We extract POM-V listings, pet nutrition pricing, stock depth, and active ingredients from Animed Direct. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
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 animed.co.uk. All fields typed and schema-versioned.
"sku": "ANI-10492", "title": "Bravecto Chewable Tablets for Dogs", "brand": "Bravecto", "category": "Flea & Tick", "animal_type": "Dog", "prescription_required": true, "active_ingredients": "['Fluralaner']", "price": 28.5
| # | sku | title | brand | category | animal_type | prescription_required |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Stock objects from animed.co.uk. All fields typed and schema-versioned.
"sku": "ANI-10492", "price": 28.5, "list_price": 35.0, "discount_pct": 18.5, "stock_status": "In Stock", "stock_quantity": 142, "delivery_cost": 3.99, "last_checked": "2026-08-14T10:22:00Z"
| # | sku | price | list_price | discount_pct | stock_status | stock_quantity |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Veterinary Classifications objects from animed.co.uk. All fields typed and schema-versioned.
"sku": "ANI-10492", "legal_category": "POM-V", "pom_v": true, "nfa_vps": false, "avm_gsl": false, "dispensing_rules": "Requires valid veterinary prescription prior to dispatch.", "manufacturer": "MSD Animal Health"
| # | sku | legal_category | pom_v | nfa_vps | avm_gsl | dispensing_rules |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews objects from animed.co.uk. All fields typed and schema-versioned.
"review_id": "REV-993821", "sku": "ANI-10492", "rating": 5.0, "author": "Sarah Jenkins", "date": "2026-07-21", "title": "Highly effective", "verified_purchase": true, "body": "Cleared up the flea issue within 24 hours. Very satisfied."
| # | review_id | sku | rating | author | date | title |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from animed.co.uk. All fields typed and schema-versioned.
"keyword": "joint supplement dog", "rank": 3, "sku": "ANI-88321", "title": "Yumove Adult Dog Joint Supplement", "price": 32.99, "in_stock": true, "sponsored": false, "scraped_at": "2026-08-14T10:25:11Z"
| # | keyword | rank | sku | title | price | in_stock |
|---|---|---|---|---|---|---|
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Our Animed scraper handles the specific complexities of veterinary eCommerce: prescription classifications, active ingredient matrices, dynamic pricing, and stock availability tracking.
Extract legal categories including POM-V, NFA-VPS, and AVM-GSL accurately for compliance and competitor tracking.
Isolate active pharmacological ingredients from product descriptions to map generics against branded medications.
Capture base price, RRP, percentage discounts, and multi-buy tier pricing timestamped per crawl.
Track in-stock status and exact inventory counts where exposed, providing supply chain visibility.
Map products to target animal types, weight classes, and specific breed requirements as defined in the catalogue.
Parse structured analytical constituents from pet food listings including protein, fat, fibre, and ash percentages.
Scrape customer feedback, star ratings, and verified purchase flags across the entire product catalogue.
Monitor organic positioning for high-value symptoms and product keywords across the Animed search engine.
Run continuous pipelines with hash-based diffing. Only receive records when price, stock, or classification changes.
Brief in. Clean data out.
Provide categories, brands, or target SKUs. We map the required fields and extraction logic.
We configure Scrapy crawlers, implement proxy rotation, and handle Animed's specific DOM structure.
Schema validation, null-rate checks, and price-outlier detection before full production launch.
JSON, CSV, or Parquet pushed to your S3 bucket or warehouse on your defined cadence.
Extracting structured data from Animed requires handling dynamic stock widgets and complex product variations. Here is our approach.
Veterinary products often have multiple variations based on animal weight or pack size. We use targeted XPath and CSS selectors to extract variant-specific pricing and SKUs without mixing parent-child data.
Prescription status dictates market dynamics. Our parsers specifically target the legal category badges and dispensing rules to ensure every SKU is accurately flagged as POM-V, NFA-VPS, or AVM-GSL.
To prevent IP bans and rate limiting during full-catalogue sweeps, we route requests through UK-based residential proxies, mimicking legitimate user traffic patterns and maintaining session integrity.
Stock levels and dynamic pricing tiers are often injected via client-side JavaScript. We utilize Playwright to render the DOM fully, capturing data that standard HTTP requests miss.
Ingredient strings vary wildly. Our pipeline cleans and normalises active ingredient lists, allowing you to map Animed's catalogue against standard pharmacological databases.
Veterinary pharmacies and pet retailers monitor Animed's pricing to adjust their own margins and remain competitive.
Pharmaceutical manufacturers track retail prices to ensure compliance with Minimum Advertised Price policies.
Analysts track product availability, review velocity, and category expansion to measure market trends in pet health.
Distributors monitor out-of-stock indicators to forecast demand and optimise inventory distribution.
Rival online dispensaries analyse Animed's product range, bundle offers, and delivery thresholds to refine their own offerings.
Data teams use active ingredient mappings to identify market opportunities for generic veterinary medications.
"Animed holds the critical pricing baseline for the UK veterinary market, but extracting POM-V classifications and dynamic stock requires dedicated infrastructure."
Most teams underestimate the complexity of veterinary eCommerce scraping. Capturing accurate legal classifications, dynamic pricing tiers, and active ingredient matrices requires resilient selectors and proxy rotation. DataFlirt absorbs this complexity so your engineers can focus on analysis.
Everything supported by our animed.co.uk scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering for dynamic stock widgets and interaction flows.
We maintain pools of UK residential ISP proxies. Rotation happens per-request to prevent rate limiting from Animed's anti-bot systems.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. State is stored in Postgres.
Data delivered to where your team already works — no new tooling required.
About animed.co.uk scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available pricing, stock, and product information is generally permissible. DataFlirt targets only public, non-authenticated catalogue data. We do not extract personal user data or circumvent authentication walls to access private prescription records. Clients should consult legal counsel for their specific use cases.
Our selector strategy uses multiple fallback chains per field. We monitor for schema drift and null-rate spikes in real time. If Animed updates its DOM, our engineers adjust the parsers before it impacts your downstream systems.
Yes. We specifically target the legal category badges and dispensing rule text on the product pages to ensure every SKU is accurately flagged according to UK veterinary medicine regulations.
Pipelines can be configured for daily full-catalogue sweeps or intra-day checks on high-priority SKUs. Stock and price changes are captured and delivered within minutes of the crawl completing.
Yes. Every pipeline run produces timestamped snapshots. You can build a time-series database of Animed's pricing and stock depth from the date your pipeline is commissioned.
Our smallest packages start at a defined SKU list (typically 1,000-5,000 items) with weekly delivery. For full catalogue extraction, we price based on volume and delivery frequency.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or continuous price monitoring across thousands of veterinary SKUs - we scope, build, and operate the pipeline. Tell us what you need.
