We extract product listings, Rx requirements, pricing signals, and equine supply catalogues from Valleyvet. 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 valleyvet.com. All fields typed and schema-versioned.
"product_id": "VET-492", "title": "Ivermectin Paste 1.87%", "brand": "Zimecterin", "price": 12.95, "rx_required": false, "species": "Equine", "in_stock": true
| # | product_id | title | category | species | brand | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Inventory objects from valleyvet.com. All fields typed and schema-versioned.
"sku": "12345-EQ", "base_price": 45.0, "sale_price": 39.99, "discount_pct": 11, "stock_status": "In Stock", "bulk_pricing": true, "currency": "USD"
| # | product_id | sku | base_price | sale_price | discount_pct | bulk_pricing |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Rx & Medications objects from valleyvet.com. All fields typed and schema-versioned.
"generic_name": "Carprofen", "dosage_form": "Chewable", "strength": "75mg", "rx_required": true, "active_ingredients": "Carprofen", "species_target": "Canine", "storage_requirements": "Room Temperature"
| # | product_id | generic_name | dosage_form | strength | rx_required | active_ingredients |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews objects from valleyvet.com. All fields typed and schema-versioned.
"review_id": "R99281", "rating": 5, "title": "Works great for my gelding", "date": "2025-10-12", "helpful_votes": 4, "reviewer": "HorseOwner99", "verified_buyer": true
| # | review_id | product_id | reviewer | rating | date | title |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Categories & Taxonomy objects from valleyvet.com. All fields typed and schema-versioned.
"category_id": "C-Equine-Dewormers", "name": "Dewormers", "parent_category": "Equine Health", "product_count": 42, "species_filter": "Horse", "top_brands": "['Zimecterin', 'Panacur']", "department": "Equine"
| # | category_id | name | parent_category | url | product_count | breadcrumb |
|---|---|---|---|---|---|---|
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Our Valleyvet scraper handles every layer of the platform: product catalogues, Rx medication requirements, dynamic pricing, and customer reviews — with anti-bot circumvention built in.
Title, bullets, description, dimensions, weight, images, and every metadata field Valleyvet surfaces.
Capture prescription requirements, active ingredients, dosage forms, and species warnings.
Extract base price, sale price, and bulk pricing tiers timestamped per crawl.
Extract categorisation data mapped to equine, canine, feline, and livestock departments.
Full review text, star ratings, helpful vote counts, and verified purchase flags.
Identify products requiring refrigeration, special shipping, or hazardous material handling.
Extract volume discount thresholds and corresponding price reductions for large orders.
Monitor inventory status, backorder notices, and discontinued product flags.
Run one-off bulk exports or configure continuous pipelines at daily or weekly cadences.
Brief in. Clean data out.
Provide category URLs, keyword sets, or brand names. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, session management, and pagination handling for valleyvet.com.
Schema validation, null-rate checks, price-outlier detection, and sample data review before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Retail sites deploy aggressive scraping countermeasures. Here is how we maintain data flow.
We use US-based residential ISP proxies with realistic browser fingerprints and randomised request timing to avoid IP bans and CAPTCHA walls.
Valleyvet categories can span dozens of pages. Our crawlers systematically paginate through all results to ensure 100% catalogue coverage without missing items.
Prescription requirements are often nested in product descriptions or badges. We normalise this data into boolean fields for easy querying.
For large catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing downstream processing load.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, and coverage drops.
Veterinary pharmacies and pet retailers monitor pricing and bulk discount tiers to adjust their own pricing strategies.
Analysts track new medication launches, active ingredients, and brand dominance within specific species categories.
Retailers analyse Valleyvet's product catalogue to identify gaps in their own equine or livestock supply offerings.
Brands audit product listings to ensure Minimum Advertised Price compliance across retail channels.
Supply chain teams correlate review velocity and stock status with seasonal trends for livestock vaccines and medications.
ML teams use structured veterinary product data and customer reviews to train recommendation engines and sentiment models.
"Valleyvet represents a critical node in equine and pet supply pricing — querying it at scale requires robust infrastructure."
Most teams underestimate the investment required: reliable Valleyvet scraping requires residential proxies, pagination handling, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our valleyvet.com 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 and interaction flows.
We maintain pools of residential ISP proxies. Rotation happens per-request with sticky sessions where required.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About valleyvet.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information is generally permissible. DataFlirt targets only public, non-authenticated product, pricing, and review data. We do not extract personal data or circumvent authentication walls.
We use residential ISP proxies, browser fingerprints, and request timing modelled on human behaviour to ensure reliable data extraction.
Yes. We parse product pages to extract prescription flags, active ingredients, and dosage guidelines into structured fields.
Pipelines can be configured for daily or weekly runs depending on your requirements. Price changes are captured on each scheduled run.
Yes. We map Valleyvet's taxonomy to ensure species-specific data, such as equine tack and supplements, is accurately categorised.
Our packages start at defined category lists with weekly delivery. We price based on volume and delivery frequency.
Yes. We provide a sample run of up to 500 products to validate schema fit and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off product catalogue dump or a continuous price-monitoring feed — we scope, build, and operate the pipeline. Tell us what you need.
