Crawlzo  /  Services

One platform. Every shape
of web data your product needs.

From a single API call to a full warehouse pipeline, every Crawlzo surface runs on the same engine, the same API, and the same engagement. Pick the shape that matches your product. We engineer the rest.

6 production surfaces1 unified engagement1 REST API · 1 endpoint99.7% success rate
[ 01 ]  DATA RETRIEVAL API

One endpoint. Every source.

POST a source URL. Pick a render mode. Optionally hand us a schema. Receive clean, validated JSON. That's the entire developer experience, and it's enough to power data products from a single row per day to a billion per quarter.

  • Adaptive routing
    Auto-selects HTTP / render / stealth per domain, no flag-tuning.
    AUTO
  • Schema-validated JSON
    Hand us a Pydantic/Zod schema; we reject runs that don't conform.
    SCHEMA
  • Pay for data delivered
    Valid, schema-passing rows only. Retries, blocks, 5xxs on us.
    $0 / FAIL
  • Sub-300ms p50
    Median latency across our 1,000-target Q1 benchmark.
    244 ms
# crawlzo · data retrieval · curl
curl https://api.crawlzo.com/v4/scrape \
  -H "Authorization: Bearer $KEY" \
  -d '{
    "url": "https://target.com/p/884",
    "render": "auto",
    "schema": "Product@v2"
  }'
// 244 ms · 1 credit
{
  "status": "ok",
  "data": {
    "title": "Stride Trainer V2",
    "price": 129.00,
    "stock": "in_stock",
    "rating": 4.7
  },
  "meta": { "render": "http" }
}
HTTPRENDERSTEALTH
▮ Browser fleet · live load
us-east-2
78%
eu-frankfurt
62%
ap-tokyo
54%
ap-sydney
41%
sa-saopaulo
33%
us-west-2
69%
FLEET SIZE · 14,820 workersP50 · 187 ms
[ 02 ]  RENDER ENGINE

Headless browsers, without the headache.

A GPU-pinned Chromium fleet that scales horizontally. Single-page apps render properly. Hydrated React, infinite scroll, lazy-loaded grids, all extractable as if a real user sat down and waited.

  • GPU-pinned workers
    Real canvas + WebGL fingerprints; sites can't tell us from a desktop user.
    GPU
  • Wait conditions
    Selector, XHR, custom JS predicate. Wait for what matters.
    4 MODES
  • Screenshot + HAR
    Full archive of every request for audit and replay.
    FULL
  • Custom JS injection
    Run your own pre-extract script before the DOM is captured.
    PRE / POST
[ 03 ]  SEARCH DATA API

Search results, as structured data.

Geo-segmented results from Google, Bing, DuckDuckGo, Naver, Baidu, and Yandex. Snapshot every hour. Diff every snapshot. Get alerted when something moves. The signal layer behind every serious search-intelligence platform.

  • 200 geo-locales
    Country + city granularity, real residential exits.
    200
  • All SERP features
    Organic, ads, knowledge graph, AI overview, local pack, news.
    9 TYPES
  • Hourly snapshots
    Rolling 90-day history for diff + trend analysis.
    90 DAYS
  • Rank change webhooks
    Get notified when a keyword moves more than N positions.
    REAL-TIME
Talk to our team
LIVE GOOGLE · US-NY · DESKTOP
structured web data for ai
  • #01crawlzo.com · /▲ 2
  • #02vendor-a.io · /api▼ 1
  • #03vendor-b.com · /products▼ 1
  • #04vendor-c.io · /pricing▲ 1
  • #05datafeed.dev · /
  • #06api-co.ai · /blog▼ 2
  • #07harvester.app · /docs▲ 4
▮ Pre-built datasets · catalog
Amazon Products
1.2B rows
Daily refresh · 47 marketplaces
Walmart Catalog
280M rows
6h refresh · price + stock
Zillow Listings
142M rows
Daily · US + Canada
Indeed Jobs
88M rows
12h refresh · 120 countries
App Store Apps
4.4M rows
Hourly · iOS + Android
Google Maps POIs
320M rows
Weekly · 200 locales
34 datasets shipping+ 6 in preview
[ 04 ]  DATASETS

Skip the pipeline. Query the data.

Pre-built data products we maintain so your team doesn't have to. Bulk delivery to your warehouse, incremental deltas on schedule, queryable through a Postgres-compatible read replica. Production data, day one.

  • 34 ready-to-query feeds
    E-commerce, jobs, real estate, app stores, maps, news.
    34
  • Incremental deltas
    CDC-style change feeds. Pay only for what's new.
    CDC
  • Postgres replica
    SQL anything. Indexed for common joins.
    SQL
  • Custom dataset on request
    Enterprise: we build and maintain a private feed for you.
    SCALE
Talk to our team
[ 05 ]  PROTECTED-TARGET ENGINE

For the sources that fight back.

When a source runs serious bot detection (Cloudflare Enterprise, DataDome, PerimeterX, kasada), Crawlzo gets through. Compliant residential IPs, real fingerprints, behaviour modelling, TLS-level evasion. The hard targets become routine.

  • 96.7% bypass rate
    Independently benchmarked against the 50 hardest commercial targets.
    96.7%
  • 2.4M residential IPs
    Compliant pool, ISP-level diversity, sticky sessions.
    2.4M
  • Behaviour modelling
    Mouse traces, scroll cadence, viewport-relative gestures.
    HUMAN
  • CAPTCHA solving
    Built-in. Charged per solve, not per request.
    AUTO
Talk to our team
BOT-DETECTRATE-LIMITFINGERPRINTCAPTCHA96.7% BYPASS
▮ Pipeline · live sinks
s3://prod-crawls/products142K rows / 1h
bigquery: dwh.serp_snapshots2.1M rows / 24h
kafka: pricing-feed-v2880 evt/s
stream · last 60s
webhook: yourapp.com/ingest204 OK · 32ms
postgres: replica.warehousepaused · backfill
snowflake: ANALYTICS.RAW14K rows / 5m
[ 06 ]  DELIVERY & SINKS

The data lands where your stack lives.

Native connectors for the warehouses and brokers your team already runs. Push deltas only, dedup at the edge, replay any window without re-fetching. The entire pipeline glue, included.

  • 6 native sinks
    S3, BigQuery, Snowflake, Postgres, Kafka, Webhook.
    6
  • Native deduplication
    Row-level fingerprinting; the same listing never lands twice.
    EDGE
  • Replay window
    Re-emit any 30-day slice to a new sink without re-crawling.
    30d
  • Schema evolution
    Auto-handles new columns; old consumers don't break.
    SAFE
▸ What each tier includes

What you get, per tier.

Every surface runs on the same engine. The table below outlines what each engagement includes, from sandbox testing to dedicated scale. These are the targets we build toward, not contractual fine print. Every engagement is custom, and the specifics are part of the scope conversation.

SandboxSprintSurgeScale
Best forTesting & POCsProduction appsHigh volumeMission-critical
P50 latency (typical)350 ms300 ms220 ms150 ms
Support responseEmail supportSlack · 1hSlack · 1hSlack · 1h
ConcurrencyLimitedStandardHighCustom
Dedicated engineerincluded
● ONE DATA LAYER · ANY SHAPE

One platform. Any shape.
Let's scope yours.

Tell us what data your product runs on. We'll come back in 24 hours with a sampled output, a scoped plan, and a price. Pilot in week one.

No data retention99.99% uptime SLA99% success rate100M+ proxies