Google Trends Scraper – Interest, Regions & Related Queries avatar

Google Trends Scraper – Interest, Regions & Related Queries

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Pay per usage

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Google Trends Scraper – Interest, Regions & Related Queries

Google Trends Scraper – Interest, Regions & Related Queries

Google Trends interest over time, interest by region and related queries for up to 5 terms. Auto-retry, session renewal and free status rows. Optional proxy.

Pricing

Pay per usage

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Developer

Douglas Gouvea Manoel

Douglas Gouvea Manoel

Maintained by Community

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0

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2

Total users

1

Monthly active users

24 minutes ago

Last modified

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Google Trends Scraper

Watch the demo: https://youtu.be/X42_8AN6yk4

Part of Errand Code: https://errandcode.com/google-trends-scraper

Google Trends data as clean dataset rows: interest over time, interest by region and related queries, for up to 5 compared terms (or up to 50 terms one by one). No login, no browser, no captcha service.

Built to retry. Google answers HTTP 429 to anything that does not behave like a browser. This Actor opens a session the way a browser does, retries 429/401/403/5xx and network errors with exponential backoff, renews the session (new cookie and, with a proxy, a new IP) between attempts, and paces its requests. If something still cannot be fetched, you get a free status row saying what and why, and the rest of the run continues. In our tests on 9 Nov 2026, 30 of 30 searches returned results (US, Brazil, UK and worldwide; from the past 7 days to 5 years). That is a test result, not a guarantee.

Input

FieldDefaultNotes
searchTerms["chatgpt","gemini"]Up to 5 with together, up to 50 with separate.
compareModetogethertogether = one Google Trends comparison (values share one 0–100 scale). separate = each term on its own scale.
geo"" (worldwide)US, BR, GB, subregion BR-SP, US-CA.
timeRangetoday 12-mnow 1-H, now 7-d, today 1-m, today 3-m, today 12-m, today 5-y, all, or YYYY-MM-DD YYYY-MM-DD.
category0Google Trends category id.
propertywebweb, images, news, youtube, froogle (shopping).
outputsall threeAny of interestOverTime, interestByRegion, relatedQueries.
hlen-USLanguage of region names.
proxyConfigurationnoneOptional Apify Proxy. Recommended on the platform; not needed from a home connection.

Output

One row per result, always with type, plus geo, timeRange, category, property, scrapedAt (UTC) and source (the equivalent Google Trends URL). Missing fields are null.

  • interestOverTime: term, date, value (0–100), hasData, isPartial (the current, incomplete period).
  • interestByRegion: term, regionCode, regionName, value, hasData, compared. When compared is true (several terms), values are each term's share of the comparison in that region (they add up to 100); with a single term, value is 0–100.
  • relatedQueries: term, rankType (top or rising), query, value, formattedValue ("+250%", "Breakout"), isBreakout.
  • status: free row when something is missing: status (no_data or source_unavailable), reason, terms.

Not included

Related topics are not offered in v1: Google returned no data for them in every live check (09/11/2026). Related queries work normally.

Pricing

Early access: no Actor fee yet. You pay only standard Apify platform usage (in our tests on 9 Nov 2026, 4,704 rows across 6 runs cost US$ 0.023 in platform usage). Pay-per-result pricing may be introduced later; Apify notifies users 14 days in advance. Status rows are free.

Run locally

python3.13 -m venv .venv && .venv/bin/pip install -r requirements.txt -r requirements-dev.txt
apify run --input-file input.json # or: echo '{"searchTerms":["chatgpt"]}' | apify run --purge
.venv/bin/python -m pytest -q # tests
.venv/bin/ruff check . # lint
.venv/bin/python scripts/medir.py 30 # success rate / latency over 30 real queries

Notes

Data comes from Google Trends' own web API; it is sampled by Google, normalised to 0–100 and not an absolute search count. Respect Google's terms and use reasonable volumes.

More from Errand Code

This Actor is built and maintained by Errand Code. See the other tools: an Americanas Product Scraper, a Buscapé Price Scraper, a CNPJ Due Diligence Actor, an AI visibility check (GEO audit), a Google Sheets add-on and MCP servers for AI agents. Not affiliated with Google.