We extract product listings, active ingredients, pricing signals, stock status, and reviews from EntirelyPets. 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 entirelypets.com. All fields typed and schema-versioned.
"sku": "EP-10492", "title": "Heartgard Plus Chewables for Dogs 51-100 lbs", "brand": "Boehringer Ingelheim", "price": 45.99, "auto_ship_price": 43.69, "stock_status": "In Stock", "rx_required": true
| # | sku | title | brand | category | sub_category | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Offers objects from entirelypets.com. All fields typed and schema-versioned.
"sku": "EP-10492", "regular_price": 52.99, "sale_price": 45.99, "auto_ship_price": 43.69, "discount_pct": 13.2, "coupon_eligible": false, "price_timestamp": "2024-10-12T08:14:00Z"
| # | sku | regular_price | sale_price | auto_ship_price | discount_pct | coupon_eligible |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Medication Specs objects from entirelypets.com. All fields typed and schema-versioned.
"sku": "EP-10492", "rx_required": true, "active_ingredients": "['Ivermectin', 'Pyrantel']", "dosage_form": "Chewable Tablet", "species_target": "Dog", "weight_range": "51-100 lbs", "manufacturer": "Boehringer Ingelheim"
| # | sku | rx_required | active_ingredients | dosage_form | species_target | weight_range |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Reviews & Ratings objects from entirelypets.com. All fields typed and schema-versioned.
"review_id": "REV-884920", "sku": "EP-10492", "star_rating": 5, "verified_buyer": true, "review_date": "2024-09-15", "review_title": "Dogs love the taste", "helpful_votes": 12
| # | review_id | sku | reviewer_name | star_rating | review_date | review_title |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Category Hierarchy objects from entirelypets.com. All fields typed and schema-versioned.
"category_id": "CAT-442", "category_name": "Flea & Tick", "parent_category": "Dogs", "url_slug": "/dogs/flea-and-tick", "product_count": 342, "top_brands": "['Frontline', 'Advantage', 'NexGard']", "scraped_at": "2024-10-12T08:15:30Z"
| # | category_id | category_name | parent_category | url_slug | product_count | top_brands |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Our scraper navigates the EntirelyPets catalogue, extracting complex medication specifications, dynamic pricing, and customer reviews with built in bot circumvention and schema validation.
Title, descriptions, directions, active ingredients, weight ranges, and every metadata field EntirelyPets surfaces, scraped at the SKU level.
Extract structured data for Rx vs OTC status, active ingredients, dosage forms, and species targeting for veterinary medications.
Capture regular price, sale price, auto-ship pricing tiers, and map pricing restrictions, timestamped per crawl.
Full review text, star ratings, helpful vote counts, and verified buyer flags, paginated across all review pages.
Extract complete category trees and product counts to understand assortment strategies and catalogue hierarchy.
Track in-stock, out-of-stock, and backorder status across the entire product catalogue to monitor supply chain health.
Aggregate product counts, average pricing, and review sentiment across specific pet care brands.
Monitor subscription pricing models and discount percentages offered for recurring orders.
Run one-off bulk exports or configure continuous pipelines at daily or weekly cadences with change-detection diffing.
Brief in. Clean data out.
Provide SKU lists, category URLs, or brand names. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and session management for entirelypets.com.
Schema validation, null-rate checks, and price-outlier detection before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Scraping eCommerce and pharmacy data requires strict schema management and bot evasion. Here is how we maintain data integrity.
eCommerce platforms block datacentre IPs. Our crawlers use residential ISP proxies with realistic browser fingerprints and full cookie session management, trained on real user behaviour patterns.
Site layouts change. Our selector strategy uses multiple fallback chains per field, including CSS selectors, XPath, and text-pattern matching, so a layout change does not break your data pipeline.
For large catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Veterinary product pages contain unstructured text blocks. We use custom parsing logic to extract specific active ingredients, dosages, and warnings into clean, queryable arrays.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, and coverage drops, responding before you notice.
Pet supply retailers monitor pricing and auto-ship discounts to remain competitive in the market.
Veterinary pharmaceutical brands audit EntirelyPets for Minimum Advertised Price violations.
Analysts track new product additions, active ingredients, and category growth to identify market trends.
eCommerce managers compare assortment overlap, stock availability, and review sentiment against their own catalogues.
Retail buyers analyse top-reviewed products and brand dominance to inform their own purchasing decisions.
ML teams use structured medication specifications and review corpuses to train veterinary recommendation engines.
"EntirelyPets holds critical pricing and ingredient data for the pet pharmacy market, but none of it is queryable unless you build the pipeline."
Most teams underestimate the investment required: reliable pet pharmacy scraping requires residential proxies, daily selector maintenance, and anomaly monitoring for complex medical attributes. DataFlirt absorbs that complexity so your engineers can focus on the analysis.
Everything supported by our entirelypets.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 for dynamic elements.
We maintain pools of residential ISP proxies. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
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 entirelypets.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from EntirelyPets is generally permissible. DataFlirt targets only public, non-authenticated product, pricing, and review data. We do not extract personal user data or circumvent authentication walls.
We use residential ISP proxies, browser rendering with realistic fingerprints, and request timing modelled on human behaviour. Our selectors have fallback chains so DOM changes do not break the pipeline.
Pipelines can be configured to run daily or weekly depending on your requirements. Full catalogue refreshes typically complete within a 4-8 hour window.
Yes. We capture the standard price, sale price, and the discounted auto-ship price tiers available on the product pages.
Yes. Our schema includes a boolean flag for prescription requirements, allowing you to filter veterinary medications from standard pet supplies.
Yes. We provide a sample run of up to 500 SKUs as part of the scoping process so you can validate schema fit and data quality before committing.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or a continuous price-monitoring feed across the entire site, we scope, build, and operate the pipeline. Tell us what you need.
