We extract pet product listings, Autoship pricing, prescription diet availability, breed-specific product data, review corpus, and vet-recommended product signals from Chewy. 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 chewy.com. All fields typed and schema-versioned.
"product_id": "CHW-48291073", "title": "Hill's Prescription Diet k/d Kidney Care Chicken Dog Food 8.5lb", "brand": "Hill's Prescription Diet", "pet_type": "Dog", "health_condition": "Kidney Disease", "price": 49.99, "autoship_price": 47.49, "autoship_discount_pct": 5, "rx_required": true, "rating": 4.8, "review_count": 6421
| # | product_id | title | brand | manufacturer | category | sub_category |
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Complete list of extractable fields for Autoship & Pricing objects from chewy.com. All fields typed and schema-versioned.
"product_id": "CHW-48291073", "regular_price": 49.99, "autoship_price": 47.49, "autoship_discount_pct": 5, "first_autoship_discount": 35, "chewy_plus_price": 44.99, "promo_label": "Save 35% on first Autoship", "price_timestamp": "2026-05-12T10:00:00Z"
| # | product_id | regular_price | autoship_price | autoship_discount_pct | autoship_discount_abs | chewy_plus_price |
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Complete list of extractable fields for Reviews & Ratings objects from chewy.com. All fields typed and schema-versioned.
"review_id": "chw_rv_8291047", "product_id": "CHW-48291073", "star_rating": 5, "verified_purchase": true, "review_title": "Saved our dog's life — vet recommended", "pet_type_reviewed": "Dog", "pet_breed": "Labrador Retriever", "health_condition_context": "Kidney Disease", "helpful_votes": 214
| # | review_id | product_id | reviewer_name | verified_purchase | star_rating | review_title |
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Complete list of extractable fields for Product Attributes objects from chewy.com. All fields typed and schema-versioned.
"product_id": "CHW-48291073", "pet_type": "Dog", "life_stage": "Adult", "breed_size": "All Breeds", "health_condition_tags": ["Kidney Disease", "Renal Support"], "vet_recommended_flag": true, "rx_required": true, "calorie_content": "330 kcal/cup", "country_of_manufacture": "United States"
| # | product_id | pet_type | life_stage | breed_size | health_condition_tags | vet_recommended_flag |
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Chewy is a specialist marketplace where product intelligence requires pet-specific dimensions: Autoship pricing layers, prescription diet availability, vet-recommended signals, breed and life-stage filters, and reviews that include pet breed and health context. Our scraper captures all of it.
Capture regular price, Autoship price, Autoship discount percentage, first-Autoship promotional discount, and Chewy+ member pricing — the multi-tier pricing model that defines Chewy's competitive positioning.
Flag Rx-required products, capture prescription diet health condition tags, and monitor availability of veterinary therapeutic diets across all major brands.
Pet type, life stage, breed size, health condition tags, vet-recommended flag, ingredients, guaranteed analysis, and calorie content — the full attribute set that pet owners and vets use to evaluate products.
Chewy reviews include structured pet context: pet type, breed, age, and health condition from the reviewer. We extract all of it — producing a pet-health-contextualised review corpus unavailable on any other platform.
Chewy products span wide weight ranges (1lb to 40lb bags) and size variants. We map all variants with their individual prices and Autoship discounts per SKU.
Extract vet-recommended badges, prescription diet classifications, and therapeutic range memberships — the trust signals that drive high-LTV repeat purchases on Chewy.
Track product position for any pet type, health condition, or brand keyword on Chewy — with Autoship badge, vet-recommended flag, and Rx flag in every result record.
Track in-stock status across the full pet pharmacy and general pet supplies catalogue — particularly valuable for prescription diet supply chain monitoring.
One-off catalogue exports or continuous pipelines at daily or real-time cadences with change-detection diffing.
Brief in. Clean data out.
Specify pet types, health conditions, brand lists, or Rx-only vs OTC product sets. We design the extraction schema including Autoship and pet-attribute fields.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and variant navigation for chewy.com.
Autoship price completeness checks, Rx flag null-rate audits, review pet-context coverage validation, and sample records before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Pet e-commerce has unique data complexity: Autoship pricing tiers, Rx product flags, health-condition taxonomies, and review context fields that require domain-specific parsing logic.
Chewy's pricing has three layers: regular price, Autoship price, and Chewy+ member price — plus a first-Autoship promotional discount that can reach 35%. Our parser extracts all four values per product and clearly labels each tier, giving you the complete pricing picture rather than the single 'price' field most scrapers return.
Prescription diet products on Chewy require veterinary authorisation and display Rx flags and therapeutic health condition tags. Our pipeline identifies and flags these products, extracts their health condition classification, and monitors availability — critical for pet health brands, insurers, and veterinary practice supply chains.
Chewy reviewers optionally share their pet's type, breed, age, and health condition. These structured fields — unique to Chewy among pet retailers — transform reviews from sentiment signals into breed-and-condition-specific efficacy data. Our parser extracts all available pet context fields per review record.
Chewy products span wide weight variants (e.g. 5lb, 12.5lb, 25lb, 40lb) with separate prices and Autoship discounts per weight. Our pipeline navigates all weight selector options on each product page and maps the complete price-per-weight table in a single structured record.
Every run emits structured logs to our observability stack. We alert on Autoship price null-rates, Rx flag coverage drops, review pet-context completeness, and schema drift — and respond before you notice.
Pet food manufacturers track Chewy regular, Autoship, and Chewy+ pricing across their own and competing brands — monitoring MAP compliance, Autoship adoption, and promotional intensity.
Insurers and vet groups use Chewy prescription diet pricing and availability data to calibrate reimbursement models, forecast therapeutic diet costs, and identify supply gaps.
Market research firms use Chewy product catalogue data — pet type, life stage, health condition, breed size — to map category segmentation and identify whitespace in the US pet care market.
ML teams use Chewy's pet-contextualised review corpus — with breed, age, and health condition metadata — to train pet health NLP models, ingredient analysis tools, and breed-specific recommendation engines.
Pet food distributors and specialty retailers monitor Chewy stock availability for prescription diet lines — early out-of-stock signals on Chewy predict supply chain stress across the broader market.
DTC pet brands and subscription services analyse Chewy's Autoship discount structure, first-order promotional depth, and Chewy+ pricing to design competitive subscription models.
"Chewy's Autoship pricing model and vet-contextualised review corpus make it the most strategically important — and most complex — pet e-commerce data source in the US market."
Reliable Chewy scraping requires multi-tier Autoship price extraction, Rx flag handling, weight-variant navigation, and review pet-context parsing. None of this is standard e-commerce scraping logic. DataFlirt builds the domain-specific pipeline so your brand, research, and supply chain teams get the data they need — without rebuilding the scraper every time Chewy changes its pricing display.
Everything supported by our chewy.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 Chewy's JavaScript-rendered pricing widgets, weight variant selectors, and review pagination.
We maintain pools of US ISP residential proxies. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). 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 chewy.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available product, pricing, and review data from Chewy is generally permissible under applicable US law — reinforced by the hiQ v. LinkedIn ruling and similar precedents. DataFlirt targets only public, non-authenticated data. We do not extract personal data, account information, or purchase history. We recommend clients review Chewy's ToS independently and consult legal counsel for specific use cases.
Yes. We extract regular price, standard Autoship price, first-Autoship promotional price (which can be up to 35% off), and Chewy+ member price — all captured per product, per run, with timestamps. This multi-tier pricing dataset is one of the most distinctive aspects of Chewy's data.
Yes. Rx-required products are flagged at the product level. We also extract the health condition classification (e.g. Kidney Disease, Diabetes, Joint Support) from Chewy's therapeutic diet taxonomy — allowing you to segment the catalogue by health indication and track Rx product availability over time.
Yes. Chewy reviewers optionally provide their pet's type, breed, age, and in many cases health condition. Where this information is present, we extract it as structured fields in the review record — producing a breed-and-condition-contextualised review corpus that's unique to Chewy among pet retailers.
Yes. We navigate all weight selector options on each product page and map the complete weight-to-price table per product — including regular price, Autoship price, and first-order promo for each weight option.
Our smallest packages start at a defined product set (typically 1,000–15,000 products) with weekly delivery. For prescription diet monitoring, full-catalogue Autoship tracking, or review pet-context programmes, we price based on volume and cadence.
Yes. Stock availability is captured per product per run. Prescription diet out-of-stock on Chewy is an early supply chain stress signal — our pipeline can emit webhook alerts when specific Rx products go out of stock.
Absolutely. We provide a sample run of up to 300 products with full Autoship pricing, Rx flags, and review pet context as part of the pre-engagement scoping process.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need an Autoship pricing monitor, a prescription diet availability feed, or a contextualised pet review corpus — we scope, build, and operate the pipeline.
