▸ Built for products that depend on web data

Web data infrastructure at enterprise scale.

Crawlzo provides the infrastructure companies rely on to extract, process, and deliver web data at scale. Built for production workloads, evolving targets, and high-volume environments where reliability matters.

99.7%Row delivery · verified Q1 2026
99.99%Network uptime
$0Billed on failed rows
GDPRDPA-ready · zero retention
▮ Used by products built on web data
SERP MONITORING
MARKET RESEARCH
PRICE MONITORING
INFLUENCER ANALYTICS
COMPETITIVE INTELLIGENCE
BRAND MONITORING
SOCIAL LISTENING
ALTERNATIVE DATA
THREAT INTELLIGENCE
AD INTELLIGENCE
MEDIA MONITORING
LOCATION INTELLIGENCE
REPUTATION MONITORING
FRAUD DETECTION
SEARCH INTELLIGENCE
MARKET INTELLIGENCE
TRAVELTECH
VERTICAL SEARCH
DATA ENRICHMENT
REVIEW AGGREGATION
NEWS AGGREGATION
RETAIL ANALYTICS
E-COMMERCE INTELLIGENCE
SERP MONITORING
MARKET RESEARCH
PRICE MONITORING
INFLUENCER ANALYTICS
COMPETITIVE INTELLIGENCE
BRAND MONITORING
SOCIAL LISTENING
ALTERNATIVE DATA
THREAT INTELLIGENCE
AD INTELLIGENCE
MEDIA MONITORING
LOCATION INTELLIGENCE
REPUTATION MONITORING
FRAUD DETECTION
SEARCH INTELLIGENCE
MARKET INTELLIGENCE
TRAVELTECH
VERTICAL SEARCH
DATA ENRICHMENT
REVIEW AGGREGATION
NEWS AGGREGATION
RETAIL ANALYTICS
E-COMMERCE INTELLIGENCE
CAPABILITYThe bar we engineer to
All domainsAI trainingSearch & SERPMarketplacesListings & vertical
99.7%
Successful row delivery
128ms
Median response
11
Edge regions
200+
Geo-locales served
▸ How Crawlzo works

Three steps. One partner. The data your product runs on.

01

Define the data requirements.

Sources, structure, delivery cadence, and scale. Whether you need a single endpoint, a real-time feed, or a multi-source pipeline, we scope the infrastructure around your workflow.

# intake
SCOPE /engagement
{
  "sources": "42 vendors",
  "cadence": "hourly"
}
03

Receive structured data.

Validated, structured data delivered through APIs, queues, storage, or direct integrations into your existing stack.

{
  "price": 29.99,
  "sku": "NW-1042",
  "stock": "in_stock",
  "_meta": { "crawl_ms": 244 }
}

Web data is your foundation. We make it dependable.

Most teams treat web data as a chore, a fleet of scrapers someone has to babysit. The serious ones treat it as infrastructure, and they stop building it themselves. Crawlzo is the layer the second group depends on, so the data their products run on never becomes the bottleneck.

// OPERATIONAL BURDEN ON YOUR TEAM: HIGH → ZERO
Build internally or operate through Crawlzo
Outcome
In-house scrapers
CrawlzoManaged
Operational burden on your team
Engineers patching selectors every week.
Zero. Your team ships product, not maintenance.
Data freshness guarantee
Best-effort. Breaks silently on changes.
SLA-backed. Drift alerts before downstream sees it.
Data shape & validation
Raw HTML; your team parses, dedupes, validates.
Schema-validated, deduped, warehouse-ready.
[ Platform Capabilities ]

The infrastructure your data should already have.

[ 01 ] Reliability

Data your business can stake itself on.

Benchmarked against the toughest commercial targets. JS rendering, bot-detection bypass, and compliant IP rotation, all owned by us. You pay for the rows that arrive, not the ones that don't.

// SUCCESS / 1M REQUESTS0.0%
↳ benchmark · q1 2026
[ 02 ] Scale

Scales with your data ambitions, not your headcount.

A horizontal fleet that absorbs 1M concurrent fetches with geo-aware routing, sticky sessions, and zero queue starvation under burst. The harder you push, the easier it gets.

[ 03 ] Intelligence

Recall is everything. We optimize for it.

Our extraction engine reads pages the way a person does, finding the price, the SKU, the field your model needs, even when the markup buries it deep. Built for the data shape your product consumes.

[ 04 ] Delivery

Lands wherever your stack already lives.

Stream directly to S3, BigQuery, Snowflake, Postgres, or Kafka. Deltas only, natively deduped. Replay any window without re-fetching.

[ 05 ] Composability

One API. Three render modes. Same response shape.

Switch between HTTP, headless render, and protected-target modes with one parameter. Same response shape, same billing line, same API. The complexity stays our problem.

httprenderstealth
$ curl /v4/scrape?render=none?render=full?render=stealth
200 OK· 128ms · 1.2kb
[ 06 ] Observability

Audit every request, see every diff.

HAR archives, screenshot snapshots, schema-drift alerts. When something downstream looks off, you know in minutes, not from a customer.

▸ Engineered for the engineers behind your product

Your engineers ship product. One API does the wiring.

One REST endpoint you can call from any language: Python, Node, Go, or plain curl. Batching, retries, schema validation, and warehouse delivery built in. The data reaches your code in a single request.

1
REST API
1
Endpoint
0
Glue code
~/crawlzo/quickstart.sh
# request structured web data — any URL, any render mode
curl https://api.crawlzo.com/v4/scrape \
  -H "Authorization: Bearer $CRAWLZO_KEY" \
  -d '{"url":"https://target.com","render":"stealth"}'

# → clean, validated JSON in < 300ms

{
  "status": "ok",
  "data": { "title": "...", "price": 29.99 },
  "meta": { "latency_ms": 244, "render": "stealth" }
}
# pip install requests — no SDK needed
import requests

res = requests.post(
  "https://api.crawlzo.com/v4/scrape",
  headers={"Authorization": "Bearer sk_live_…"},
  json={"url": "https://target.com", "render": "stealth"},
)

print(res.json()["data"]["price"])  # → 29.99
// built-in fetch — no SDK needed
const res = await fetch("https://api.crawlzo.com/v4/scrape", {
  method: "POST",
  headers: { Authorization: "Bearer sk_live_…" },
  body: JSON.stringify({ url: "https://target.com", render: "stealth" }),
});

const { data } = await res.json();
console.log(data.price); // → 29.99
// standard library — no SDK needed
body := strings.NewReader(`{"url":"https://target.com","render":"stealth"}`)
req, _ := http.NewRequest("POST",
  "https://api.crawlzo.com/v4/scrape", body)
req.Header.Set("Authorization", "Bearer sk_live_…")

res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
// decode res.Body → price 29.99

Web data runs your business. It shouldn't run on duct tape.

The winning teams stop building crawlers and depend on a layer engineered to survive the open web. The blocks, the layout changes, the 3 a.m. proxy failures, that's our problem now.

What you get back isn't just a lower bill. It's the focus to build the one product only you can.

▮ PERFORMANCE
Production metrics
99.7%
Request success rate
Across the hardest commercial targets on the open web
▮ Median response
128ms
P50 across the global edge
▮ Peak burst
98%
Capacity utilisation under load
▮ Network footprint
200+
Geo-locales served
An architecture decision, not a feature

Treated like infrastructure. Stateful, durable, resumable.

FETCH · STATE · PERSIST

Real data pipelines are stateful. Crawlzo holds session, cookie, and run-state across executions, so a four-million-row job can resume from row 3,981,204 without paying for the first 99% again. Restart from anywhere. Replay any window. Infrastructure that behaves like the database your team already trusts.

See the architecture
[ INSIDE THE PLATFORM ]

Under the hood

Entry Router
HTTP / Browser / Stealth, auto-selected per domain
Schedule Layer
Job queues · burst smoothing · rate budgets
Memory Store
Session · cookies · checkpoints
Render Fleet
Headless Chromium · GPU-pinned workers
Extraction Layer
Adaptive · semantic anchors
Validation
Schema gate · drift alerts
SINK → S3 · BIGQUERY · POSTGRES · SNOWFLAKE · WEBHOOK · KAFKA
▸ A network that runs where your users are

Runs where your users are.

A compliant IP fabric across the world, with geo-aware routing so requests exit from where they should and dynamic content renders the way real users see it. Local data, served globally.

200+
Geo-locales
99.99%
Network uptime
128ms
Median P50
11
Edge regions
[OK]  fetch eu-frankfurt-1  → e-com.target.de · 247ms
[OK]  fetch us-east-2  → listings.target.com · 188ms
[OK]  fetch ap-tokyo-1  → jp.target.jp · 312ms

Bench
marks

Q1 2026 · 1,000 targets
↳ independently verified
CategoryCrawlzoVendor AVendor BVendor C
Static HTML (success)99.9%98.1%97.4%96.8%
JS-rendered (success)98.6%92.3%89.0%83.1%
Anti-bot bypass96.7%81.5%74.2%70.0%
Median latency (ms)128312295410
$ per 1K rows$0.78$1.92$1.40$2.10
Overall score96%80%74%69%
▸ Speaks the stack you already run

Drops into the data stack you already run.

Call it from anywhere

  • Python requests
  • Node / TypeScript fetch
  • Go net/http
  • Rust reqwest
  • Java HttpClient
  • cURL / shell curl

Warehouses & Sinks

  • Amazon S3 native
  • BigQuery native
  • Snowflake native
  • Postgres native
  • Kafka / Redpanda native
  • Webhook (any HTTPS) native

Pipelines & Tooling

  • Airflow operator
  • Dagster asset
  • dbt source
  • n8n / Make node
  • Datadog logs
  • PagerDuty alerts
[ BUILT FOR THE TEAMS BUILDING THE FUTURE ]

Trusted by the teams building what's next.

[ 01 ]
AI & LLM training corpora
Web-scale, schema-validated, deduplicated corpora, engineered to the data shape your training run needs.
[ 02 ]
Market & pricing intelligence
Real-time price, inventory, and assortment data across marketplaces, retailers, and classifieds.
[ 03 ]
Lead & firmographic enrichment
Firmographic and technographic intelligence, refreshed at the cadence your go-to-market motion runs on.
[ 04 ]
Search & SERP intelligence
Geo-segmented ranks across 200 locales, snapshotted on the cadence your strategy demands.
[ 05 ]
Compliance & brand monitoring
MAP enforcement, takedown evidence, screenshot archives. Evidence-grade and retention-ready.
[ 06 ]
Influencer & social intelligence
Creator discovery, engagement tracking, audience analysis, and multi-platform social data at scale.
▸ Built for teams who can't afford to be wrong

When the data your product depends on has to be right, we're who you call.

SLA-backeddata delivery
GDPR · No retention · Custom residency

We work with teams whose products live or die by data quality: research labs training models, intelligence platforms feeding real-time decisions, fintech and ecommerce teams that depend on freshness. The engagement differs for each. The reliability bar is the same.

How we engineer it
For teams who can't afford to be wrong

Treat us like infrastructure. Engineer-to-engineer scoping, SLA-backed delivery, and a single throat to choke when the data matters more than the optics.

24h
Quote turnaround
How we engage
Custom-scoped · pilot-ready in a week

We bill only on successful, schema-passing rows. Blocks, retries, timeouts, and 5xx errors are on us, never on your invoice. That contract sits behind every delivery, from the first pilot row to the millionth.

0
Rows billed on failure
What we guarantee
SLA-backed · retries on us

Custom-built engagements. Reference pricing below.

Every Crawlzo engagement today is custom: scoped, sampled, and priced to your data. The tiers below are a preview of self-serve plans launching in 2026. Until then, the answer is always a conversation.

Sandbox
Free/ pilot
  • 1,000 requests (one-time)
  • HTTP + light render
  • Direct engineer support
Talk to our team
Sprint
$249/mo
  • 250K requests / mo
  • JS rendering included
  • Webhook + S3 delivery
  • Email support
Talk to our team
Surge
$1,099/mo
  • 2M requests / mo
  • Protected-target engine
  • Schema validation
  • Slack-connect support
Talk to our team
▸ Security & compliance

Enterprise-grade. By default.

We drop into regulated environments without a six-month review cycle. GDPR-ready DPAs, PII redaction at the extraction layer, encryption in transit and at rest, and custom residency on request. Built so your security team signs off on day one.

Request the trust pack
AES
Encryption · AES-256
In transit & at rest
TLS 1.3 everywhere · encrypted storage · per-tenant key rotation.
DATA
Data Residency
Your region, your call
Store data in the EU, US, or a region you nominate. We keep it where you need it.
PII
PII Redaction
Extraction-time
Email, phone, name patterns dropped before the row leaves us.
DPA
DPA & NDA
We sign your paper
Custom DPAs, NDAs, and a transparent sub-processor list, with no six-month review cycle.
RBAC
Access Control
Scoped & audited
Role-based, scoped API keys with full activity logs on every job.
SLA
Uptime SLA
99.9% target
Monitored pipelines, health checks, and a named contact when it matters.
● THE PARTNER YOUR TEAM SHOULD ALREADY HAVE

Stop building crawlers.
Start depending on the team that does.

There's no signup. There's a conversation. Tell us about the data your product runs on. We'll come back in 24 hours with a sampled output, a scoped plan, and a price.

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