SERP Scraper API for Google, Bing, and AI Search Results

Residential and datacenter proxies both act as intermediaries that hide your real IP address, allowing you to access restricted websites and geo-blocked content. However, they differ in IP origin, stability, speed, and how websites perceive them. This residential vs. datacenter proxies guide breaks down their key differences.

A widely available internet leaves the door open for people to find information about everything. For example, everyone can check a business's online presence before trusting it. So, everything that could be found online about your brand helps your potential audience evaluate if you’re legit.

Statistics only prove that – 9 out of 10 online shoppers admit that reviews influence their buying decisions. It stands to reason – checking unbiased opinions helps avoid low-value products and potential scams. And who wants that? So, for businesses analyzing their customers’ reviews becomes a not-to-miss-out factor.

However, reviews are just one part of the game. Brand reputation management consists of various elements that form the customers' perception of the company. If it’s still a gray area for you, this blog post could be your starting point. 

Google search results are one of the essential ways to track rankings, ads, SERP features, and shifts in search intent at scale. The hard part is collecting that data reliably, because modern SERPs vary by query, location, device, and result type. In this guide, you'll learn 3 practical ways to scrape Google search results: lightweight extraction, a custom-built scraper, and a managed SERP API.

Nowadays, web scraping is essential for any business interested in gaining a competitive edge. It allows quick and efficient data extraction from a variety of sources and acts as an integral step toward advanced business and marketing strategies.

If done responsibly, web scraping rarely leads to any issues. But if you don’t follow data scraping best practices, you become more likely to get blocked. Thus, we’re here to share with you practical ways to avoid blocks while scraping Google.

Google AI Mode was launched as a Search Labs experiment in March 2025. It's powered by Gemini 2.5, which synthesizes answers from multiple sources and allows you to ask follow-up questions. Google AI Mode isn't the same as Google search results; it's an entirely full-page conversational interface using different URL parameters, rendering pipelines, and scraping logic. This guide provides a walkthrough of two different approaches: a working Playwright script you can execute right away, and the Decodo Web Data API for production.

Bing scraping is the automated extraction of rankings, ads, snippets, and search features from Bing's SERPs. Since Microsoft retired all official Bing Search APIs in 2025, scraping and third-party SERP APIs are the main ways to access this data programmatically. This guide covers Python-based approaches using Requests, Beautiful Soup, Playwright, and Decodo's Web Data API.

On a recent run, wired.com ranked no. 1 on US desktop and no. 2 on UK desktop computers for "best laptop 2026". Same query, same hour, different country. That gap is what a single-number rank tracker misses, especially now that modern SERPs add AI Overview citations, featured snippets, and "People also ask" blocks that most older tracking tools ignore. This post walks through building a tracker that captures all of it, starting with a manual baseline for ground truth, then moving to a Python implementation against a SERP API, and finally setting up a scaling path for more keywords and locations.