Ecommerce Web Scraping Services, Fully Managed

Track prices, stock, and catalogs across every marketplace and competitor site. We run the crawling, the anti-bot work, and the QA. You get clean product data, ready for pricing and merchandising.

Hourly price and stock tracking.
MAP violation alerts.
24/7 monitoring.
750+
enterprise clients
2,500+
projects delivered
14+ years
of data engineering

Live Pipeline

SourceMarketplaces & competitor sites
ExtractCrawl + anti-bot handling
SKU matchingMatch, dedupe & normalizeAI LAYER
QATwo layers of validation
Your stackPricing engine, BI, warehouse
Trusted by enterprise teams worldwide
CMMI Level 3
ISO 27001:2022
GDPR
ISO 9001

Price and Inventory Data That's Always a Step Behind

Manual price checks and brittle scripts can't keep up with a market that reprices by the hour.

Competitors reprice hourly. Your monitoring can't keep up.

Manual checks and daily scripts miss the moves that actually affect your margin.

Marketplaces block and throttle scrapers constantly.

Amazon, Walmart, and major storefronts escalate anti-bot defenses faster than in-house scripts can adapt.

Product data across catalogs is messy and inconsistent.

Titles, variants, and specs differ by retailer, making SKU matching a manual, error-prone task.

Stockouts and MAP violations get caught too late.

By the time someone notices, the sale or the brand damage has already happened.

End-to-End Managed Ecommerce Data Pipelines

You define the catalog and cadence. We own everything it takes to keep the data accurate and on time.

Price and stock updates arrive on the cadence you need, hourly if pricing requires it.

Marketplace and competitor site defenses are ours to handle and pay for.

Every SKU is matched, deduplicated, and validated against your catalog.

Data lands in your pricing engine, BI tool, or warehouse, ready to use.

What the Data Looks Like

One product, one clean row. This is a sample record from a marketplace price and stock feed.

FieldSample value
product_titleStride Elevate Sneakers, White/Navy
brandStride
skuSTR-ELV-WN-09
gtin00812345678901
retailerExample Marketplace
sellerStride Official Store
price80.00
list_price95.00
currencyUSD
discount_pct15.8
in_stocktrue
rating4.7
review_count1,284
search_rank3
map_statuscompliant
scraped_at2026-09-24T09:00:00Z

Delivered as JSON, CSV, XML, or Excel. Field names and structure are set to match your schema.

Turn Any Storefront Into Structured Product Data

Tell us the marketplaces and fields you need. Here's where most engagements start.

Product & pricing data
Title, brand, SKU, GTIN, list price, sale price, currency, promotions
Stock & availability
Stock status, variant availability, delivery estimate, seller
Reviews & ratings
Star rating, review count, review text, review date, verified purchase flag
Marketplace listings
Seller name, Buy Box owner, fulfillment type, search rank, sponsored flag
Competitor price tracking
Price history, change timestamp, discount depth, MAP status
A custom catalog source
Any public product site. Tell us the fields and we'll scope it.
Talk to a data expert →

Sources We Scrape, From Marketplaces to B2B Catalogs

Ecommerce stores

Online retailers selling direct to consumers, including grocery chains, department stores, outlets, and specialist shops.

Ecommerce marketplaces

Amazon, Walmart, eBay, and regional marketplaces where many third-party sellers list the same product at different prices.

Industrial and B2B catalogs

Parts, specs, and pricing pulled from distributor and manufacturer catalog sites.

Brand and DTC sites

Product pages, variants, and stock straight from a brand's own storefront.

Predefined Schemas for Ecommerce
Minimalist sneakers designed for everyday comfort and clean, modern style.
Stride Elevate Sneakers
White / Navy
1,284 reviews
Size: US 6 to US 11
In stock
$80.00
Free next-day shipping
Add to cart
What you receive
product_title: Stride Elevate Sneakers
variant: White / Navy
price: 80.00
currency: USD
in_stock: true
rating: 4.7
review_count: 1,284
scraped_at: 2026-09-24 09:00 UTC

How an Engagement Works, in Four Steps

You see real data from your own sources before you sign anything.

1

Scope

A short call to agree sources, fields, volume, and delivery format.

3

Scale

We build, harden, and run the pipeline across every source.

4

Deliver

Clean, validated data arrives in your stack, on your cadence.

Ecommerce Data We Collect and Monitor

Hourly price monitoring

Track competitor and marketplace prices as often as hourly.

MAP compliance tracking

Catch minimum advertised price (MAP) violations across resellers early.

Marketplace scraping at scale

Amazon, Walmart, eBay, and hundreds of other storefronts, with pipelines that recover automatically when a layout changes.

Catalog & attribute enrichment

Titles, images, specs, and categories normalized to your taxonomy.

Review & ratings extraction

Sentiment-ready review data across the listings you track.

Stock & availability tracking

Know exactly when a competitor goes out of stock.

Search rank & share of search

See where your products and your competitors rank in marketplace search, including sponsored placements.

Promotions & discount tracking

Capture coupons, bundle offers, and sale events as they go live, with start and end dates.

Assortment gap analysis

Find products your competitors carry that you don't, matched at the SKU level.

sample_dataset.json
AI-structuredvalidated
productpricein_stock
Wireless Earbuds Pro$129.00true
USB-C Charger 65W$39.99true
Mechanical Keyboard$89.50false
4K Webcam$74.00true

Structured, typed, and ready to load, not raw HTML.

Who Uses Our Ecommerce Data

Pricing & revenue teams

Dynamic repricing inputs, updated as often as your strategy needs.

Category & merchandising managers

Full competitive catalog visibility, without manual checks.

Brand protection teams

Identify unauthorized resellers and build an evidence trail with seller names, prices, and timestamps.

Marketplace operations

Listing, stock, and ranking data across every channel you sell on.

Why Ecommerce Teams Choose Us Over Building In-House

No scraper maintenance: marketplace layouts change constantly. Fixing breakage is our job, so your engineers stay on your product.
No proxy or anti-bot spend: residential proxies and CAPTCHA handling sit inside our fixed price, with no separate bill that grows with every blocked request.
No SKU matching backlog: cross-retailer matching is where in-house projects stall. We deliver one matched row per product.
Faster to first data: a validated sample before you sign, and a production feed without hiring a scraping team.
One accountable owner: a named contact who answers for delivery against a written SLA.

An SLA You Can Hold Us To, in Writing

Every engagement includes contractual commitments on uptime, price freshness, and match accuracy, with reporting against each one.

99.9%
Pipeline uptime

Monitored and reported, not promised.

Hourly
Fastest price refresh

As often as your repricing engine needs.

99%+
SKU match accuracy

Validated against your catalog. Measured on a sample of matched SKUs checked by an analyst each delivery cycle.

1
Named account contact

A real owner, not a ticket queue.

Enterprise-Grade Security and Compliance

ISO 27001:2022 and ISO 9001 certified, CMMI Level 3 appraised, and GDPR compliant.

Azure-hosted, with AWS, GCP, and private-cloud support.

Full data ownership: every dataset is yours, with IP transfer written into the contract.

Encrypted in transit and at rest, with role-based access and full audit logs.

CMMI Level 3
ISO 27001:2022
GDPR
ISO 9001
Need a live feed pulled through your own code? Explore our Ecommerce Data API

Common Questions

How do you handle marketplace anti-bot systems?

Anti-bot handling is part of the managed service. We manage proxy rotation, browser fingerprinting, rate control, and CAPTCHA flows on major marketplaces, and adjust our approach as defenses change.

Can you match products across different retailers?

Yes. Our AI structuring layer matches and deduplicates SKUs across sources, so you get one clean row per product instead of raw per-site listings. Match accuracy is validated against your catalog and covered by the SLA.

How fresh is price and stock data?

Refresh cadence is scoped to your needs, down to hourly where pricing decisions require it, with contractual freshness commitments in the SLA.

What ecommerce platforms and marketplaces can you scrape?

Amazon, Walmart, eBay, Shopify storefronts, regional marketplaces, and any other public retail site. If a product page is publicly visible, we can scope it.

Is ecommerce web scraping legal?

Collecting publicly listed product, price, and stock data is generally lawful in the US, the EU, and the UK. We review each source before collection, respect robots.txt directives and site terms, and collect only what is visible without logging in. Reviewer personal data is minimized at collection unless your use case needs it and has a documented basis.

Do you support MAP monitoring and alerts?

Yes. We track minimum advertised price violations across resellers and can alert you as soon as they're detected.

What formats and delivery options do you support?

JSON, CSV, XML, or Excel files, delivered to a REST API endpoint, Amazon S3, Azure Blob Storage, Google Cloud Storage, Snowflake, or SFTP on your schedule. Field names and structure are set to match your schema.

How is this different from your Ecommerce Data API?

Use the managed service when you need specific sites, custom fields, or matching to your own catalog. Use the Ecommerce Data API when you want standard product, price, and review fields from major marketplaces on demand, pulled through your own code. Many clients use both.

How is pricing structured?

Pricing is scoped to your sources, SKU volume, and refresh cadence. After a short scoping call and a free sample, you get a clear, written quote with an SLA.

Tell us what product data you need. We'll send a free sample.

A short scoping call, a sample dataset to judge for yourself, and a clear quote. Nothing to install, no commitment to start.