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Google Trends API enters alpha, but limits push developers toward alternatives

Scrapfly's blog post examines the newly released official Google Trends API, its coverage and limitations, and compares it with existing alternatives like pytrends and managed scrapers.

Markdown twin JSON

Extraction & Parsing Primary source analysis / significance 3

Briefing

Why it matters

An official Google Trends API has been a long-standing request, but its alpha status and likely restrictions mean most developers will still rely on unofficial libraries or scraping. This analysis helps practitioners decide when to adopt the official API versus sticking with proven workarounds, especially for high-frequency or automated use cases.

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Watch next

Will Google expand the Trends API to cover real-time data and remove rate limits before general availability?

Topics: Google, Scrapfly, pytrends, google-trends, api, web-scraping, data-extraction, alternatives