Courses / Build a Local SEO Audit Dashboard with Google Sheets & Python
Lesson 4 of 9

Hands‑On Project 1: Build the Search Scraper

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Video by Corey Schafer on YouTube · 21 min. We did not make this video and we do not host it — watching it here still counts as a view for the creator.

Write a script search_scraper.py that accepts a keyword, calls the API, and saves the top 10 results to a CSV file. Beginners often forget to handle pagination, but for this project we limit to one page. Include error handling for quota limits and network failures. The CSV will later be imported into pandas for cleaning, so ensure column headers are consistent (title, url, snippet). This mirrors how agencies store raw audit data before analysis.

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