CSV sample first · Paid API delivery after setup

Tell Us What Data You Need.
We Deliver a CSV Sample.

Tell us the website and the fields you need.
We validate the source, collect a clean CSV sample, then quote recurring delivery.

vstock data — csv sample brief
Target
target-site.com/products
Fields
title, price, availability
First delivery
CSV sample
After approval
CSV feed or paid API
sample.csv
title,price,availability
Wireless Earbuds,$39.99,in_stock
Travel Backpack,$58.00,limited
USB-C Cable,$8.49,out_of_stock
✓ Source validated · CSV delivered before payment

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Price Comparison
📈SEO Analytics
🛒E-Commerce
📊Market Intelligence
💹Finance Data
💼Job Boards
🏠Real Estate
🔍Research & Consulting
Price Comparison
📈SEO Analytics
99.9%
Data Accuracy
48h
Sample Delivery
20+
Web Platforms

Your Pain Points, Our Solutions

Every obstacle data engineers face — VStock Data has already solved it.

Without VStock Data

Target site uses Cloudflare — your scraper gets a 403 instantly

IP bans and CAPTCHA loops drive self-hosted proxy costs through the roof

Site structure changes constantly, maintenance never ends

Data quality is inconsistent and cleaning takes forever

With VStock Data

Fully managed infrastructure. Zero config. Handles complex web environments at scale.

Tens of millions of residential IPs, dynamically rotated — never blocked

Self-healing parser tracks site changes automatically

Multi-layer validation + manual review. 99.9% accuracy guaranteed.

Core Capabilities

Features & Benefits

Fully managed from crawl to delivery. Just tell us what you need.

Smart Rendering Engine

Handles JavaScript-heavy pages, SPAs, and complex web environments. Compatible with modern web infrastructure out of the box.

JavaScript Rendering

Full JS execution for accurate scraping of SPAs, React, and Vue pages — identical to what a real browser sees.

Scheduled Delivery

Auto-collect hourly, daily, or weekly. Data is pushed directly to your system — no manual triggers needed.

Flexible Output Formats

JSON, CSV, API, Webhook, S3, or direct database push. Choose whatever fits your pipeline.

Elastic Scaling

From 10K to 1B records per month. Scale in seconds without contacting sales — pay only for what you use.

Data Quality Guarantee

Multi-layer validation plus manual review. 99.9% accuracy guaranteed. Bad data? We re-scrape it for free.

How It Works

3 Steps from Email to CSV

01

Tell Us Your Target

Send the target URL, fields, country, and sample size by email or form. We confirm feasibility first.

02

We Validate & Collect a Sample

We set up the crawler, handle dynamic rendering, and clean the data. Free sample in 48 hours — no credit card.

03

Ongoing Clean Data Delivery

Once you approve the sample and quote, we deliver CSV on schedule. API/Webhook delivery is available for paid recurring jobs.

What Clients Say

Real feedback from enterprise data teams, indie developers, and e-commerce operators worldwide.

James T. avatar

James T.

Data Engineer · Top-tier E-Commerce Platform

"We used to run our own proxy pool — monthly maintenance costs were insane. With VStock Data, costs dropped 80% and data quality actually improved."

Sarah K. avatar

Sarah K.

Head of Data · Retail Analytics Co.

"We monitor 50+ competitor sites daily. Since switching to VStock Data, Cloudflare blocks are gone completely — not a single interruption."

Alex M. avatar

Alex M.

Indie Developer

"I build a price comparison tool. My scrapers used to get blocked constantly. VStock Data API has been running solid for 6 months — zero downtime."

Marcus R. avatar

Marcus R.

Research Director · Market Intelligence Firm

"48-hour sample delivery is real. We submitted our requirements at 9am and had 5,000 clean records by the next morning. Accuracy was spot on."

Pricing

Start with CSV. Upgrade to API when ready.

We scope every source by email first. Once the sample is approved, recurring jobs can use CSV, JSON, Webhook, S3, or private API delivery.

Start Here

Free Sample

$0before payment

We validate the target source and send a small CSV sample first.

Target URL + field review
Feasibility check by email
Small CSV sample delivery
No credit card required
Quote after sample approval
API options discussed if needed
Most Popular

One-off Dataset

From $199per scoped job

Best for one-time exports once the CSV sample and field schema are approved.

Everything in Free Sample, plus
Full export after approval
CSV, Excel, or JSON files
Custom fields and cleaning rules
Volume-based quote
Delivery by email or cloud link
Optional refresh quote
Email support

Recurring Feed

Customafter scoping

For daily, weekly, or near-real-time delivery after paid setup.

Everything in One-off Dataset, plus
Daily / weekly / custom refresh
CSV, JSON, S3, or database sync
Private API endpoint available
Webhook delivery available
Parser monitoring and repairs
Quality checks and re-runs
Priority support

Not sure which plan fits?  Request a CSV sample first — no card required.

Frequently Asked Questions

We scope every request by email before any paid delivery or private API access.

Do I get instant API access after visiting the site?

Why do the pages use scraper API keywords?

What output formats are available?

How do I get a free sample?

What happens if the target site changes?

Is web scraping legal and compliant?

Request Your First CSV Sample
Before You Pay

No credit card required. Email the target site and fields you need — we'll validate feasibility and send a CSV sample.

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Built for data-driven teams worldwide.