We extract beauty catalogues, OTC pharmacy listings, weekly flyer deals, and local store inventory from Jean-Coutu. Delivered as clean JSON or Parquet.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Beauty Products objects from jean-coutu.com. All fields typed and schema-versioned.
"sku": "123456", "brand": "Vichy", "name_en": "Mineral 89 Hyaluronic Acid Serum", "price": 42.99, "sale_price": 34.99, "size": "50ml", "in_stock": true
| # | sku | brand | name_en | name_fr | category | price |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for OTC Pharmacy objects from jean-coutu.com. All fields typed and schema-versioned.
"din": "00123456", "sku": "89012", "name": "Advil Liqui-Gels", "active_ingredient": "Ibuprofen 200mg", "format": "Capsules", "price": 12.49, "brand": "Advil"
| # | din | sku | name | active_ingredient | dosage | format |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Flyer Deals objects from jean-coutu.com. All fields typed and schema-versioned.
"flyer_id": "WK42_2026", "valid_from": "2026-10-15", "valid_to": "2026-10-21", "sku": "45678", "flyer_price": 3.99, "discount_pct": 25, "region": "QC"
| # | flyer_id | valid_from | valid_to | sku | product_name | regular_price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Store Locations objects from jean-coutu.com. All fields typed and schema-versioned.
"store_id": "0152", "name": "Succursale 0152", "city": "Montreal", "province": "QC", "postal_code": "H2X 1Y6", "phone": "514-555-0199", "pharmacy_hours": "08:00-21:00"
| # | store_id | name | address | city | province | postal_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Category Taxonomy objects from jean-coutu.com. All fields typed and schema-versioned.
"category_id": "cat_dermocosmetics", "parent_id": "cat_beauty", "name_en": "Dermocosmetics", "name_fr": "Dermocosmetiques", "level": 2, "product_count": 1450, "is_leaf": true
| # | category_id | parent_id | name_en | name_fr | url | level |
|---|---|---|---|---|---|---|
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Our Jean-Coutu scraper handles regional store contexts, bilingual content merging, and digital flyer APIs to deliver structured pricing and catalogue data.
Capture EN and FR variants of product names, descriptions, and ingredients simultaneously into a single record.
Extract weekly promotional pricing, valid dates, and regional variations directly from digital flyer data.
Query stock levels and availability by store ID across 400+ Quebec and Ontario locations.
Extract detailed ingredient lists, skin type recommendations, and dermatological testing claims.
Capture DIN (Drug Identification Number), active ingredients, and dosage formats for non-prescription pharmacy items.
Reconstruct the full taxonomy tree from primary departments down to sub-categories.
Identify Bonus Points, 2 for 1, and Clearance tags attached to specific SKUs.
Scrape store hours, pharmacy counter hours, and specific services (e.g., nursing, blood tests) per location.
Run pipelines aligned with Jean-Coutu's weekly flyer release schedule, typically Thursdays.
Brief in. Clean data out.
Provide target categories, store IDs, or flyer regions. We design the extraction schema together.
We configure Scrapy crawlers, handle geolocation cookies, and set up French/English parsing.
Schema validation, null-rate checks, and price-outlier detection before full launch.
JSON / CSV / Parquet pushed to your warehouse on agreed cadence.
Pharmacy and beauty retail sites rely on regional pricing and heavy frontend caching. We bypass the friction.
Prices and flyer deals depend on the selected store. We manage persistent session cookies to extract accurate regional pricing rather than generic national defaults.
Jean-Coutu maintains separate EN and FR DOM structures. We scrape both locales and merge them into a single normalised record per SKU for downstream analysis.
Promotional flyers are often embedded as third-party iframes or canvas objects. We intercept the underlying API calls to extract structured deal data directly.
Product grids use dynamic loading. We execute API-level pagination to ensure zero missed SKUs in deep categories like dermocosmetics and vitamins.
We rotate Canadian residential proxies to avoid blocking during high-concurrency full-catalogue sweeps, ensuring consistent pipeline execution.
Pharmacy chains and grocery retailers track Jean-Coutu's OTC and beauty pricing to maintain margin competitiveness.
Cosmetics brands audit their product pages for correct imagery, ingredient lists, and bilingual descriptions.
FMCG analysts track weekly flyer features, discount depths, and share of voice across categories.
Healthcare directories aggregate store hours, pharmacy services, and contact details.
Retail strategists analyse category depth and new product introductions in dermocosmetics.
Distributors monitor stock-out signals across regional store clusters to optimise replenishment.
"Jean-Coutu represents a critical node in Canadian pharmacy retail. Extracting its bilingual catalogue and regional flyer data requires precise session management."
Most generic scrapers fail on regional pricing and bilingual site structures. DataFlirt manages the geolocation cookies, API interceptions for digital flyers, and Canadian residential proxies required to extract clean, normalised data from Jean-Coutu. We handle the complexity so your team can focus on market analysis.
Everything supported by our jean-coutu.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.
Bypassing the frontend DOM to extract clean JSON payloads from Jean-Coutu's internal product and flyer APIs.
Maintaining strict regional contexts to ensure prices and inventory match the target store location.
Pipelines run on AWS ECS with Airflow orchestration, pushing validated Parquet files directly to your data lake.
Data delivered to where your team already works — no new tooling required.
About jean-coutu.com scraping, legality, and pipeline operations.
Ask us directly →Scraping public product catalogues, store locations, and flyer pricing is generally permissible. We do not scrape behind the Dossier Sante login or access PHI.
Yes. We configure pipelines to request both locales and merge the output into a single bilingual schema per SKU.
Jean-Coutu prices vary by region and store. We accept a list of target store IDs, set the corresponding session cookies, and extract the localised price.
Yes. We intercept the underlying API driving the digital flyer to extract structured deal data, valid dates, and associated SKUs.
Yes, we capture the inventory status as displayed on the product page for the selected store context.
We support daily catalogue runs and weekly flyer syncs aligned with Jean-Coutu's promotional calendar.
20-minute scoping call. Pilot dataset within the week. Production within two. From dermocosmetics pricing to weekly pharmacy flyers — we build and maintain the extraction infrastructure. Tell us your data requirements.
