We extract product listings, localised pricing signals, Autoship rates, store inventory, and nutritional data from Pet Supplies Plus. 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 petsuppliesplus.com. All fields typed and schema-versioned.
"sku": "PSP-104829", "title": "Purina Pro Plan High Protein Chicken & Rice Formula Dry Dog Food", "brand": "Purina Pro Plan", "category": "Food", "species": "Dog", "lifestage": "Adult", "upc": "038100130664"
| # | sku | title | brand | category | species | lifestage |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Local Inventory objects from petsuppliesplus.com. All fields typed and schema-versioned.
"store_id": "4082", "zip_code": "48154", "sku": "PSP-104829", "in_stock": true, "stock_status": "In Stock", "curbside_eligible": true, "delivery_eligible": true, "updated_at": "2026-05-12T09:14:00Z"
| # | store_id | zip_code | sku | in_stock | stock_status | curbside_eligible |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Pricing & Promotions objects from petsuppliesplus.com. All fields typed and schema-versioned.
"sku": "PSP-104829", "base_price": 54.98, "autoship_price": 52.23, "ppc_price": 49.98, "discount_pct": 5, "promotion_text": "Save 5% with Autoship", "store_id": "4082", "currency": "USD"
| # | sku | base_price | autoship_price | ppc_price | discount_pct | promotion_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Nutritional Data objects from petsuppliesplus.com. All fields typed and schema-versioned.
"sku": "PSP-104829", "ingredients": "Chicken, rice, whole grain wheat, poultry by-product meal...", "guaranteed_analysis": "Crude Protein (Min) 26.0%, Crude Fat (Min) 16.0%...", "caloric_content": "3,874 kcal/kg, 414 kcal/cup", "primary_flavour": "Chicken", "grain_free": false, "special_diet": "['High-Protein', 'Digestive Health']"
| # | sku | ingredients | guaranteed_analysis | caloric_content | feeding_instructions | warning_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Reviews & Ratings objects from petsuppliesplus.com. All fields typed and schema-versioned.
"review_id": "REV-892104", "sku": "PSP-104829", "rating": 5, "reviewer_name": "DogLover99", "review_title": "Great food for active dogs", "review_text": "My golden retriever loves this formula. Her coat looks amazing.", "verified_buyer": true, "created_at": "2026-04-18"
| # | review_id | sku | rating | reviewer_name | review_title | review_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Pet Supplies Plus scraper navigates complex geo-fenced pricing, SPA architecture, and loyalty program tiers to deliver exact product and inventory data.
Title, brand, species categorisation, lifestage, descriptions, and high-resolution images scraped at the SKU level.
Capture exact pricing based on store location and zip code. We manage session persistence across multiple geographic regions.
Extract standard retail price, Autoship subscription discounts, and Preferred Pet Club promotional rates simultaneously.
Track in-stock status, curbside pickup eligibility, and same-day delivery options for specific store locations.
Extract detailed ingredient lists, guaranteed analysis metrics, caloric content, and dietary flags like grain-free or high-protein.
Full review text, star ratings, helpful vote counts, and verified buyer flags paginated across all product reviews.
Map parent products to child SKUs based on size, weight, and flavour variations with corresponding price changes.
Monitor active banner promotions, buy-one-get-one offers, and clearance markdowns across the catalogue.
Run one-off bulk exports or configure continuous pipelines at hourly or daily cadences with change-detection diffing.
Brief in. Clean data out.
Provide target categories, brands, or specific store zip codes. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for petsuppliesplus.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.
Pet Supplies Plus relies on modern SPA frameworks and geo-fenced pricing. Here is how we ensure data accuracy.
Pet Supplies Plus alters pricing and inventory based on the selected local store. Our crawlers inject specific zip codes, set the active store cookie, and maintain session state to extract true local pricing.
The site relies heavily on client-side rendering for pricing widgets and inventory status. We run full Playwright browser sessions to ensure all asynchronous data requests complete before extraction.
We utilise residential ISP proxies to route requests through legitimate domestic IP addresses. This prevents IP bans and ensures consistent access to local store data.
Our selector strategy uses multiple fallback chains per field. If a DOM update changes the product page layout, secondary selectors ensure your data pipeline continues to function.
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.
Pet retail brands track local store pricing and Autoship discounts to optimise their own pricing strategies.
Manufacturers monitor product listings to ensure retailers comply with Minimum Advertised Price agreements.
Merchandisers analyse category depth, brand representation, and out-of-stock rates to identify market gaps.
Supply chain analysts correlate local inventory status and review velocity to predict regional product demand.
Analysts track the spread between base retail prices and Preferred Pet Club rates to model loyalty program economics.
Machine learning teams use structured ingredient lists and nutritional profiles to train pet food recommendation algorithms.
"Pet Supplies Plus operates a highly localised pricing model based on store selection. Capturing accurate pricing requires precise geographic session management."
Most teams underestimate the investment required to map pet retail data. Reliable Pet Supplies Plus scraping requires residential proxies, zip code session persistence, full JavaScript rendering, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our petsuppliesplus.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. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across US regions. Rotation happens per-request with sticky sessions required for store-specific pricing.
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 petsuppliesplus.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated product, pricing, and store data. We do not extract personal data or circumvent authentication walls.
We use Playwright to inject specific zip codes and set the required session cookies. This binds the crawler to a target store location, ensuring the prices extracted match local realities.
Yes. Our parsers capture the base retail price alongside any promotional tiers, including Autoship subscription discounts and loyalty program rates displayed on the product page.
Pipelines can be configured to run at hourly or daily cadences. For high-velocity SKUs, we can set up targeted micro-crawls to monitor stock status and curbside availability multiple times a day.
Yes. We separate raw text blocks into structured arrays for ingredients, guaranteed analysis percentages, and caloric content, making the data immediately queryable.
Our smallest packages start at a defined SKU list or specific store locations with weekly delivery. For full catalogue extraction across multiple zip codes, we price based on volume and delivery frequency.
Absolutely. We provide a sample run of up to 500 SKUs across 3 distinct store locations 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 catalogue dump or continuous price monitoring across 500 store locations, we scope, build, and operate the pipeline. Tell us what you need.
