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1. How To Automate SEO Keyword Clustering By Search Intent With Python

   This practical guide uses SERP comparisons and Python to group keywords by intent, faster and more intuitively.

   2025-05-19 Tags: keyword clustering, search intent, python, serp, automation, machine learning by klotz
2. SerpApi: Web Scraping API | Google Search & More

   SerpApi provides a web scraping API to access Google Search and other search engine results. Get structured data for SEO, market research, and more.

   2024-08-02 Tags: web, scraping, api, serp, google, search, saas by klotz
3. Search Engine Land: Google Generative SERP

   2023-10-19 Tags: google, search, serp, llm by klotz
4. Google search adds dataset schema support to search results - Search Engine Land

   2018-08-01 Tags: google, serp, schema.org, dataset by klotz

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