Google Trends Scraper – Interest, Regions & Related Queries
Pricing
Pay per usage
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
Rating
0.0
(0)
Developer
Douglas Gouvea Manoel
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
24 minutes ago
Last modified
Categories
Security
Limited permissionsShare

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
| Field | Default | Notes |
|---|---|---|
searchTerms | ["chatgpt","gemini"] | Up to 5 with together, up to 50 with separate. |
compareMode | together | together = 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. |
timeRange | today 12-m | now 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. |
category | 0 | Google Trends category id. |
property | web | web, images, news, youtube, froogle (shopping). |
outputs | all three | Any of interestOverTime, interestByRegion, relatedQueries. |
hl | en-US | Language of region names. |
proxyConfiguration | none | Optional 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. Whencomparedistrue(several terms), values are each term's share of the comparison in that region (they add up to 100); with a single term,valueis 0–100.relatedQueries:term,rankType(toporrising),query,value,formattedValue("+250%","Breakout"),isBreakout.status: free row when something is missing:status(no_dataorsource_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.txtapify 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.