Google Trends Scraper: Interest Over Time, by Region & Related Queries

Get Google Trends data for any keyword without blocks, captchas or proxies: interest over time, interest by region, top and rising related queries and related topics. Or compare up to 5 terms on the same 0-100 scale, like the comparison view in Google Trends. Works for 92 countries or worldwide, from the past hour to all time since 2004, for web search, YouTube, news, images and Google Shopping. $6 per 1,000 search terms with the full report.

Why this Google Trends scraper

• No 429 errors or blocked runs: the data comes from a professional Google Trends data provider instead of scraping from shared IPs, so large lists finish reliably.
• Everything in one row: each search term returns its timeline, regions and related searches together, plus ready-made metrics (average, latest, peak and trend change).
• Compare mode: up to 5 terms per group on the same scale, one row per term, so you can rank keywords, brands or products against each other.
• Pay only for results: terms without enough search interest are skipped and not charged.

Use cases

• Find seasonality and the best months to publish, stock or advertise.
• Spot rising searches and trending topics before competitors.
• Compare brands, products or keywords by popularity and by region.
• Feed trend data into SEO, content and market research pipelines, dashboards or AI agents.

Input

• Search terms: keywords or topics, one per line (up to 1,000 per run).
• What do you want to get: a full report for each term, or comparison groups of up to 5 terms.
• Country: 92 countries or Worldwide.
• Time range: past hour, 4 hours, day, 7 days, 30 days, 90 days, 12 months, 5 years or all time; or custom start and end dates.
• Google property: web search, news, YouTube, images or Google Shopping.
• Category ID (optional), interest by region and related queries and topics (on by default).

Output example

Real output for "matcha" in the United States, past 12 months (lists shortened):

{
    "searchTerm": "matcha",
    "country": "US",
    "countryName": "United States",
    "searchType": "web",
    "timeRange": "past_12_months",
    "comparedWith": null,
    "startDate": "2025-10-19",
    "endDate": "2026-10-24",
    "averageInterest": 75.9,
    "latestInterest": 63,
    "peakInterest": 100,
    "peakDate": "2026-04-12",
    "trendChangePercent": -11.2,
    "interestOverTime": [{ "date": "2025-10-19", "endDate": "2025-10-25", "value": 54, "isPartial": false }],
    "interestByRegion": [{ "region": "Hawaii", "regionCode": "US-HI", "value": 100 }],
    "topRelatedQueries": [{ "query": "matcha latte", "value": 100 }, { "query": "matcha tea", "value": 89 }],
    "risingRelatedQueries": [{ "query": "grind rail", "value": 25600 }],
    "topRelatedTopics": [{ "topic": "Matcha", "type": "Tea", "topicId": "/m/06c60c", "value": 100 }],
    "risingRelatedTopics": [{ "topic": "Nami Matcha", "type": "Topic", "topicId": "/g/11zjbh30bj", "value": 49600 }],
    "googleTrendsUrl": "https://trends.google.com/trends/explore?hl=en&geo=US&date=today%2012-m&q=matcha"
}

• Interest values go from 0 to 100, relative to the highest point in the period (and, in compare mode, across all terms of the group).
• Rising values are the percentage growth of a related search or topic. Google shows growth above 5,000% as "Breakout".
• trendChangePercent compares the average interest of the last 4 data points with the 4 before. isPartial marks a period that is not over yet.

How much does it cost?

Event	Price (free plan)
Run start	$0.005
Full report for one search term	$0.006
One search term in a comparison group	$0.004

Paid Apify plans get lower prices automatically. Examples on the free plan:

• Full report for 100 keywords: $0.61
• 50 keywords compared in 10 groups of 5: $0.21

Set Maximum cost per run to cap spending. The run never requests more terms than your limit covers.

FAQ

Is this the same data as the Google Trends website? Yes. Values are the normalized 0-100 interest index that Google Trends shows, and each row includes the matching Google Trends link so you can check it.

How long does a run take? Usually 1 to 3 minutes for any list size, because terms are processed in parallel.

Why was a search term skipped? Google Trends only shows data for terms with enough search volume in the selected country and period. Try a broader term, a longer time range or Worldwide. Skipped terms are not charged.

Can I use it from code or AI agents? Yes. Call it from the Apify API, Make, Zapier, n8n or the Apify MCP server, and schedule it to track trends over time.

Related

From the same author: Keyword Research Tool, Website Organic Traffic Checker, AI Search Visibility Tracker, Amazon Product Scraper, Speech to Text (Whisper) and PDF to Text OCR.

Support

Open an issue in the Issues tab. Issues are reviewed regularly.