SYSTEM all green source zooplus.com queue 12,492 pages p99 latency 185ms dataflirt.com · scraper/zooplus-com
RUN · 31 active pipelines · zooplus.com live

Zooplus data,
at warehouse scale.

We extract pet supply catalogues, ingredient lists, pricing tiers, zooPoints, and customer reviews from Zooplus. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Products extracted
142K /run
Price updates
315K /24h
Review records
2.1M /run
Active pipelines
31
Uptime
99.98%
Data Dictionary

Every field we extract from zooplus.com

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

Complete list of extractable fields for Product Data objects from zooplus.com. All fields typed and schema-versioned.

skutitlebrandcategorysub_categoryanimal_typedescriptioningredientsnutritional_additivesanalytical_constituentsfeeding_guideimage_urlsproduct_url
product_data
● 200 OK
"sku": "85493.1",
"title": "Concept for Life Large Adult",
"brand": "Concept for Life",
"category": "Dog Food",
"animal_type": "Dog",
"ingredients": "25% fresh poultry meat, rice, poultry protein...",
"analytical_constituents": "{"protein": 26.0, "fat": 14.0, "ash": 6.5}",
"product_url": "https://www.zooplus.com/shop/dogs/dry_dog_food/concept_for_life/large/85493"
# skutitlebrandcategorysub_categoryanimal_type
1
2
3

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

skubase_priceunit_priceunit_measurecurrencydiscount_pctsaver_plan_pricezoopoints_earnedbulk_discount_tiersin_stockstock_status
pricing_& offers
● 200 OK
"sku": "85493.1",
"base_price": 45.99,
"unit_price": 3.83,
"unit_measure": "kg",
"currency": "EUR",
"saver_plan_price": 43.69,
"zoopoints_earned": 45,
"in_stock": true
# skubase_priceunit_priceunit_measurecurrencydiscount_pct
1
2
3

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

review_idskureviewer_nameratingreview_datereview_titlereview_textpet_typehelpful_votesverified_purchase
reviews_& ratings
● 200 OK
"review_id": "rev_948210",
"sku": "85493.1",
"rating": 5,
"review_date": "2023-10-14",
"review_title": "Great for my Shepherd",
"review_text": "Digestion improved noticeably within two weeks.",
"pet_type": "German Shepherd",
"helpful_votes": 12,
"verified_purchase": true
# review_idskureviewer_nameratingreview_datereview_title
1
2
3

Complete list of extractable fields for Category & Search objects from zooplus.com. All fields typed and schema-versioned.

keywordcategory_pathpositionskutitlepriceratingreview_countbadgesis_promoted
category_& search
● 200 OK
"keyword": "grain-free dog food",
"position": 3,
"sku": "11223.4",
"title": "Wolf of Wilderness Adult",
"price": 54.99,
"rating": 4.6,
"review_count": 3420,
"badges": "['Grain-Free', 'High Protein']",
"is_promoted": false
# keywordcategory_pathpositionskutitleprice
1
2
3

Complete list of extractable fields for Brand Intelligence objects from zooplus.com. All fields typed and schema-versioned.

brand_namebrand_urltotal_productsaverage_pricetop_categoriesaverage_ratingreview_volumeactive_promotions
brand_intelligence
● 200 OK
"brand_name": "Royal Canin",
"total_products": 245,
"average_price": 58.5,
"top_categories": "['Dog Food', 'Cat Food']",
"average_rating": 4.7,
"review_volume": 145020,
"active_promotions": "['10% off Breed Nutrition']"
# brand_namebrand_urltotal_productsaverage_pricetop_categoriesaverage_rating
1
2
3

Capabilities

Everything you need from Zooplus — structured and normalised

Our Zooplus scraper navigates regional storefronts, parses complex nutritional tables, and resolves multi-pack unit pricing. We handle the proxy rotation and rate limiting so you get clean data.

Full Catalogue Extraction

SKU-level extraction across dog, cat, small pet, fish, and bird categories. We map parent-child variant relationships for multi-packs.

Ingredient & Nutrition Parsing

Extract analytical constituents, additives, and ingredient lists into structured key-value arrays rather than raw HTML strings.

Pricing & Saver Plans

Track base prices, unit pricing per kg or litre, bulk discounts, and Saver Plan tier pricing across the entire catalogue.

zooPoints Tracking

Capture loyalty points earned per product to model customer retention incentives and promotional depth.

Review & Rating Mining

Extract customer reviews, star ratings, and pet-specific feedback across paginated endpoints for sentiment analysis.

Stock & Availability

Monitor out-of-stock items, restock dates, and variant availability by specific European region.

Multi-Region Support

Extract data from zooplus.de, zooplus.co.uk, zooplus.fr, and 20 other European storefronts with localised pricing.

Search Rank Tracking

Monitor organic positioning for high-volume pet food and accessory keywords to audit brand visibility.

Scheduled Diffing

Run daily or weekly pipelines. We hash records and only deliver changed fields to reduce your downstream processing load.

// engagement pipeline

From target categories to warehouse records

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, brands, or search terms. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy spiders, European proxy pools, and rate-limit handling for zooplus.com.

Validation & QA
d 4–6

Schema validation, unit price normalisation, and null-rate checks before deployment.

Delivery
ongoing

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

Under the hood

How our Zooplus pipeline handles the hard parts

Extracting retail data requires parsing unstructured product descriptions and bypassing regional rate limits. Here is how we build resilience into the pipeline.

pipeline-monitor · zooplus.com · 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
Proxy routing
European residential proxy rotation

Zooplus employs regional blocking and rate limiting. We route requests through EU-based residential proxies to maintain access and extract correct local pricing without triggering security challenges.

Variant mapping
Complex multi-pack structures

Pet food comes in multiple weight variants and multi-packs. We map parent-child relationships and calculate exact unit pricing per kg or litre to ensure accurate competitor comparisons.

Data structuring
Unstructured nutrition parsing

Ingredients and analytical constituents are often stored as raw HTML blobs. We use custom regex pipelines to parse these into clean JSON key-value pairs for protein, fat, and ash percentages.

Localisation
Multi-storefront normalisation

Zooplus operates over 20 regional sites. We normalise currencies, translations, and SKU mappings to provide a unified pan-European dataset for cross-border analysis.

Efficiency
Hash-based change detection

To minimise compute and downstream load, we hash SKU records and only push updates when price, stock availability, or zooPoints values change.

Applications

Who uses Zooplus data — and how

Teams across industries use zooplus.com data to build competitive products and smarter operations.

01
Competitor Price Monitoring

Pet retailers track Zooplus pricing, bulk discounts, and Saver Plan rates to adjust their own pricing strategies.

02
Brand Market Share Analysis

FMCG brands monitor shelf-space, search positioning, and promotional visibility across Zooplus regional sites.

03
Nutritional Trend Analysis

Analyse ingredient lists and analytical constituents to identify trends in grain-free, high-protein, or hypoallergenic pet foods.

04
Assortment Planning

Retail buyers analyse catalogue depth, new product introductions, and out-of-stock rates to optimise their own inventory.

05
Customer Sentiment Analysis

NLP models process Zooplus reviews to extract product feedback based on specific pet breeds or dietary requirements.

06
Cross-Border Arbitrage

Distributors compare pricing and availability across zooplus.de, zooplus.co.uk, and zooplus.fr to identify regional pricing inefficiencies.

Why DataFlirt

"Zooplus holds the most comprehensive pet food ingredient and pricing dataset in Europe, but extracting structured nutritional profiles requires specialised parsing."

Extracting pet supply data involves complex variant mapping, multi-pack unit price calculations, and parsing unstructured HTML blobs into clean nutritional arrays. DataFlirt manages the infrastructure, proxy rotation, and parsing logic so your team receives analytics-ready data without the maintenance overhead.

Technical Spec

Zooplus scraper — technical capabilities

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

SKU variant mapping
Parent-child mapping for multi-packs and weight variants
Supported
Unit price calculation
Price per kg or litre extraction for accurate comparison
Supported
Multi-region storefronts
Support for zooplus.de, .co.uk, .fr, .it, .es and others
Supported
Ingredient parsing
Structured key-value pairs for analytical constituents
Supported
zooPoints extraction
Capture loyalty points earned per SKU
Supported
Review pagination
Full review corpus extraction across all pages
Supported
Change detection
Hash-based diffs for price and stock updates
Supported
Webhook delivery
HTTP POST per record for real-time workflows
Supported
User purchase history
Gated historical order data requires authentication
Partial
Personalised Saver Plan discounts
Account-specific loyalty tiers and custom pricing
Partial
Infrastructure

Infrastructure powering the Zooplus 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 the bulk crawl orchestration, while Playwright manages JavaScript execution for dynamic pricing and review hydration.

EU Proxy Infrastructure

Localised residential proxies across Germany, UK, France, and Spain ensure accurate regional pricing and bypass geo-blocking.

Cloud-Native Orchestration

Airflow manages scheduling and dependencies on AWS ECS. Postgres stores state, ensuring data integrity across millions of SKUs.

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
Excel compatible format for smaller datasets
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for downstream processing
API
REST endpoints for querying extracted data
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow — incremental or full-replace
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About zooplus.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Zooplus legal?

Scraping publicly available product, pricing, and review data from Zooplus is generally permissible under EU and UK law. We do not extract PII or bypass authenticated user areas.

How do you handle regional storefronts?

We configure separate spiders for each region (e.g., zooplus.de vs zooplus.co.uk), routing requests through local residential proxies to capture accurate local pricing and language data.

Can you parse complex ingredient lists?

Yes. We use custom regex pipelines to transform unstructured HTML text into clean JSON objects, isolating analytical constituents like protein, fat, and ash percentages.

How do you calculate unit pricing?

We extract both the base price and the unit price (e.g., price per kg). For multi-packs, we map the parent-child relationship to ensure accurate price-per-unit comparisons.

Do you track zooPoints and Saver Plans?

Yes. We extract the publicly listed zooPoints earned per item and the standard Saver Plan discount tiers available on the product page.

How fresh is the pricing data?

We can run pricing pipelines at daily or sub-daily frequencies. Our change-detection system ensures you only process records where prices or stock levels have shifted.

Can I request a sample dataset?

Yes. We provide sample exports of up to 1,000 SKUs from your target category to validate schema structure and data quality before signing a contract.

$ dataflirt scope --new-project --source=zooplus.com 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 extract or continuous price monitoring across European storefronts — we build and operate the pipeline. Tell us what you need.

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

More in pets

Services

Data Extraction for Every Industry

View All Services →