How does Crawlify ensure data accuracy?

Every dataset goes through our 4-stage pipeline. After AI structures the raw data, trained reviewers verify accuracy using a side-by-side comparison of raw extraction vs. structured output. Records are approved, edited, or declined before delivery. Nothing reaches your systems without human sign-off.

How long does setup take?

Most pipelines are configured within 24–48 hours. You tell us what data you need and from which sources, and our team configures the crawler, AI schema, and delivery destination. You'll receive a test batch for review before we go live.

What websites can you scrape?

We extract data from any publicly accessible website — e-commerce product pages, event listings, job boards, directories, news sites, and more. We handle JavaScript-rendered pages, pagination, cookie banners, and anti-bot protections. We do not scrape behind logins, paywalls, or sites that explicitly prohibit scraping.

How is data delivered?

Approved data is delivered in the format and destination you choose — REST API, webhooks, CSV/JSON files, Google Sheets, Airtable, or direct push to your CRM (Salesforce, HubSpot). Deliveries are batched, retried on failure, and fully logged.

Do I need technical skills to use Crawlify?

No. Crawlify is a fully managed service. You define what data you need, and our team handles the technical setup, crawler configuration, AI schema design, and ongoing maintenance. You interact with clean data in your review queue and your delivery destination.

What makes Crawlify different from tools like Apify, Bright Data, or Octoparse?

Those are excellent tools for developers who want to build and maintain their own scrapers. Crawlify is for teams who want verified, structured data delivered to their systems without engineering overhead. Our unique differentiator is the human-in-the-loop review stage — no other service lets you see raw vs. enriched data side-by-side and approve every record before delivery.

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Explore practical guides, case studies, and lessons learned from building verified data pipelines. Learn how modern teams collect, validate, and deliver trusted data at scale.

Two dashboards side by side: one shows 99.99% uptime, the other shows 99.5% verified field accuracy.

Jun 16, 20269 min read

Uptime ≠ Accuracy: The 99.5% Field-Accuracy Number No Competitor Will Publish

Bright Data guarantees 99.99% uptime. Apify guarantees 99.5% availability. Neither tells you if the data is right. Here's the difference — and the number we publish.

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