Learn how to build your own Google Jobs scraper that simultaneously scrapes Google Jobs for multiple search queries and geo-locations with Python and Oxylabs’ Google Jobs Scraper API. https://oxylabs.io/blog/how-to-scrape-google-jobs

Web Data Scraper - no-code internet scraping. Extract and export to CSV, Excel, JSON, Google Sheets, and Webhook.

Search google, bing, yahoo, and other search engines with python

SERP Scraping API code examples for Python, PHP and Node.js

open source, google maps serp checking tool

Get real-time DuckDuckGo search results as structured JSON — organic results, knowledge panels, sponsored links, and related queries in one call. No headless browsers, no HTML parsing. 5,000 free requests/month.

Google Search Results Scraper written in Python. You can also use proxies in it to avoid ban.

HasData APIs in your terminal. Google SERP, Amazon, Zillow, Indeed, Maps, and more. Clean structured output ready for LLMs, RAG pipelines, and automation. Built for devs and AI pipelines. One command, clean JSON out.

SERP Similarity Tool for SEOs using Streamlit

Google SERP scraper

Yandex Search scraper offering a free Python tool for small-scale use and a powerful API for high-volume, real-time SERP data extraction.

An enterprise-grade Bright Data SERP API for large-scale, real-time search engine results extraction.

Transforming Ideas into Intelligent Automation

An ASP.NET Web Forms app for automated web scraping and email extraction from Google. Built in Jan 2012 as a proof-of-concept, it explores lead generation by scraping SERPs and organizing contact data. Note: This historical project uses deprecated techniques; modern solutions should use official APIs and follow current legal and ethical guidelines

Anti-bot detection w/ Selenium on Brave, DuckDuckGo, Bing, Baidu, used for research + integration w/ MCP

Fetch web scraping and SERP data directly from your terminal. Use this CLI tool for shell scripts, LLM agents, and RAG pipelines without extra dependencies.

Yandex Searchスクレイパーは、小規模利用向けの無料Pythonツールと、大量かつリアルタイムのSERPデータ抽出に対応する強力なAPIを提供します。

Eine Bright Data SERP API auf Enterprise-Niveau für die großflächige Echtzeit-Extraktion von Suchmaschinen-Ergebnissen.

Python For SEO Scripts