MARKETPLACE SCRAPING
Marketplace Scraping Across Multi-Vendor Platforms.
Extract structured product, seller, pricing, and review data from multi-vendor marketplaces — including listings, buy-box ownership, seller performance, and category intelligence. Built for catalog teams, pricing strategists, and marketplace intelligence platforms that need accurate, unified data across multiple platforms.
- Product & seller listings
- Buy-box & offer data
- Multi-marketplace unification
- API, database, CSV & JSON delivery
OVERVIEW
Marketplace scraping for multi-vendor pricing, seller, and product intelligence.
Multi-vendor marketplaces are among the most complex data sources on the web. The same product can be listed by dozens of sellers at different prices, with different fulfillment options, buy-box ownership, and availability. Categories span millions of listings, sellers operate at different quality tiers, and page layouts change constantly as marketplaces evolve their UX.
Our marketplace scraping workflows are built for that complexity. We extract structured product, seller, pricing, and offer data across one or many marketplaces — then normalize the results into a single consistent schema so you can compare products, sellers, and offers across platforms without reconciling different data formats.
Each workflow is scoped around the specific sources, categories, and fields your business needs. Whether you're building a marketplace intelligence platform, monitoring competitive listings, analyzing seller performance, or enriching an internal catalog, we build the extraction infrastructure that fits your requirement.
CAPABILITIES
What our marketplace scraping service can extract.
Every workflow is scoped around your specific sources, categories, and the field sets your business needs from each marketplace.
Product & listing data
Product titles, identifiers, categories, attributes, images, and specifications across marketplaces.
Pricing & offers
Current price, buy-box price, list price, offers per listing, and discount information.
Seller information
Seller names, IDs, ratings, feedback counts, fulfillment type, and seller-level listings.
Buy-box & offer tracking
Identify which seller currently wins the buy-box and how offers change over time.
Category & browse crawls
Crawl category trees, best-seller lists, deals pages, and filtered listing views.
Reviews & ratings
Average ratings, rating distributions, review counts, and review text where exposed.
Multi-marketplace unification
Combine listings from multiple marketplaces into one normalized schema for cross-platform analysis.
Monitoring & change detection
Detect listing, price, and offer changes over time and stay current as marketplaces evolve.
WORKFLOW
A structured approach to marketplace scraping.
FIELDS
Define exactly what you need.
Marketplace workflows can output any combination of listing, pricing, seller, and review fields your source exposes.
| FIELD | TYPE | EXAMPLE |
|---|---|---|
| title | String | Wireless Noise-Cancelling Headphones |
| listing_id | String | MP-LST-48201 |
| category | String | Electronics › Audio › Headphones |
| brand | String | Example Brand |
| attributes | Object | {"colour":"Black"} |
| images | Array[URL] | Image URLs |
| current_price | Number | 2499 |
| buy_box_price | Number | 2399 |
| list_price | Number | 3999 |
| discount_percent | Decimal | 40.0 |
| currency | String | INR |
| availability | String | In Stock |
| seller_name | String | Example Retailer |
| seller_id | String | SLR-7782 |
| fulfillment | String | FBA / FBM / Marketplace-fulfilled |
| seller_rating | Decimal | 96.5 |
| feedback_count | Integer | 24812 |
| buy_box_winner | Boolean | true |
| marketplace | String | marketplace-a |
| listing_url | URL | https://…/listing/48201 |
| captured_at | Datetime | 2026-10-02T09:00:00Z |
| checksum | String | Record hash |
Field availability depends on the marketplace and listing structure. Custom field mapping is available for any schema.
DELIVERY
Get the output where you need it.
Marketplace scraping workflows deliver through the format, destination, and frequency your team already works with.
SAMPLE OUTPUT
See the output before you scale.
A sample dataset lets you review fields, structure, and level of detail before committing to a full production workflow.
| listing_url | image | price | title | seller | rating | availability |
|---|---|---|---|---|---|---|
| https://marketplace-a.example/listing/wireless-headphones-210 | https://cdn.marketplace-a.example/img/wh-210.jpg | ₹2,399.00 | Wireless Noise-Cancelling Headphones | Example Retailer | 4.5 out of 5 | In Stock |
| https://marketplace-a.example/listing/running-shoes-m | https://cdn.marketplace-a.example/img/rs-114.jpg | ₹3,199.00 | Running Shoes M — Lightweight | Example Retailer | 4.3 out of 5 | In Stock |
| https://marketplace-b.example/listing/air-fryer-4l | https://cdn.marketplace-b.example/img/af-4l.jpg | ₹5,899.00 | Air Fryer 4L Digital | Example Seller | 4.4 out of 5 | Out of Stock |
| x | x | x | x | x | x | x |
| x | x | x | x | x | x | x |
EXPLORE MORE
Related services and solutions.
E-Commerce Web Scraping
Product catalogs, pricing, and availability across online stores and marketplaces.
Explore Service →
Product Data Extraction
Structured product datasets from retailers, brands, and marketplaces.
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Competitor Price Monitoring
Track competitor pricing, buy-box ownership, and promotions across marketplaces.
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Website Scraping Services
General-purpose website scraping for static and dynamic sources.
Explore Service →
Real-Time & Scheduled Scraping
Run recurring marketplace data collection on daily, hourly, or custom schedules.
Explore Service →
E-Commerce Data Solutions
Complete data workflows for pricing, catalog, and demand intelligence.
Explore Solution →
FAQ
Marketplace Scraping — frequently asked questions.
What is marketplace scraping?
Marketplace scraping extracts structured data from multi-vendor platforms — including products, sellers, prices, buy-box ownership, offers, and reviews. The result is a unified dataset that supports pricing intelligence, seller analytics, competitive monitoring, and catalog enrichment across one or multiple marketplaces.
Which marketplaces can you scrape?
We can scrape most public multi-vendor marketplaces — including global platforms, regional marketplaces, and specialist verticals. Each source is evaluated during the analysis phase to confirm feasibility and compliance.
Can you unify data across multiple marketplaces?
Yes. We normalize listings, sellers, and offers from multiple marketplaces into a single schema so you can compare products and sellers across platforms without reconciling different data formats.
Can you track buy-box ownership and offers over time?
Yes. Recurring workflows record current offers, buy-box winner, and seller status on your schedule, building a historical dataset that supports competitive analysis and pricing decisions.
Can you extract seller-level data across the whole marketplace?
Yes. We can crawl seller storefronts and listing pages to build a dataset that maps seller names, ratings, feedback counts, fulfillment types, and their associated listings across categories.
How is the data delivered?
Data can be delivered through REST APIs, JSON, CSV, Excel, direct database inserts, scheduled feeds, cloud storage, or custom integrations.
Can marketplace scraping run on a schedule?
Yes. Workflows can run once, daily, hourly, or on fully custom schedules, with automated delivery into your chosen destination.
How do you handle marketplace structure changes?
Recurring workflows are monitored in production. When a source changes its listing structure, offer layout, or seller display, we update the extraction logic so downstream data stays consistent.
What does the pricing include?
Pricing covers marketplace analysis, workflow development, sample validation, ongoing monitoring, deduplication, schema validation, and delivery through your chosen format.
Can I request a sample before committing?
Yes. We provide a sample dataset for a defined scope so you can review the fields, structure, and level of detail before scaling.
Need marketplace scraping built around your sources?
Tell us which marketplaces you want to extract from, the categories, sellers, and fields you need, and how often the data should refresh. Our team will design a workflow around your requirements.