Ecommerce Data Scraping Services

Ecommerce Data Scraping Services Built for Smarter Business Decisions

KVETOiQ collects, structures, and delivers pricing, product, and marketplace data from Amazon, Walmart, Shopify, and 500+ other sites so your pricing, merchandising, and strategy teams always work from what's happening right now.

Book 30-Min Strategy Call

500+Marketplaces Tracked

24–48 HrsSample Dataset Turnaround

99.9%Data Accuracy Rate

US-BasedSupport Team

Built to track the marketplaces your business actually sells on

Amazon Walmart Target eBay Shopify Instacart Etsy Best Buy Costco 500+ More

The Basics

What Is Ecommerce Data Scraping, and Why Should It Matter to Your Business?

Ecommerce data scraping is the automated collection of publicly available marketplace data product listings, live pricing, stock levels, reviews, and seller details turned into structured, usable information on a schedule you control.

The difference between scraping and ecommerce data intelligence is what happens after the collection: raw HTML pulled off a page is not a business decision. KVETOiQ cleans, standardizes, and maps that data to the questions your team is actually trying to answer where are we priced wrong, who's out of stock, which listings are underperforming, and where is the market moving next.

Product & Catalog DataTitles, descriptions, specs, images, categories, and variants.
Pricing & PromotionsList price, sale price, coupons, and MAP compliance signals.
Inventory & AvailabilityStock status, buy box ownership, and shipping timelines.
Reviews, Ratings & Seller DataSentiment, star ratings, and third-party seller positioning.

The Cost of Guessing

The Real Cost of Not Watching the Market Closely Enough

Manual price checks and spreadsheets can't keep pace with marketplaces that change by the hour. Here's what that gap usually costs.

Pricing Gaps

By the time your team spots a competitor's price change, the sale or the margin is already gone.

Manual Tracking

Spreadsheets and browser checks don't scale past a handful of SKUs, let alone a full catalog.

Stockout Blind Spots

Missing the moment a competitor goes out of stock means missing the exact window to win that customer.

Compliance Risk

Unauthorized resellers and MAP violations often go unnoticed until they've already hurt your brand.

What You Get

One Data Pipeline. Every Data Type Your Team Actually Uses.

Not a raw scrape dump a structured feed built around the decisions your teams make every week.

Product & Catalog Data

Titles, descriptions, images, specs, and category placement across every listing you track.

Pricing & Promotion Data

List price, sale price, discount depth, and MAP compliance, tracked as often as you need it.

Inventory & Stock Data

Real-time stock status, buy box ownership, and restock patterns by SKU and seller.

Reviews & Ratings Data

Star ratings, review volume, and sentiment trends so you know how the market really feels.

Seller & Marketplace Data

Who's selling what, at what price, and how your listings stack up against theirs.

Ad & Content Data

Sponsored placements, share of shelf, and how competitors are positioning listings on-page.

Marketplace Coverage

We Scrape the Marketplaces Where Your Customers Already Shop

From the largest US marketplaces to niche and regional sites, if it's public, we can track it.

Amazon

Walmart

Target

eBay

Shopify Stores

Instacart

Best Buy

Etsy

Costco

Kroger

Don't see your platform listed? We build custom scrapers for any public ecommerce website or marketplace.

How It Works

From Requirement to Live Data Feed

A clear, four-step process most projects go from first call to live data in under a week.

STEP 01

Scope Your Requirements

Tell us the platforms, products, and data fields that matter to your team.

STEP 02

Free Sample Dataset

We deliver a working sample within 24–48 hours so you can validate quality before committing.

STEP 03

Build, QA & Deploy

We build your pipeline, run quality checks, and set your delivery schedule.

STEP 04

Ongoing Delivery & Support

Continuous data delivery, monitoring, and a US-based team when you need changes.

Who It's For

Built for Every Team That Depends on Marketplace Data

Ecommerce Brands

Protect pricing and MAP compliance across every channel you sell on.

Retailers & Distributors

Track competitor pricing and assortment to stay ahead on the shelf.

Pricing & BI Teams

Feed dashboards and models with clean, current market data.

Market Research Firms

Source large-scale marketplace data for client studies and reports.

Ecommerce Agencies

Deliver competitive insight to clients without building infrastructure.

Why KVETOiQ

We're Not Just Collecting Data. We're Helping You Decide.

Plenty of vendors can pull HTML off a page. Fewer can turn it into something your team acts on the same day.

Typical Scraping Vendor

Raw, unstructured data dumps
One-time exports, manual re-requests
Generic delivery, you do the mapping
Support ticket queue

KVETOiQ

Clean, structured, decision-ready data
Continuous monitoring with alerts
Mapped to your pricing, BI & analytics stack
A dedicated data strategist

Integration

Delivered However Your Team Already Works

CSV & Excel

Ready-to-use spreadsheets for teams that live in Excel and Google Sheets.

JSON

Developer-friendly structured files for internal tools and pipelines.

REST API

Pull live data directly into your own applications on demand.

BI Tools & Warehouses

Direct feeds into your data warehouse, Looker, Power BI, or Tableau.

Trust & Compliance

Built on Publicly Available Data, Handled Responsibly

We collect only publicly accessible marketplace data, respect site access rules, and manage collection at a rate that doesn't disrupt the platforms we work with. Every project starts with a scope conversation so you know exactly what's being collected and why.

Publicly available data only no login-gated or private data
Rate-managed collection that respects site infrastructure
Clear scoping so you always know what's being collected
Quality checks on every delivery, not just the first one

Go Further

Turn This Data Into a Full Intelligence Solution

Scraping is the input. These are the outcomes our clients actually build with it.

Pricing IntelligenceOptimize pricing with live competitor data.Learn more Competitor MonitoringTrack competitor moves as they happen.Learn more Marketplace IntelligenceUnderstand your position across channels.Learn more Seller IntelligenceSee who's selling, where, and at what price.Learn more Ecommerce AnalyticsTurn raw data into reportable insight.Learn more

Related Services

Explore Our Other Ecommerce Data Scraping Services

Amazon Product ScrapingLearn more Shopify Data ExtractionLearn more Price Monitoring ServicesLearn more Catalog Scraping ServicesLearn more Marketplace Scraping ServicesLearn more

FAQ

Common Questions About Ecommerce Data Scraping

What is ecommerce data scraping?

Ecommerce data scraping is the automated collection of publicly available marketplace data product listings, pricing, stock status, reviews, and seller details turned into structured data your team can act on, instead of manually checking sites by hand.

Is ecommerce data scraping legal?

KVETOiQ collects only publicly available data, at a rate that respects the platforms we work with, and scopes every project upfront so you know exactly what's being collected. We're happy to walk through our approach on a call before you commit to anything.

How much do ecommerce data scraping services cost?

Pricing depends on the number of platforms, products, and how often you need the data refreshed. Share your requirements and we'll send a fixed, custom quote no long-term contracts required.

How fast can I get a sample dataset?

Most sample datasets are delivered within 24–48 hours of scoping your requirements, so you can validate data fields and quality before committing to a full project.

Which marketplaces and platforms can you scrape?

We cover Amazon, Walmart, Target, eBay, Shopify stores, Instacart, and 500+ other marketplaces. If your platform isn't on the list, we can typically build a custom scraper for any public ecommerce site.

What formats do you deliver data in?

We deliver in whatever format your team already uses CSV, Excel, JSON, or a live REST API and can push data directly into your BI tools or data warehouse.

Get Started

Stop Making Pricing Decisions on Old Data

Get a free sample dataset built around your products and marketplaces no commitment required.