$ Web Data for AI Pipelines

Stop building scrapers.
Start shipping pipelines.

Your AI pipeline needs fresh, structured web data. Your scrapers break every week. Bright Data is the web data layer production pipelines are built on. Any site, any scale, zero maintenance. So your team can focus on AI logic instead of fixing crawlers.

Start free, 5,000 requests/moTalk to a data expert
15B+
daily requests served
150M+
residential IPs
195
countries covered
99.99%
uptime SLA
< 4s
avg response (p95)

Trusted by 20,000+ customers and 70% of AI labs

View pricing

Deloitte
McDonald's
Moody's
NBC Universal
Nokia
Oxford
Pfizer
Shopee
Taboola
eToro
United Nations
Club Med
SOC 2 Type II
ISO 27001
GDPR
CCPA
CSA STAR
View Trust Center

Built for AI pipelines
that run on web data.

Whether you power price intelligence, contact enrichment, or alt data feeds, Bright Data is the web data layer your AI pipeline runs on.

Price intelligence

800M+ products

Monitor millions of product URLs across Amazon, Walmart, Shopify. Hourly price updates. Structured product data delivered continuously.

Prisync, Keepa, Intelligence Node, Competera, DataHawk

B2B contact data

100M+ profiles

Extract professional profiles, company data, and contact information at scale. Fresh data is your competitive advantage.

Clay, Lusha, Cognism, RocketReach, Hunter.io

News & media aggregation

50K+ sources

50K+ sources, continuously monitored. Articles, sentiment, topic clustering. Breaking news in seconds, not hours.

NewsCatcher, Contify, Meltwater, WebZ.io

Alternative financial data

Real-time filings

SEC filings, job postings, shipping data, satellite signals. Court-defensible data provenance for hedge fund clients.

Thinknum, AlphaSense, Revelio Labs, Bombora

Real estate & property

50M+ listings

Listings, prices, images, agent data across every major platform. 50M+ listings updated daily.

HouseCanary, Reonomy, CompStak

Job market & talent

20M+ jobs

Active listings, salary data, skills demand, company hiring signals. 20M+ jobs tracked across all major boards.

LinkUp, Jobspikr, TalentNeuron, Revelio Labs

Your use case is covered. See the docs.

Browse the API docs →

Your Monday morning.
Every Monday morning.

These errors are why your scraping team exists. They're also why you don't need one.

403
Forbidden
IP banned. Your entire pool is flagged.
429
Rate Limited
Too many requests. Throttled for hours.
CAPTCHA
Challenge
reCAPTCHA v3 + hCaptcha. Every request.
503
Blocked
Cloudflare, Akamai, PerimeterX.
EMPTY
Silent fail
Page loads but data is missing. For weeks.
BAN
Account ban
Residential IPs flagged. Start over.

Bright Data handles all of this. 15 years of anti-bot infrastructure, 150M+ residential IPs, automatic CAPTCHA solving, fingerprint rotation, and adaptive retry logic. You get structured data. We handle the war.

$ ROI

Free your engineers from scraping.
Let them build what matters.

The math is simple. Internal scraping teams cost 17–50x more than Bright Data, and they still break every week.

Building scrapers in-house
✕3-person scraping team: $618K–$957K/year
✕10–15% of crawlers break every week
✕Amazon, LinkedIn, Google block you constantly
✕Silent failures corrupt your data for weeks
✕Engineers debug scrapers instead of building product
Bright Data infrastructure
✓$12K–$36K/year. 17–50x cheaper.
✓99.99% uptime SLA. Contractual guarantee.
✓99.7% success rate across all sites.
✓Validated, structured output. Not raw HTML.
✓One API call. Your team builds what you sell.

Quick math: A 3-engineer scraping team costs $618K–$957K/year (salary + infra + maintenance). Bright Data: $12K–$36K/year for equivalent throughput. That's $582K–$921K back in your budget, every year.

See how much you'd save.

Try the API free →
$ Success Rates

The sites that block everyone
don't block us.

Site-specific success rates across the hardest targets on the web. These are the sites your scrapers break on every Monday.

99.7%
Amazon
6-layer anti-bot defense
99.3%
LinkedIn
Professional profile data
99.5%
Google
SERP + Maps + News
99.6%
Zillow
Real estate listings
99.4%
Indeed
Job postings at scale
99.8%
SEC.gov
Financial filings
$ API

One API call.
Structured data back.

Send a URL, get structured JSON. Define your schema, we handle the extraction. No Playwright. No Puppeteer. No scraper maintenance.

POST /request
POST https://api.brightdata.com/request
Authorization: Bearer YOUR_API_TOKEN

{
  "zone": "web_unlocker1",
  "url": "https://amazon.com/dp/B0CHX3QBCH",
  "format": "json",
  "schema": {
    "title": "string",
    "price": "number",
    "rating": "number",
    "reviews_count": "number",
    "in_stock": "boolean"
  }
}

Need structured data at enterprise scale?

Talk to an expert →
$ Infrastructure

15 years of unblocking.
150 million IPs.

The largest proxy network in the world. Purpose-built for data companies that need to collect from any site, at any scale, without interruption.

< 4s
Avg response
95th percentile
Unlimited
Concurrency
Auto-scaling
Real-time
Data freshness
Live page fetch
99.7%
Success rate
Across all sites
150M+
IP pool
195 countries
99.99%
Uptime SLA
Contractual guarantee
$ Compliance

Data you can defend
in court.

Your clients audit your data provenance. Your legal team asks where the data came from. Bright Data is the only web data infrastructure with a court-tested legal framework.

SOC 2 Type II
Annual audit. Enterprise-grade security controls.
ISO 27001
Information security management certified.
GDPR compliant
Full DPA available. EU data handling.
Court-tested
Legal framework validated in US & EU courts.
CCPA compliant
California Consumer Privacy Act compliance.
CSA STAR
Cloud Security Alliance certification.
View Trust Center

Enterprise compliance built in. No legal review needed.

Talk to an expert →
$ Pricing

Start free. Scale to billions.

No minimum commitment. Free tier to test. Pay only for what you use.

Free
$0/forever

Test everything. No credit card.

5,000 requests/month
All site access
Structured JSON output
Community support
Start free
Pay-as-you-go
$0.001/per request

Scale as you grow. No commitment.

Unlimited requests
Volume discounts
Priority routing
Email support
Get started
Enterprise
Custom/annual

For data businesses at scale.

99.99% uptime SLA
Dedicated account manager
Custom data pipelines
SOC 2 reports & DPA
Talk to sales

“To collect the public web data that feeds our algorithms, we use Bright Data's Data Feeds to automatically pull structured data from the different shipping carrier websites.”

Mattan Benyamini
Data Analyst Team Lead, Windward
$ FAQ

Common questions

Most data companies spend $618K–$957K/year on a 3-person scraping team that still has 10–15% of crawlers breaking weekly. Bright Data costs $12K–$36K/year for equivalent throughput with 99.99% uptime SLA. Your engineers stop debugging scrapers and start building product features that grow revenue.
We serve 15B+ requests daily across 20,000+ customers. Whether you need 1,000 or 100 million pages per day, our infrastructure auto-scales. No concurrency limits, no throttling, no capacity planning on your side.
Bright Data is SOC 2 Type II certified, ISO 27001 compliant, GDPR/CCPA compliant, and has a court-tested legal framework validated in both US and EU courts. We provide full compliance documentation including DPA and data provenance records for your client audits.
We have dedicated teams monitoring and adapting to anti-bot changes 24/7. When Amazon, LinkedIn, or Google update their defenses, we update our infrastructure, typically within hours. You never need to update your code or debug scraper failures.
Yes. Define a JSON schema for your target data (title, price, rating, etc.) and we return clean, validated structured data. For popular verticals like e-commerce and jobs, we have pre-built extraction schemas with 800M+ products and 20M+ job listings.
Our infrastructure retries automatically with IP rotation, fingerprint changes, and adaptive strategies. The 99.7% success rate is measured across all sites including heavily protected ones like Amazon and LinkedIn. Failed requests are not charged. Enterprise plans include contractual 99.99% uptime SLA.
Pay-as-you-go from $0.001 per request with volume discounts. No minimum commitment. Enterprise plans include custom pricing, dedicated support, and priority routing. Free tier: 5,000 requests/month to test everything, no credit card required.

Your pipeline needs web data.<br/>We make sure it always arrives.

Any site. Any scale. Zero maintenance. The web data layer production AI pipelines are built on.

Start free, 5,000 requests/mo →Talk to a data expert

No credit card required for free tier