We extract product listings, pricing signals, supplier intelligence, reviews, and category rankings from Meesho. 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 meesho.com. All fields typed and schema-versioned.
"product_id": "62841905", "title": "Women Floral Print Anarkali Kurta Set", "supplier_name": "Ethnic Styles Co.", "price": 349, "currency": "INR", "discount_pct": 65, "free_delivery": true, "rating": 4.2, "review_count": 3841, "orders_count": 28700, "return_window_days": 7
| # | product_id | title | supplier_name | category | sub_category | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pricing & Discounts objects from meesho.com. All fields typed and schema-versioned.
"product_id": "62841905", "price": 349, "original_price": 999, "discount_pct": 65, "free_delivery_eligible": true, "cod_available": true, "price_drop_flag": true, "price_drop_amount": 50, "price_timestamp": "2026-05-12T08:45:00Z"
| # | product_id | price | original_price | discount_pct | discount_abs | free_delivery_eligible |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews & Ratings objects from meesho.com. All fields typed and schema-versioned.
"review_id": "msh_rv_7723019", "product_id": "62841905", "star_rating": 4, "verified_purchase": true, "review_body": "Fabric quality is good, stitching is neat. Color exactly as shown.", "size_reviewed": "L", "fit_feedback": "true to size", "review_date": "2026-04-27"
| # | review_id | product_id | reviewer_name | verified_purchase | star_rating | review_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Supplier Intelligence objects from meesho.com. All fields typed and schema-versioned.
"supplier_id": "msh_sup_88821", "supplier_name": "Ethnic Styles Co.", "avg_rating": 4.3, "total_reviews": 41200, "total_products": 824, "response_rate": 94, "dispatch_speed": "within 2 days", "primary_categories": "Women's Ethnic Wear"
| # | supplier_id | supplier_name | supplier_url | avg_rating | total_reviews | total_products |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from meesho.com. All fields typed and schema-versioned.
"keyword": "kurta set women", "position": 3, "product_id": "62841905", "price": 349, "discount_pct": 65, "free_delivery_badge": true, "price_drop_badge": true, "scraped_at": "2026-05-12T08:45:22Z"
| # | keyword | position | product_id | title | price | discount_pct |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Meesho scraper covers every layer of India's fastest-growing social commerce platform: product listings, aggressive pricing signals, supplier intelligence, and the review corpus that drives tier-2/3 purchasing decisions.
Title, material, description, images, size variants, order counts, return window, and every metadata field Meesho surfaces — scraped at product level with full variant mapping.
Capture price, original MRP, discount percentage, price drop flags, Super Sale pricing, free delivery eligibility, and COD availability — timestamped per crawl.
Supplier rating, total review count, dispatch speed, return acceptance rate, primary categories, and location — for every supplier on the platform.
Full review text, star ratings, verified purchase flags, size and colour reviewed, fit feedback, and review images — paginated across all review pages.
Track organic position for any keyword or category across Meesho — with free-delivery and price-drop badge capture.
Meesho's dominant categories — ethnic wear, western wear, home décor, and accessories — are fully covered with material, fabric, and fit-specific metadata extraction.
Meesho's user base skews heavily toward tier-2 and tier-3 India. Its pricing, order velocity, and category trends offer a unique demand signal unavailable from premium marketplaces.
Monitor Meesho Super Sale and other campaign price movements at the product level — with pre/during/post campaign snapshots for analysis.
Run one-off bulk exports or configure continuous pipelines at hourly, daily, or campaign-triggered cadences with change-detection diffing.
Brief in. Clean data out.
Provide product ID lists, category URLs, keyword sets, or supplier IDs. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and anti-bot handling for Meesho.
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.
Meesho's mobile-first, social-commerce architecture requires specialised handling. Here's how we stay resilient at scale.
Meesho's traffic is predominantly mobile. Our crawlers use Indian residential ISP proxies with mobile browser fingerprints, realistic touch-event patterns, and full cookie session management — matching the platform's expected traffic signature.
Meesho's web interface is built on a mobile-first React stack. We run full Playwright sessions to capture price widgets, discount overlays, and lazy-loaded review content that HTTP clients miss entirely.
Meesho deploys frontend updates frequently. Our selector strategy uses CSS selectors, XPath, and REST API intercept as fallback layers — so a UI change doesn't break your data pipeline overnight.
For large product catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs — reducing compute cost and storage bloat. You get a clean changelog rather than full re-dumps.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, schema drift, and coverage drops — and respond before you notice. SLA uptime is contractual, not aspirational.
Brands and suppliers monitor Meesho's aggressive pricing tier to benchmark value positioning, identify price floor erosion, and respond to Super Sale campaigns.
Category managers audit supplier performance metrics — rating, dispatch speed, and return rates — to identify high-quality partners and monitor competitive supplier landscape.
Consumer goods companies use Meesho's order velocity and category trends as a proxy for demand in tier-2 and tier-3 India — a signal unavailable from premium marketplaces.
Apparel brands track best-selling styles, materials, colour preferences, and size distributions in ethnic wear, western wear, and home décor via order counts and review data.
ML teams use Meesho datasets — including vernacular language reviews — to train recommendation engines, price sensitivity models, and fashion trend classifiers.
Analysts track Meesho's category growth, supplier base expansion, and pricing pressure as indicators of platform health and India's value eCommerce trajectory.
"Meesho unlocks a demand signal that no other Indian marketplace can offer — the purchasing behaviour of 150M+ buyers in tier-2 and tier-3 India."
Reliable Meesho scraping requires Indian mobile-emulated proxies, Playwright rendering for its React-based web stack, and supplier-level data joins that most DIY scrapers skip entirely. DataFlirt delivers a complete, schema-stable Meesho pipeline — from product listings to supplier intelligence — on your cadence.
Everything supported by our meesho.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 with mobile device emulation. REST API intercept layer provides structured fallback for critical pricing fields.
We maintain pools of Indian residential ISP proxies with mobile browser profiles. 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 meesho.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Meesho is generally permissible under applicable law in India — reinforced by precedents such as hiQ v. LinkedIn. DataFlirt targets only public, non-authenticated product, pricing, and review data. We do not extract personal data or circumvent authentication walls. We recommend clients review Meesho's ToS independently and consult legal counsel for specific use cases.
Meesho's user base skews heavily toward tier-2 and tier-3 India — making its pricing, order velocity, and category trends a unique proxy for demand in markets that premium marketplaces underrepresent. It also exposes supplier-level data (ratings, dispatch speed, return rates) that is not available in the same form on other platforms.
Yes. We run elevated-frequency crawls during Meesho Super Sale events to capture sale prices, discount depth, and stock signals at the product level — with pre/during/post campaign snapshots for analysis.
Yes. Reviews are extracted as-is in Hindi, Tamil, Telugu, and other Indian languages alongside English. We do not translate by default, but can include a translated field via a post-processing step if required.
Standard pipelines deliver daily refreshes. For price and availability monitoring on a defined product set, we offer sub-60-minute latency. Campaign windows can be monitored at 15-minute intervals on request.
Yes. We provide a sample run of up to 500 products or 50 search result pages as part of pre-engagement scoping — so you can validate schema fit, field completeness, and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off category catalogue dump or a continuous pricing feed tracking India's value commerce tier — we scope, build, and operate the pipeline. Tell us what you need.
