Google Trends Scraper — interest over time, related & rising queries, interest by region, no API key

Get the full Google Trends picture for any keyword in clean, structured JSON: interest over time, top related and fastest-rising queries, and interest broken down by region. This Actor replays a warmed session over a residential proxy so Google Trends returns real data instead of rate-limit errors. No account, no API key. Built for SEO, market research, and trend-spotting teams.

Features

• 📈 Interest over time — a full interestOverTime timeline of date, timestamp, and normalized value (0–100) points for your timeframe.
• 🔗 Related & rising queries — with includeRelatedQueries, get relatedQueries (top) and risingQueries (breakout) lists with their scores.
• 🗺️ Interest by region — with includeInterestByRegion, get an interestByRegion breakdown of location and value.
• ⏱️ Flexible timeframes — timeframe from past_hour all the way to since_2004.
• 🌍 Geo targeting — set geo to a country code (e.g. US, GB, DE) or WORLDWIDE.
• 📊 Computed summary — each row adds averageInterest and peakInterest derived from the timeline.
• 🛡️ Warmed residential session — beats Trends' cold-IP 429s so runs return data reliably.

What you get

Each row is one keyword's full trends report:

{
  "keyword": "bitcoin",
  "geo": "US",
  "timeframe": "past_12_months",
  "interestOverTime": [
    { "date": "Jul 2025", "timestamp": "1751328000", "value": 62 }
  ],
  "relatedQueries": [ { "query": "bitcoin price", "value": 100 } ],
  "risingQueries": [ { "query": "bitcoin etf", "value": 4900, "formattedValue": "Breakout" } ],
  "interestByRegion": [ { "location": "California", "value": 78 } ],
  "averageInterest": 55,
  "peakInterest": 100
}

Input

{
  "keywords": ["bitcoin", "electric cars"],
  "geo": "US",
  "timeframe": "past_12_months",
  "includeRelatedQueries": true,
  "includeInterestByRegion": true
}

Field	Description
keywords	Search terms to get trends for; each is scraped separately (required).
geo	Two-letter country code (e.g. US, GB, DE) or WORLDWIDE. Default US.
timeframe	Time range: past_hour…since_2004. Default past_12_months.
includeRelatedQueries	Also fetch top related and fastest-rising queries. Default true.
includeInterestByRegion	Also fetch interest by region / sub-region. Default true.
proxyConfiguration	Proxy settings; residential is required (Trends rate-limits datacenter IPs).

Use cases

• Spot rising and breakout topics before they peak.
• Compare seasonal demand across keywords and timeframes.
• Find related search terms to expand keyword and content strategy.
• Map regional interest for geo-targeted campaigns.

Pricing

Pay-per-event: you're billed a small amount per run and per item scraped — you only pay for what you get. See the Pricing tab for current rates.

Notes

This Actor uses Google Trends' public endpoints and returns only publicly available, normalized trend data. It is an independent tool and is not affiliated with, endorsed by, or sponsored by Google; Google Trends is a trademark of its respective owner.