We extract prescription pricing, OTC pet supplies, ingredient lists, brand catalogues, and customer reviews from PetCareRx. 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 Prescription Medications objects from petcarerx.com. All fields typed and schema-versioned.
"product_id": "RX-8492", "title": "Heartgard Plus Chewables for Dogs", "brand": "Heartgard", "pet_type": "Dog", "rx_required": true, "price": 45.99, "auto_ship_price": 41.39
| # | product_id | title | brand | pet_type | medication_type | dosage_form |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for OTC Supplies & Food objects from petcarerx.com. All fields typed and schema-versioned.
"product_id": "OTC-1102", "title": "Purina Pro Plan Sensitive Skin & Stomach", "brand": "Purina", "category": "Food", "life_stage": "Adult", "price": 68.98, "stock_status": "In Stock"
| # | product_id | title | brand | category | sub_category | life_stage |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Offers objects from petcarerx.com. All fields typed and schema-versioned.
"product_id": "RX-8492", "current_price": 45.99, "list_price": 52.0, "auto_ship_price": 41.39, "auto_ship_discount_pct": 10, "coupon_eligible": true, "points_earned": 45
| # | product_id | current_price | list_price | auto_ship_price | auto_ship_discount_pct | coupon_eligible |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews & Ratings objects from petcarerx.com. All fields typed and schema-versioned.
"review_id": "REV-99381", "product_id": "RX-8492", "rating": 5, "review_date": "2023-10-14", "review_title": "Works great", "review_text": "My dog loves the taste.", "verified_buyer": true
| # | review_id | product_id | reviewer_name | rating | review_date | review_title |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Ingredients & Specs objects from petcarerx.com. All fields typed and schema-versioned.
"product_id": "RX-8492", "active_ingredients": "['Ivermectin', 'Pyrantel']", "caloric_content": "20 kcal/chew", "storage_instructions": "Store at room temperature.", "warnings": "Keep out of reach of children.", "side_effects": "Vomiting, diarrhea"
| # | product_id | active_ingredients | inactive_ingredients | guaranteed_analysis | caloric_content | feeding_instructions |
|---|---|---|---|---|---|---|
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Our PetCareRx scraper handles every layer of the platform: prescription catalogues, dynamic auto-ship pricing, ingredient lists, and the review corpus - with JavaScript rendering and session management built in.
Extract medication type, dosage form, strength options, and Rx requirements for every veterinary medication.
Capture standard list prices alongside auto-ship subscription discounts and Pet Points values.
Extract active ingredients, inactive ingredients, guaranteed analysis, and caloric content from product specification tabs.
Track out-of-stock items, backorder statuses, and shipping delays across the entire catalogue.
Full review text, star ratings, helpful vote counts, and verified buyer flags paginated across all review pages.
Extract full brand portfolios, mapping individual SKUs to parent brands and manufacturers.
Map nested categories like Dog > Health > Flea & Tick to maintain accurate product classification.
Extract loyalty point values and promotional multipliers attached to specific items.
Run continuous pipelines at daily or weekly cadences with change-detection diffing to monitor price fluctuations.
Brief in. Clean data out.
Provide category URLs, brand names, or specific medication lists. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for petcarerx.com.
Schema validation, null-rate checks, price-outlier detection, and sample reviews before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting accurate pharmacy data requires navigating complex dynamic elements. Here is how we stay resilient.
Our crawlers use residential ISP proxies with realistic browser fingerprints, randomised request timing, and full cookie session management to bypass perimeter defenses.
Auto-ship pricing toggles and product variation selectors are heavily JavaScript-rendered. We run full Playwright browser sessions to capture data that headless HTTP clients miss entirely.
Our selector strategy uses multiple fallback chains per field - CSS selectors, XPath, and text-pattern matching - so a layout change does not break your data pipeline overnight.
We maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, and schema drift.
Veterinary pharmacies and pet retailers monitor pricing and auto-ship discounts to remain competitive.
Retailers track brand catalogues and product variations to identify missing SKUs in their own inventory.
Pet food and medication brands audit pricing to ensure compliance with Minimum Advertised Price policies.
Analysts track category expansion and stock availability to identify trends in pet healthcare.
Formulators analyze active ingredients and guaranteed analysis data across top-selling products.
Brands extract customer reviews to monitor product efficacy, side effects, and overall satisfaction.
"PetCareRx holds critical pricing intelligence for veterinary prescriptions and pet supplies, but extracting it requires navigating complex product variations and dynamic auto-ship pricing models."
Most teams underestimate the complexity of scraping pet pharmacy data. Extracting accurate dosage variations, prescription requirements, and auto-ship discounts requires full JavaScript execution and residential proxies. DataFlirt handles the infrastructure so you can focus on pricing strategy.
Everything supported by our petcarerx.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, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows.
We maintain pools of residential ISP proxies across US regions. Rotation happens per-request with sticky sessions where required.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About petcarerx.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from PetCareRx is generally permissible. DataFlirt targets only public product, pricing, and review data. We do not extract personal data, circumvent authentication walls, or scrape private prescription histories.
Auto-ship prices are often rendered dynamically via JavaScript based on user interaction. We use Playwright to simulate the selection of subscription options and extract the updated DOM elements.
Yes. We extract public catalogue data including medication type, dosage options, active ingredients, and whether a veterinary prescription is required for purchase.
Full catalogue refreshes at daily or weekly cadences complete within a 6-12 hour window depending on size. We monitor specific SKU sets at higher frequencies if required.
Yes. We separate active ingredients from inactive ingredients and parse guaranteed analysis tables into structured JSON objects.
Our smallest packages start at a defined category list with weekly delivery. For larger catalogues or custom schema requirements, 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 product catalogue dump or a continuous price-monitoring feed across the entire pharmacy - we scope, build, and operate the pipeline. Tell us what you need.
