Geo-Targeted SERP Scraping Best Practices for Local SEO Data
Learn how to build city-precise SERP datasets using uule, gl, hl, and residential proxies. Includes Python code for uule construction, result parsing, sticky sessions, and retry logic.
SERP & SEO Tracking
Marketplace Keyword Rank Tracking with Proxies: A Developer's Guide (Amazon Example)
Learn how to build an Amazon keyword rank tracker with Python, residential proxies, and geo-targeting. Parse search results, separate organic from Sponsored, and track ASIN positions over time.
Scrape Google People Also Ask and Autocomplete for Keyword Research (Python Guide)
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.
How to Track Your Brand in Google AI Overviews: A Strategic Guide for SEO & Data Teams
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.
Build a Google Rank Tracker in Python with Residential Proxies
A complete, code-first guide to building a production Google rank tracker in Python using curl_cffi for TLS impersonation and ProxyHat residential proxies with city-level geo-targeting, sticky sessions, and SQLite storage.
How Many IPs Do You Need for SERP Monitoring?
Determining the right proxy IP pool size for SERP monitoring is critical to avoid HTTP 429 blocks. Learn how to calculate IP needs based on keyword volume and refresh frequency.
Google vs Bing SERP Scraping: Key Differences
Compare the technical differences between scraping Google and Bing search results. Covers anti-bot detection levels, HTML structures, proxy requirements, and code examples for both engines.
Scraping Google Maps Data: Business Listings and Reviews
Learn how to scrape Google Maps for business data including names, addresses, ratings, and reviews. Covers API vs scraping comparison, proxy strategies, and code examples in Python and Node.js.
Local SERP Tracking with Geo-Targeted Proxies
Learn how to track local search rankings accurately using geo-targeted residential proxies. Covers city-level targeting, UULE parameters, local pack monitoring, and multi-location tracking.
How to Avoid Google Blocks While Scraping SERPs
Learn how Google detects SERP scrapers and how to avoid blocks using residential proxies, realistic headers, randomized timing, and retry strategies with code examples.
Proxies for Rank Tracking Tools: Setup and Best Practices
Learn how rank tracking tools use proxies to monitor search engine positions accurately. Compare proxy types, integration patterns, and scaling strategies for reliable SEO rank monitoring.
What Is SERP Tracking? A Complete Guide for SEO
SERP tracking monitors search engine results pages to measure rankings, visibility, and competitor movements over time. Learn how to implement it at scale with proxies.