Thordata is the next‑generation web data and proxy infrastructure built for the AI era, providing a stable, scalable AI‑native web data layer for developers and agents.
Unlike traditional scraping vendors that only focus on raw HTML, Thordata is designed from the ground up for LLMs, RAG systems, and agents, delivering clean, structured web data directly into your AI workflows.

• 100M+ ethically sourced proxy IPs (Residential / Mobile / ISP / Datacenter) across 190+ countries
• 99.9% uptime and high success rates for mission‑critical workloads
• 120+ scraper APIs and managed datasets to power AI, analytics, and automation use cases
• MCP / LangChain / SDK integrations to plug Thordata directly into your agents and data pipelines

Trusted by 4,000+ enterprises, Thordata provides compliant data solutions built on GDPR, CCPA, and KYC standards, with SOC 2 & ISO 27001 certifications in progress.

• 1. Global Proxy Network: Unified ingress layer for Residential / Mobile / ISP / Datacenter traffic
• 2. Web Unlocker Engine: Automatically bypasses complex anti‑bot systems and returns stable HTML / JSON
• 3. Scraping Browser: Cloud‑hosted browser fleet (CDP / Selenium / Puppeteer / Playwright)
• 4. AI & LLM Integrations: Native support for MCP, LangChain, RAG pipelines, and multi‑language SDKs

All capabilities are exposed through a single, consistent interface—fast enough for MVPs, robust enough for serious production workloads.

Enterprise‑grade proxy infrastructure for large‑scale, compliant web data collection:

Key benefits:

• 99.9% uptime and high success rates
• Fine‑grained geo‑targeting down to country / region / city / ASN
• Unified console and APIs for configuration, rotation, and monitoring

For a full overview, see the Proxy Solutions section on the Thordata website.

Give your agents and LLMs real‑time browsing, search, and monitoring superpowers:

Production‑grade, type‑safe clients for every major stack. All four language SDKs are live and ready for production use:

From raw HTML to structured JSON, Thordata hides the complexity so you can focus on products and models:

• SERP API: Structured Google / Bing / Yandex results across Search, Shopping, Maps, and News.
• Web Scraper API: A "Swiss Army Knife" endpoint for any URL, with rendering, waiting, and custom extraction.
• Scraping Browser: Cloud‑hosted headless browsers compatible with CDP / Selenium / Puppeteer.

You describe the data you want; the infrastructure handles the rest.

Beyond core APIs, Thordata offers specialized scrapers and AI‑ready datasets:

• Web Scraper API: 120+ prebuilt and custom scrapers for top websites—no infrastructure or maintenance required.
• SERP API: Accurate, real‑time search results from Google, Bing, and more, with pay‑for‑success pricing.
• Web Unlocker: Enterprise‑grade anti‑bot and CAPTCHA bypass layer for frictionless scraping at scale.
• Scraping Browser: Stealth browser environment to execute scripts with full JS rendering and automation.
• Datasets & Video Data: Ready‑to‑use datasets from 100+ domains, plus large‑scale video data and metadata for multimodal AI training.

Companion repositories (selected):

• thordata-web-qa-agent: Web‑native QA agent built on Thordata (Perplexity‑style experience on your own stack).
• google-play-reviews-rag: Turns app‑store reviews into a production‑grade RAG knowledge base.
• apify-amazon-search-product-scraper: Multi‑marketplace Amazon search & product scraper with filters and enrichment.
• thordata-proxy-examples: End‑to‑end examples of proxy configuration, rotation, and Web Unlocker usage.

Thordata powers end‑to‑end data workflows across industries:

• Data for AI: Feed clean, structured web and video data into LLM training, fine‑tuning, and RAG systems.
• E‑Commerce Intelligence: Price monitoring, catalog enrichment, and competitive benchmarking across global marketplaces.
• SERP Monitoring & SEO: Keyword tracking, local SEO insights, and competitor analysis from Google, Bing, and other search engines.
• Brand Protection: Detect impersonation, counterfeits, and policy violations using high‑quality web data at scale.
• Ad Verification: Monitor ad placement, compliance, and creative rendering across geos and devices.
• Security & Risk: Support cybersecurity and fraud‑prevention workflows with privacy‑preserving, geo‑distributed data access.

These use cases are detailed further in the Use Cases sections of the Thordata website and documentation.

Install the official SDK:

pip install thordata

Example: search Google for "AI Agents using Web Data" and fetch the HTML of any page

import os
from thordata import ThorClient

# Initialize with your tokens
client = ThorClient(
    scraper_token=os.getenv("THORDATA_SCRAPER_TOKEN"),
    public_token=os.getenv("THORDATA_PUBLIC_TOKEN"),
    public_key=os.getenv("THORDATA_PUBLIC_KEY"),
)

# 1. SERP Search (Google)
results = client.serp.search(
    engine="google",
    q="AI Agents using Web Data",
    location="United States",
    num=5,
)

for item in results.get("organic_results", []):
    print(f"Title: {item['title']}")
    print(f"Link: {item['link']}")

# 2. Universal Scrape (Any URL)
html_content = client.universal.request(
    url="https://www.example.com",
    js_render=True,
    country="us",
)

The foundation for anonymous access and large‑scale web collection:

We build Thordata in close collaboration with the developer community:

• 🐛 Bug reports: Open an Issue in the corresponding repository.
• 💡 Feature requests / Roadmap: Check GitHub Projects or start a Discussion.
• 📧 Enterprise & partnership inquiries: Contact partner@thordata.com.