Expert guides on residential proxies, web scraping, SERP tracking, and data collection. Tips, benchmarks, and best practices from the ProxyHat engineering team.
A code-first guide to extracting Google Autocomplete suggestions, People Also Ask questions, and Related Searches at scale using Python, Playwright, and residential proxies for clean localized keyword research.
Generative search has made citation share the new ranking KPI. Here's how to track your brand in Google AI Overviews with a proxy-powered, headless-browser pipeline—plus build-vs-buy economics and governance guardrails.
A technical deep-dive into Patchright, the undetected Playwright fork: which detection signals it closes, where it falls short, and how residential proxies complete the picture against Cloudflare Turnstile and DataDome.
Master proxy rotation in Crawlee for Python with ProxyConfiguration, SessionPool integration, and residential proxies. Includes runnable code, production patterns, and scaling guidance.
Learn how to scrape TripAdvisor hotel and restaurant reviews using residential proxies, curl_cffi for TLS impersonation, and the internal GraphQL endpoint. Covers anti-bot defenses, rate limits, and ethical scraping practices.
Temu has no public API. This guide covers the HTML-vs-JSON trade-off, Cloudflare Turnstile bypass with residential proxies, and a full Python implementation using curl_cffi and ProxyHat to extract product and price data reliably.
A practical guide for HR-analytics and labor-market data engineers: what Glassdoor data is public vs login-walled, how DataDome and Cloudflare bot defenses work, and how to collect truncated review nodes through the BFF GraphQL endpoint with rotating residential proxies.
A technical deep-dive into Akamai Bot Manager v2 for 2026: the _abck cookie lifecycle, sensor_data assembly, JA4 and post-quantum TLS fingerprints, and why residential proxies are non-negotiable for legitimate automation.
A practical guide to scraping Best Buy prices and store-level stock with residential proxies: Akamai Bot Manager workarounds, SKU URLs, fulfillment JSON endpoints, and a Python curl_cffi example using ProxyHat.
A practical breakdown of mobile 4G/LTE/5G proxies: how carrier IPs work under CGNAT, why they earn the highest trust scores, when they beat residential, and when they're overkill. Includes ProxyHat setup and honest economics.
A developer-first guide to scraping Yelp business profiles and reviews at scale using rotating residential proxies — covering PerimeterX defenses, the Fusion API limits, and runnable Python/Node.js examples.
Understand when to use sticky vs rotating proxy sessions, how to encode session control in the proxy username, and how to tune TTL, concurrency, and recycling for reliable data collection.
