crawlfast.
Part of Advert.Cafe
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AI Crawling & Extraction Engine

Crawl any site.
Ship structured data.

Crawlfast turns messy websites into clean, structured records — crawling, extraction schemas, and pipelines in one Docker-first workspace built for Advert.Cafe.

Get StartedSee the engine run
Docker-first
Playwright crawling
Structured extraction
Schema tools
Visual pipelines
Duplicate detection
S3 storage
Serper integration
Docker-first
Playwright crawling
Structured extraction
Schema tools
Visual pipelines
Duplicate detection
S3 storage
Serper integration
What it does

One workspace for the whole crawl-to-data journey.

Everything you need to go from a URL to clean, queryable records — no glue code.

01

Crawl at scale

Playwright-powered crawling that renders JS, follows sitemaps, and respects duplicates — so you capture every page that matters, once.

02

Structured extraction

Define extraction schemas and turn raw HTML into typed records. No brittle scripts — just the fields you actually need.

03

Visual pipelines

Compose crawl → extract → transform → store as a visual pipeline. Edit nodes, branch logic, and re-run without redeploying.

04

Durable storage

Every crawl and result lands in S3-backed storage with full provenance, ready to push downstream to Advert.Cafe leads.

05

Fast iteration

Hot-reload services, instant test-on-website, and live metrics. Go from idea to working extractor in minutes.

06

Connected by design

Serper search/places, quality scoring, and webhooks out of the box — Crawlfast plugs straight into the Advert.Cafe suite.

How it works

Three steps from raw web to ready data.

01 /

Point

Drop in a URL or a search term. Crawlfast maps the site and queues the pages worth crawling.

02 /

Extract

Attach an extraction schema or pipeline. Render, parse, and classify into typed, deduplicated records.

03 /

Ship

Store results with full provenance and push them straight into Advert.Cafe leads and campaigns.

Demo Preview

Interactive demo with sample data.

example.com
...
5s
77 pages
12 pending
3 queued
1 working
45 scraped
2 failed
8 external
6 duplicates
Pending (3)
  • example.com/cars/toyota-yaris

  • example.com/cars/nissan-micra

  • example.com/cars/citroen-c3

Queued (2)
  • example.com/about

  • example.com/contact

Working (1)
  • example.com/fleet

Completed (4)
  • example.com

  • example.com/cars

  • example.com/prices

  • example.com/locations

Failed (1)
  • example.com/old-page

External Links (3)
  • facebook.com/example-rentals

  • instagram.com/example-rentals

  • tel:+30210123456

Duplicate Detection
3 originals
2 duplicates
last: demo · next: 5s
Originals (3)
  • /cars/toyota-yaris

  • /cars/nissan-micra

  • /about

Duplicates (2)
  • /el/cars/toyota-yaris

  • /el/cars/nissan-micra

Unclassified (0)
  • All classified

Get started

Put the crawler to work.

Jump into the dashboard and run your first crawl, extractor, or pipeline in minutes.

Get Started

© 2026 Advert.Cafe — Internal tooling