Fully Managed Data Scraping Service
Custom data pipelines, built for you. We turn complex websites into dependable data that drives revenue and enables faster, smarter decisions.
Skip the struggle
Sites block. Spiders break. Engineers burn time on CAPTCHAs, patches, and failed runs—months lost before you see a single row of usable data. With Zyte Data, you skip the pain and get clean, structured feeds from day one.
Fully managed service. We build, run, and maintain every part of your data pipeline—no engineering required.
Clean, structured delivery. Data arrives ready to use in your preferred schema and format.
Scalable & reliable. Designed to grow with you—quickly, securely, and cost-efficiently.
Unmatched uptime. Powered by Zyte API—the proven leader in overcoming site blocks.
The data partner of your dreams
Heritage and expertise
Compliance built in
Trusted by data-fueled organizations
Working with Zyte Data
Our team of engineers, project managers and compliance experts will become a valuable part of your team. With Zyte, you get a partner, not just a provider.
Getting started
Constant alignment
Simple pricing that scales with your needs
Standard and custom plans from $500 per month.
Whatever you need, Zyte's done it.
1{
2 "realEstateListing": {
3 "id": "hl-ATX-1427-woodland",
4 "url": "https://hearthlane.example/listings/woodland-ave-1427",
5 "status": "ForSale",
6 "price": {
7 "amount": 849000,
8 "currency": "USD",
9 "display": "$849,000"
10 },
11 "address": {
12 "street": "1427 Woodtree Ave",
13 "city": "Austin",
14 "region": "TX",
15 "postalCode": "78704",
16 "country": "US"
17 },
18 "property": {
19 "type": "SingleFamily",
20 "bedrooms": 4,
21 "bathrooms": 3,
22 "livingAreaSqft": 2418,
23 "lotSizeAcres": 0.19,
24 "yearBuilt": 1998,
25 "parking": {
26 "type": "Garage",
27 "spaces": 2
28 }
29 },
30 "location": {
31 "neighborhood": "Bouldin Creek",
32 "coordinates": {
33 "lat": 30.2492,
34 "lng": -97.7546
35 }
36 },
37 "media": {
38 "mainImage": {
39 "url": "https://hearthlane.example/media/hl-1427/main.jpg",
40 "alt": "Front exterior of 1427 Woodland Ave"
41 },
42 "images": [
43 "https://hearthlane.example/media/hl-1427/01.jpg",
44 "https://hearthlane.example/media/hl-1427/02.jpg",
45 "https://hearthlane.example/media/hl-1427/03.jpg"
46 ],
47 "floorplan": {
48 "url": "https://hearthlane.example/media/hl-1427/floorplan.png"
49 }
50 },
51 "highlights": [
52 "Renovated kitchen (2022)",
53 "10-panel solar system",
54 "EV charger in garage",
55 "Walkable to South Congress"
56 ],
57 "amenities": [
58 "Central air",
59 "Hardwood floors",
60 "Fenced yard",
61 "Gas range",
62 "Smart thermostat"
63 ],
64 "openHouses": [
65 {
66 "start": "2026-02-01T13:00:00-06:00",
67 "end": "2026-02-01T15:00:00-06:00",
68 "note": "Hosted by listing agent"
69 }
70 ],
71 "description": "Bright, updated home in Bouldin Creek with an open layout, chef-friendly kitchen, and a private backyard. Solar panels keep energy costs low, and the EV charger makes commuting easy. Minutes to local shops and dining.",
72 "agent": {
73 "brokerage": "Hearthlane Realty",
74 "phone": "+1-512-555-0188",
75 },
76 "disclaimer": "All information deemed reliable but not guaranteed. Buyer to verify."
77 }
78}The data you need, in any format
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Insights for teams outsourcing web data
Practical guidance from the experts behind Zyte Data — from evaluation to execution.
Frequently asked questions
What is managed data extraction (or managed web scraping)?
Managed data extraction is a fully outsourced web data service where a provider handles the entire process — from sourcing and scraping websites to structuring, validating, and delivering clean data feeds.
Instead of building and maintaining scraping infrastructure in-house, you work with experts who manage engineering, maintenance, scaling, and delivery on your behalf.
When should I outsource web data collection instead of building in-house?
Outsourcing makes sense when:
Your team lacks dedicated scraping expertise
Sites frequently block or change structure, and you don't have a team to address in real-time
You need large-scale, ongoing data feeds
Time-to-market is critical
Maintenance costs are becoming unpredictable
Building in-house can work for small or one-off projects, but long-term or large-scale data programs often require constant maintenance and infrastructure investment. A managed provider removes that operational burden.
How does Zyte Data (managed data services) work?
Zyte follows a structured process:
Project discovery & scoping – We define your requirements, target sites, schema, and delivery schedule.
Specification & setup – Our engineers build extraction workflows and configure your custom data feeds. Samples are delivered to ensure alignment to your expectations.
Quality assurance & delivery – Data is validated against your schema and delivered on a reliable schedule, with ongoing monitoring and maintenance.
You receive clean, structured data — without managing scraping infrastructure yourself.
