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How to Scrape Data from Google Maps Using Python
Data & Growth Intelligence

How to Scrape Data from Google Maps Using Python

A complete technical guide to scraping Google Maps business data with Python — no Selenium, no API key, full code included.

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What Is a Residential Proxy? How It Works, Types, and Uses
Proxy Academy

What Is a Residential Proxy? How It Works, Types, and Uses

A practical guide to residential proxy routing, proxy types, rotating and sticky sessions, provider evaluation, and workflow fit.

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What Are Sneaker Proxies? The Technical Guide to High-Speed Drops
Proxy Academy

What Are Sneaker Proxies? The Technical Guide to High-Speed Drops

Wondering what sneaker proxies are? Dive into the technical arms race behind limited edition retail drops. Learn how these highly specialized proxies bypass extreme anti-bot systems, the difference between ISP and residential IPs, and why millisecond latency matters.

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B2B Lead Generation: Scraping Local Business Directories Safely
Data & Growth Intelligence

B2B Lead Generation: Scraping Local Business Directories Safely

Relying on outdated, purchased email lists is a massive drain on your sales ROI. The most accurate and actionable B2B data lives directly in local business directories, but extracting it at scale often leads to immediate IP bans and frustrating CAPTCHAs. In this comprehensive guide, we break down how to build a truly data-driven B2B lead generation strategy. Discover the exact technical blueprint to safely scrape local directories using Python, precise geo-targeting, and rotating residential proxies—ensuring your outreach engine never runs dry and your infrastructure never gets blocked.

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How to Scrape Google Search Results in Python (Without Getting Blocked)
Use Case Playbooks

How to Scrape Google Search Results in Python (Without Getting Blocked)

Why your Google scraper returns 200 OK but corrupts your dataset — the 2026 Python stack with httpx, residential proxies, and response validation.

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How Does Ad Verification Work? Checks, Evidence, and Limits
Data & Growth Intelligence

How Does Ad Verification Work? Checks, Evidence, and Limits

Learn how ad verification checks placements, creative, and delivery context, what evidence to capture, and what a proxy observation cannot prove.

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