Delivery guide

Request clean web data without crawler infrastructure.

This guide explains the current workflow: email your target, approve a CSV sample, then choose recurring CSV delivery or paid API/Webhook access after setup.

Email: [email protected]  Subject: CSV sample request    -d '{
    "target_url": "https://example.com/products",
    "fields": ["title", "price", "availability", "rating"],
    "render_js": true,
    "geo": "US",
    "sample_format": "csv",
    "paid_delivery_options": ["csv", "json", "api", "webhook"]
  }'

1. Describe your target

Send the website URL, fields you need, geography, refresh cadence, and preferred delivery format.

2. Validate a free sample

We build the extractor, handle anti-bot access, normalize the schema, and deliver sample records for review.

3. Launch recurring delivery

Approved jobs run on schedule and push clean data through API, Webhook, S3, CSV, or database sync.

Request payload

target_url — public page, category, profile, search, or listing URL
fields — product price, reviews, seller, availability, job title, rating, or custom fields
render_js — enable full browser rendering for SPA and dynamic sites
geo — route collection through a target country or region when needed
schedule — one-time, hourly, daily, weekly, or custom cadence

Delivery options

REST API for job creation and record retrieval
Webhook push for near-real-time updates
S3, Google Cloud Storage, or Azure Blob exports
CSV, JSON, Excel, XML, or custom normalized schemas
Paid API, Webhook, or database sync after onboarding and quote approval

Reliability controls

Automatic retries for transient blocks and network failures
Schema validation before data leaves the pipeline
Parser health monitoring for site redesigns
Duplicate detection, freshness checks, and bad-data re-scrapes
Optional human review for high-value datasets