Trends data comes through ScrapingBee’s general HTML API : you send the Trends URL, render the page, and read either the page or what the page’s own requests return. That last part separates Trends from an ordinary scrape. The JSON endpoints behind Trends refuse requests that don’t already carry a Trends session, the cookies Google sets while a Trends page loads.
How to scrape Google Trends with Python using ScrapingBee
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September 15, 2026
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