Tired of pytrends breaking, rate limiting, and returning empty responses? In this tutorial I'll show you how to scrape Google Trends data properly using ScrapeBadger's Google Trends API — structured JSON, no blocks, no headaches.
We cover all three endpoints from start to finish, including a real example where interest in "running shoes" jumps from 20 to 100 in just three weeks — and exactly why that happens.
What we cover:
Setting up your free ScrapeBadger account (no credit card required)
Creating an API key
Search endpoint — pulling interest over time for any keyword
Reading the weekly timeline and spotting seasonal patterns
Trending Now endpoint — what the US is searching right now
Topic Autocomplete — finding exact Knowledge Graph entity IDs for cleaner data
The two-step workflow: Autocomplete → Search for precise results
Where to find the Python & JavaScript SDKs
🚀 Get started free → https://scrapebadger.com/google-trend...
1,000 free credits. No credit card required.
Docs: https://docs.scrapebadger.com/
Discord: / discord
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