Google Trends Scraper - Interest, Related & Trending avatar

Google Trends Scraper - Interest, Related & Trending

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from $0.70 / 1,000 results

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Google Trends Scraper - Interest, Related & Trending

Google Trends Scraper - Interest, Related & Trending

Reliable Google Trends data: interest over time, related queries & topics, interest by region, and real-time trending searches. Clean JSON output, proxy rotation built in. No login required.

Pricing

from $0.70 / 1,000 results

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Developer

Yusuf

Yusuf

Maintained by Community

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0

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2

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1

Monthly active users

2 days ago

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Google Trends Scraper — Interest Over Time, Related Queries, Regions & Trending Now

Extract Google Trends data as clean JSON — no login, no browser, no flaky automation. Built on Google's own internal data endpoints with automatic cookie handling, token flow, and proxy rotation, so runs succeed where naive scrapers get blocked.

What it does

Scrape typeOutput
Interest over timeSearch-interest score (0–100) per date for up to 5 keywords compared, any timeframe from 1 hour to 2004-present
Related queries & topicsTop and rising related searches for a keyword — goldmine for SEO and content research. (Related topics are returned only when Google provides them; Google currently returns them sparsely.)
Interest by regionScore per country, state, city, or US metro
Trending nowReal-time trending searches per country with traffic estimates and linked news articles

Why this scraper

  • Reliability-first design — session warmup + token flow + automatic retry with proxy rotation on every 429/403
  • No browser — pure HTTP, fast and cheap to run
  • Structured output — flat JSON records ready for Sheets, BI tools, or LLM/RAG pipelines
  • Compare mode — up to 5 keywords per comparison, longer lists chunked automatically
  • Bring your own proxies — optional custom proxy URLs, or use Apify residential proxy

Use cases

  • SEO & content: keyword seasonality, rising queries, topic research
  • E-commerce: product demand validation before you stock or launch
  • Market research: brand interest by geography, competitor comparison
  • AI agents & RAG: feed live search-demand signals into LLM workflows
  • Newsrooms & creators: catch trending topics the moment they spike

Input example

{
"scrapeType": "interest_over_time",
"keywords": ["chatgpt", "claude ai"],
"geo": "US",
"timeframe": "today 12-m"
}

Output example

{
"type": "interest_over_time",
"keywords": ["chatgpt", "claude ai"],
"geo": "US",
"date": "Jul 18, 2026",
"timestamp": 1784332800,
"values": { "chatgpt": 51, "claude ai": 4 },
"is_partial": true
}

Timeframe reference

now 1-H, now 4-H, now 1-d, now 7-d, today 1-m, today 3-m, today 12-m, today 5-y, all, or custom ranges like 2024-01-01 2024-12-31.

FAQ

Is this legal? The actor only accesses publicly available, aggregated, anonymous data — no personal data, no login, no paywall.

Why do some runs need residential proxies? Google rate-limits datacenter IPs on high volume. Light usage works out of the box; for large batches enable Apify residential proxy or plug in your own.

Found an issue? Open an issue on the actor page — maintenance and fast fixes are the whole point of this actor.