable fields for Ingredients & Allergens objects from nu3.de. All fields typed and schema-versioned.

skuingredients_textallergens_listveganvegetariangluten_freelactose_freeorganic_certifiedwarnings
ingredients_& allergens
● 200 OK
"sku": "NU3-1029",
"ingredients_text": "Pea protein isolate (78%), cocoa powder...",
"allergens_list": "['Soy']",
"vegan": true,
"gluten_free": true,
"organic_certified": false
# skuingredients_textallergens_listveganvegetariangluten_free
1
2
3

Complete list of extractable fields for Pricing & Offers objects from nu3.de. All fields typed and schema-versioned.

skupriceold_pricediscount_pctbase_pricebase_price_unitbulk_discount_availablebulk_tierscurrencyscraped_at
pricing_& offers
● 200 OK
"sku": "NU3-1029",
"price": 24.99,
"old_price": 29.99,
"discount_pct": 16,
"base_price": 24.99,
"base_price_unit": "kg",
"scraped_at": "2026-05-12T09:14:00Z"
# skupriceold_pricediscount_pctbase_pricebase_price_unit
1
2
3

Complete list of extractable fields for Reviews & Ratings objects from nu3.de. All fields typed and schema-versioned.

review_idskureviewer_namestar_ratingreview_titlereview_bodyreview_dateverified_buyerhelpful_votes
reviews_& ratings
● 200 OK
"review_id": "REV-99281",
"sku": "NU3-1029",
"star_rating": 5,
"review_title": "Great taste and mixability",
"review_date": "2026-04-18",
"verified_buyer": true
# review_idskureviewer_namestar_ratingreview_titlereview_body
1
2
3

Capabilities

Extract every macro, micro, and price point

Our nu3.de scraper handles supplement listings, complex nutritional tables, variant combinations, and dynamic stock levels with zero manual intervention.

Full Product Data Extraction

Title, brand, size, format, flavour, and category mapping extracted accurately per SKU.

Nutritional Table Parsing

Extraction of macronutrients and micronutrients per 100g and per serving into structured formats.

Ingredient & Allergen Mining

Full text extraction of ingredients, explicit allergen warnings, and dietary flag normalisation.

Base Price Calculation Tracking

Monitor price per 100g or per kg across different package sizes for accurate cost comparison.

Variant & Flavour Mapping

Link parent products to all available flavour and size combinations with accurate child SKUs.

Real-Time Stock Monitoring

Track availability status across high velocity supplement lines to detect stockouts instantly.

Review & Rating Extraction

Customer feedback, star ratings, and verified purchase status extracted across all pagination.

Category & Rank Scraping

Position tracking within specific fitness goals or categories to monitor product visibility.

Scheduled Pipeline Modes

Run daily or hourly diffs for pricing and stock changes to keep your warehouse updated.

// engagement pipeline

From category URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, brands, or specific SKUs. We map the nutritional schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, and complex table parsers for nu3.de.

Validation & QA
d 4–6

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

Delivery
ongoing

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

Under the hood

Handling the complexities of supplement data

Extracting eCommerce data is standard. Parsing unstructured nutritional panels and tracking multi-dimensional variants requires specific infrastructure.

pipeline-monitor · nu3.de · 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
Nutritional table normalisation
Parsing inconsistent HTML tables

Supplements display nutritional data in varying formats. We normalise per 100g and per serving metrics into a strict, queryable schema.

Multi-dimensional variant mapping
Flavour and size permutations

A single protein powder can have 40 permutations. We map every child SKU to its parent, capturing specific prices and stock states per variant.

Base price extraction
Standardising cost metrics

Comparing a 900g tub to a 2.5kg pouch requires base price data. We extract and normalise the EUR/kg or EUR/100g values for accurate competitive analysis.

German IP routing
Localised pricing and availability

Nu3 serves region-specific content. We route requests through German residential proxies to capture accurate local pricing, tax inclusions, and stock.

Anti-bot circumvention
Residential proxy rotation

We bypass standard eCommerce rate limits using rotating residential IPs and realistic browser fingerprints, ensuring uninterrupted daily extraction.

Applications

Who uses nu3.de data and how

Teams across industries use nu3.de data to build competitive products and smarter operations.

01
Competitive Price Intelligence

Sports nutrition brands monitor nu3.de pricing, base price metrics, and discount strategies to adjust their own D2C pricing.

02
Product Formulation Research

R&D teams analyse nutritional profiles, macro splits, and ingredient lists of top-selling supplements to inform new product development.

03
Market Trend Analysis

Analysts track category growth, new flavour launches, and dietary shifts across the nu3 catalogue.

04
Sentiment & Review Mining

Brands aggregate customer reviews to identify common complaints about mixability, taste, or digestion to improve formulations.

05
Assortment Gap Analysis

Retailers map nu3.de's brand and product assortment to identify missing categories or trending niche supplements in their own stores.

06
MAP Monitoring

Supplement manufacturers audit nu3.de listings to ensure retail prices comply with Minimum Advertised Price agreements.

Why DataFlirt

"Supplement eCommerce relies entirely on macro transparency and base pricing. If you cannot query the nutritional panel, you do not have the data."

Most retail scrapers fail at sports nutrition because they treat it like standard apparel. Extracting nu3.de requires parsing complex, irregular HTML tables for nutritional profiles, mapping dozens of flavour-size permutations, and standardising base prices across weight formats. DataFlirt handles this normalisation at the pipeline level.

Technical Spec

Nu3.de scraper: technical capabilities

Everything supported by our nu3.de scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Nutritional table parsing
Extracts macros, micros, and amino acid profiles into structured JSON
Supported
Base price normalisation
Captures and formats EUR/kg or EUR/100g metrics
Supported
Variant mapping
Links all flavour and size combinations to parent product
Supported
German proxy routing
Localised DE pricing and stock extraction
Supported
Ingredient list extraction
Full text parsing of ingredients and allergen warnings
Supported
Review pagination
Extracts all customer reviews across multiple pages
Supported
Change detection (diffs)
Only emits records with changed stock or pricing
Supported
Loyalty point balances
Requires authenticated customer login
Partial
Personalised discount codes
Account-specific promotional offers
Partial
Infrastructure

Infrastructure powering the Nu3 pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Handles crawl orchestration and JavaScript rendering for dynamic variant selection and pricing updates.

Residential Proxy Infrastructure

Utilises DE-based residential IPs to ensure accurate local pricing and bypass standard eCommerce rate limiting.

Cloud-Native Orchestration

Pipelines run on AWS ECS with Airflow scheduling, ensuring reliable daily or hourly data delivery.

Output & Delivery

Your data, your destination

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

JSON
Newline-delimited or nested schema
CSV
Flat file with typed columns
Parquet
Columnar format for data warehouses
S3
Direct bucket delivery
Webhook
HTTP POST per record
BigQuery
Streamed directly into your dataset
Postgres
Upsert into your existing schema
Snowflake
Stage and COPY INTO workflow
// faq

Common questions.

About nu3.de scraping, legality, and pipeline operations.

Ask us directly →
Is scraping nu3.de legal?

Scraping public product data, pricing, and nutritional information is generally permissible. We do not extract PII or bypass authentication walls.

Can you parse the nutritional tables accurately?

Yes. Our pipeline includes specific parsers for nu3.de's nutritional HTML structures, normalising macros and micros into a consistent schema.

Do you capture flavour and size variants?

Absolutely. We map all child variants to their parent product, capturing specific prices and stock for each permutation.

How do you handle base pricing?

We extract the stated base price directly from the listing, which is critical for standardising cost comparisons in sports nutrition.

Can I extract data from specific categories only?

Yes. Pipelines can be scoped to specific URLs, such as only Vegan Protein or Vitamins, or configured to scrape the entire catalogue.

How fresh is the stock data?

We can configure pipelines to run hourly for high-velocity SKUs to capture intraday stock changes, or daily for full-catalogue pricing updates.

Do you capture allergen and dietary flags?

Yes. We extract the full ingredient text, explicit allergen warnings, and dietary badges like Vegan, Gluten-Free, and Organic.

$ dataflirt scope --new-project --source=nu3.de 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 extraction of nutritional profiles or a continuous feed of supplement pricing and stock, we build and operate the pipeline. Tell us what you need.

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