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Data & Research

AI Training Data Proxies

Keep training, fine-tuning and retrieval pipelines supplied with public web and text data. FlashIP offers 90M+ ethically sourced residential IPs across 195+ countries and regions for large-scale collection.

Ethical Residential IPs
90M+
Countries & Regions
195+
Proxy types
4

Common AI Training Data Challenges

These are the problems teams run into most often.

01

Huge Volumes Get Blocked

Training sets can span millions of pages. Constant high-volume requests quickly hit rate limits and bans.

02

Multilingual Data Is Hard to Reach

Models need text from many languages and regions, and plenty of content only shows to local visitors.

03

Data Needs Regular Refreshes

Retrieval pipelines and new model versions need fresh data, so collection has to run steadily for months.

How FlashIP Helps with AI Training Data

From IP coverage to session control, here is what FlashIP brings to the job.

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Spread Requests Across a Large Pool

90M+ residential IPs rotate on every request, spreading large crawls out to cut bans and CAPTCHAs.

Reach Every Language Market

Pick IPs by country and city across 195+ countries and regions to collect local-language content.

Mix Residential and Datacenter

Use residential proxies on well-protected sites and datacenter proxies for open sources where speed and cost matter.

Fits Your Data Pipeline

HTTP, HTTPS and SOCKS5 work with Scrapy, Playwright and your own crawlers.

How to Use Proxies for AI Training Data

Four steps from setting your targets to running your first requests.

  1. 01

    Plan Your Sources

    Choose the sites, languages and volume you need, and leave out anything behind a login or license.

  2. 02

    Choose Proxies

    Use residential proxies for protected sources and datacenter proxies for open ones to keep costs down.

  3. 03

    Set Up Your Crawl

    Set countries and rotation in the dashboard, then plug the proxies into your crawler.

  4. 04

    Clean and Store

    Deduplicate, filter and label the data before it goes into training or retrieval.

Best Proxies for AI Training Data

Different tasks suit different proxies. The two marked Recommended are the usual choice here.

Recommended

Residential Proxies

Starts from$1.00/GB

Real household IPs in 195+ countries and regions, with per-request rotation or sticky sessions.

  • 90M+ ethically sourced residential IPs
  • Country, state and city targeting
  • Per-request rotation or 30–120 min sticky sessions
  • Traffic validity varies by plan, up to 12 months
View Residential Plans
Recommended

Datacenter Proxies

Starts from$4.99/IP/mo

Fast, low-cost server IPs for lightly protected sites and automated testing.

  • High-speed datacenter routes
  • Dedicated static IP for your plan
  • Billed per IP per month
  • Works with common scripts and scraping tools
View Datacenter Plans

Mobile Proxies

Starts from$2.80/GB

IPs from 4G/5G mobile carrier networks for mobile testing and ad checks.

  • Real 4G/5G carrier networks
  • Exit through carrier IPs, just like phone users
  • See mobile and in-app content
  • Traffic validity varies by plan, up to 12 months
View Mobile Plans

Static ISP Proxies

Starts from$7.99/IP/mo

Dedicated static residential IPs that stay the same for your whole plan, for accounts that need a fixed identity.

  • Dedicated static IPs, never shared
  • Registered to real ISP networks
  • Same IP for the whole plan
  • Billed per IP, 1–12 month plans
View Static ISP Plans

Connect in a Few Lines of Code

The credentials below are placeholders; use the ones from your dashboard.

  1. 1Copy the host, port and credentials from your dashboard
  2. 2Add them to your code, scraper or browser
  3. 3Test with a few requests, then scale up
import requests

# FlashIP Proxy
proxies = {
    "http": "http://customer_demo:password123@proxy.flaship.io:10000",
    "https": "http://customer_demo:password123@proxy.flaship.io:10000",
}

response = requests.get("https://ipinfo.io/json", proxies=proxies, timeout=10)
print(response.json())

AI Training Data Proxy FAQ

Still have questions?

Tell us what you're working on and we'll help you pick the right proxy and plan.

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Residential or datacenter proxies for AI data collection?

Residential proxies get through better on well-protected sites. Datacenter proxies suit open sources with high volume where cost matters. Large projects usually use both.

How is usage billed for large crawls?

Residential proxies are billed by traffic and datacenter proxies per IP per month. Run a small test to estimate traffic per page, then pick a plan.

Can I collect data in many languages?

Yes. Residential proxies cover 195+ countries and regions, and local IPs return content in the local language.

What should I watch out for when collecting training data?

Collect only public data, follow site terms, robots rules and local law, and skip personal data or copyrighted content that needs a license.

Start AI Training Data with FlashIP

Sign up to buy and configure proxies in the dashboard. For large volumes or custom needs, talk to our team.