We extract pet food listings, nutritional profiles, AutoDelivery pricing, and vet reviews from PetCircle. 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 petcircle.com.au. All fields typed and schema-versioned.
"sku": "PC-DOG-1029", "title": "Advance Adult Dry Dog Food", "brand": "Advance", "pet_type": "Dog", "price": 114.99, "auto_delivery_price": 97.74, "stock_status": "In Stock"
| # | sku | title | brand | category | pet_type | life_stage |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Nutritional Data objects from petcircle.com.au. All fields typed and schema-versioned.
"sku": "PC-DOG-1029", "protein_pct": 24.0, "fat_pct": 17.0, "diet_type": "Premium", "special_needs": "Dental Care", "vet_recommended": true
| # | sku | ingredients_list | protein_pct | fat_pct | fiber_pct | calorie_content |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing and Offers objects from petcircle.com.au. All fields typed and schema-versioned.
"sku": "PC-DOG-1029", "current_price": 114.99, "rrp": 135.0, "discount_pct": 15, "auto_delivery_price": 97.74, "auto_delivery_discount": 15
| # | sku | current_price | rrp | discount_pct | auto_delivery_price | auto_delivery_discount |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Reviews and Ratings objects from petcircle.com.au. All fields typed and schema-versioned.
"review_id": "REV-98214", "sku": "PC-DOG-1029", "rating": 5, "verified_buyer": true, "review_title": "Great for sensitive stomachs", "helpful_votes": 12
| # | review_id | sku | reviewer_name | rating | review_title | review_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Category Taxonomy objects from petcircle.com.au. All fields typed and schema-versioned.
"category_id": "CAT-DOG-FOOD", "category_name": "Dry Dog Food", "parent_category": "Dog Food", "pet_type": "Dog", "total_products": 1452, "scraped_at": "2026-05-12T09:14:33Z"
| # | category_id | category_name | parent_category | pet_type | total_products | top_brands |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our PetCircle scraper handles every layer of the platform: product listings, dynamic AutoDelivery pricing, nutritional profiles, and the review corpus.
Title, ingredients, dimensions, weight, images, and every metadata field PetCircle surfaces.
Capture base price, RRP, deal badges, and AutoDelivery subscription rates.
Extract ingredient lists, protein percentages, calorie content, and dietary tags.
Full review text, star ratings, helpful vote counts, and verified buyer flags.
Map 3kg, 12kg, and 20kg bag variations to a single parent product record.
Identify products carrying the official PetCircle Vet Recommended badge.
Monitor out of stock statuses and low stock warnings across all variants.
Track product density and brand dominance across specific pet categories.
Run continuous pipelines at daily or weekly cadences with change detection.
Brief in. Clean data out.
Provide category URLs, brand names, or specific SKUs. We design the extraction schema together.
We configure Scrapy and Playwright crawlers, proxy rotation, and session management for petcircle.com.au.
Schema validation, null-rate checks, and price-outlier detection before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake stage on agreed cadence.
Extracting accurate pricing from Australian eCommerce requires specific infrastructure.
PetCircle loads subscription pricing dynamically. Our crawlers use full browser sessions to execute JavaScript and capture the true AutoDelivery discount.
Dog food comes in multiple weights. We map all size variants to a single parent record, normalising the price per kilogram automatically.
We route requests through AU based residential proxies to ensure accurate regional pricing and avoid rate limits.
We maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and storage bloat.
Every run emits structured logs to our observability stack. We alert on null-rate spikes and schema drift.
Pet supply retailers monitor PetCircle pricing and AutoDelivery discounts to adjust their own margins.
Pet food manufacturers track their product placement, stock availability, and review sentiment.
Analysts track category growth, new brand entrants, and pricing trends in the Australian pet sector.
R&D teams extract ingredient lists and nutritional profiles to benchmark against competing pet foods.
Premium brands audit retail prices to ensure compliance with minimum advertised pricing policies.
Supply chain teams correlate review velocity and stock depth indicators with category demand.
"PetCircle holds the definitive dataset for Australian pet consumption, but extracting accurate AutoDelivery pricing requires full session execution."
Most teams fail to extract accurate pricing from PetCircle because AutoDelivery discounts load dynamically based on user state and JavaScript execution. DataFlirt handles the browser sessions, proxy rotation, and variant mapping so your engineers can focus on pricing strategy rather than maintenance.
Everything supported by our petcircle.com.au 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 retry logic. Playwright handles JavaScript rendering and interaction flows.
We maintain pools of residential ISP proxies across AU regions. Rotation happens per-request.
Pipelines run on AWS Lambda. Airflow handles scheduling and dependency management.
Data delivered to where your team already works — no new tooling required.
About petcircle.com.au scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from PetCircle is generally permissible. DataFlirt targets only public, non-authenticated product, pricing, and review data. We do not extract personal data.
We use Australian residential ISP proxies and full Playwright browser sessions with realistic fingerprints.
Yes. We execute the necessary JavaScript to reveal the discounted AutoDelivery subscription price alongside the standard retail price.
Full catalogue refreshes at daily or weekly cadences complete within a 4-8 hour window depending on scale.
Yes. We capture ingredient lists, crude protein percentages, fat content, and dietary tags.
Yes. We provide a sample run of up to 500 SKUs as part of the pre-engagement scoping process.
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. Tell us what you need.
