Google Trends Scraper (No Login)

Get Google Trends data for any keyword as clean rows: interest over time, interest by region, and related rising and top queries. No login, no API key, no browser. Give it keywords, pick a country and time range, and it returns the same data the Trends UI shows.

What you get

Each keyword produces up to three row types (choose which in dataTypes):

• interest_over_time (1 row per keyword): full timeline of dated 0 to 100 values, plus averageValue, peakValue, latestValue
• interest_by_region (1 row per region): geoCode, geoName, value, highest interest first
• related_query (1 row per query): query, rank (top or rising), value, formattedValue (rising shows growth like +250% or Breakout), link

Every row carries keyword, geo, timeRange, category, property, and scrapedAt.

Input

• keywords (one or more terms; each explored on its own 0 to 100 scale)
• geo (two letter country code, empty = worldwide)
• timeRange (now 1-H to all, default past 12 months)
• category (Google Trends category ID, 0 = all)
• property (Web, Image, News, YouTube, or Shopping search)
• dataTypes, maxRegionsPerKeyword, maxRelatedPerKeyword, maxRows

Example input

{
  "keywords": ["web scraping", "chatgpt"],
  "geo": "US",
  "timeRange": "today 12-m"
}

Find rising searches around a niche worldwide:

{
  "keywords": ["standing desk"],
  "geo": "",
  "timeRange": "today 3-m",
  "dataTypes": ["relatedQueries"]
}

Uses

• Keyword research and SEO content planning
• Spotting rising product or niche demand before it peaks
• Validating market interest by country or region
• Tracking brand or competitor search interest over time
• Feeding trend signals into dashboards and alerts

Pricing

Pay per row. The first 10 rows of every run are free so you can validate output before you scale up. An interest-over-time series is a single row (the whole timeline is embedded), so a typical keyword costs a few cents.

Notes

• Values are Google's relative 0 to 100 index, scaled per keyword and time range, not absolute search volumes.
• Google Trends rate limits by IP. The Actor paces requests and retries with backoff; if you run many keywords back to back and see 429 warnings, supply a residential proxy in proxyConfiguration.
• Low volume keywords can return an empty timeline or no related lists; that is Google having no data, and no rows means no charge.
• Related topics (as opposed to related queries) are not offered because Google does not serve them to keyless sessions.
• This Actor reads only public data and never logs in.