Google Trends Scraper — interest over time, by region, related queries and topics

Export Google Trends data for any keyword, country and time range, as structured rows you can use in a spreadsheet, dashboard, notebook or AI agent:

• Interest over time: the full 0–100 series with dates and partial-period flags, plus the average, the peak value and the peak date
• Interest by region: states, regions, cities or metros, or countries when the search is worldwide
• Related queries and related topics, both top and rising (breakout percentages included)
• Compare mode: put up to 5 terms on one shared scale, exactly like typing them into one Google Trends chart
• Any country or region, any time range including a custom date range, any category, and web, news, image, Google Shopping or YouTube search

It's pure HTTP with no browser. Rate-limited requests (HTTP 429) back off and are retried automatically on a fresh session. If a term still can't be fetched, it's reported in RUN_SUMMARY and not charged.

Output: one row per keyword

Field	Description
keyword, geo, timeRange, category, property, comparedWith	What was measured
interestOverTime	[{date, label, value, isPartial}]
averageInterest, peakInterest, peakDate	Summary of the series
interestByRegion	[{geoCode, name, value}]
relatedQueriesTop, relatedQueriesRising	[{query, value, formattedValue, link}]
relatedTopicsTop, relatedTopicsRising	[{topic, topicType, topicId, value, formattedValue, link}]
trendsUrl, scrapedAt	Link to the same chart on Google Trends

Google Trends values are relative (0–100 within the chosen term, place and period). They are not search volumes. Turn on compare mode when you need several terms on the same scale.

How to use it

{
  "searchTerms": ["electric bikes", "e-scooter", "cargo bike"],
  "compareTerms": true,
  "geo": "GB",
  "timeRange": "past_5_years",
  "includeInterestByRegion": true,
  "includeRelated": true
}

• Leave geo empty for worldwide results, or use a region code such as US-CA.
• customTimeRange accepts YYYY-MM-DD YYYY-MM-DD.
• searchProperty: web, news, images, shopping or youtube.

Use cases

SEO and content planning, product and market research, seasonality forecasting, brand and competitor tracking, newsroom trend spotting, ecommerce demand planning, and grounding AI agents in real search interest.

Pricing

Pay per result: one charge per keyword row. Check the Pricing tab for the current rate, and set a maximum charge per run when you start.

Reliability

Google Trends rate-limits automated traffic heavily. This Actor keeps each term's requests on one session, because Google ties chart tokens to the session that opened the chart. It backs off on 429 and restarts the term on a new residential session when needed. RUN_SUMMARY records every term's status, request counts and how many rate-limited responses were retried.

A note on "rising" queries

For some broad terms, Google Trends now shows unrelated generic queries as "rising", such as "how to bake a cake". These are genuinely in Google's data, likely generated by automated or AI-agent search traffic. This Actor returns them exactly as Google publishes them, so filter them out if you don't need them.

Related Neuton Actors

• Indeed Jobs Scraper and Multi Job Board Search for labour-market demand
• Neuton Actors MCP Server to use this from ChatGPT, Claude or Cursor

Responsible use

Google Trends data is public and aggregated. Use it in line with Google's terms and applicable law. Neuton is not affiliated with Google.