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Google Trends Scraper

trends.google.com

Google Trends shows its data as charts on the explore page, and the page draws them from internal JSON endpoints that want a signed token per chart; Trends is also quick to answer repeated requests from one IP with HTTP 429, so scripts that call those endpoints directly stall fast. A dedicated plugin endpoint takes one to five keywords and returns the data behind the explore page already parsed: interest over time as one point per time bucket with a 0-100 value per keyword, the average for each keyword, interest by region with geo codes, and each keyword's top and rising related queries, with related topics on request. Filter exactly as on trends.google.com - geo for worldwide, a country, a region or a US metro, timeframe from the past hour to all time or a custom date range, a category, and web, image, news, YouTube or Shopping search. Requests go out over rotating exits as plain HTTP calls, with no browser in the loop.

What you can extract

• Interest over time: one point per minute, hour, day, week or month with a 0-100 value per keyword, the ISO date, a timestamp and a partial-data flag
• The average interest for each keyword over the range
• Interest by region at country, region, city or US metro level, with geo codes and a value per keyword
• Top and rising related queries for each keyword, with values and Breakout markers
• Related topics for each keyword, on request
• Up to five keywords, or Knowledge Graph topic ids, compared in one call
• Filters: geo, timeframe (presets or a custom date range), category and web, images, news, YouTube or Shopping search

Dedicated endpoints

How to scrape it

curl -X POST \
  -H "X-ScrapeUnblocker-Key: $SU_API_KEY" \
  "https://api.scrapeunblocker.com/trends/google-trends?keywords=coffee%2Ctea&geo=US&timeframe=today%203-m"

import requests

resp = requests.post(
    "https://api.scrapeunblocker.com/trends/google-trends",
    headers={"X-ScrapeUnblocker-Key": SU_API_KEY},
    params={"keywords": "coffee,tea", "geo": "US", "timeframe": "today 3-m"},
)
print(resp.text)

import { ScrapeUnblockerClient } from 'scrapeunblocker';

const su = new ScrapeUnblockerClient({ apiKey: process.env.SU_API_KEY });

const trends = await su.googleTrends(['coffee', 'tea'], {
  geo: 'US',
  timeframe: 'today 3-m',
});
console.log(trends);

Requests are POST and take their parameters in the query string. Browser rendering always happens - there is no flag to enable.

Example response

{
  "keywords": ["coffee", "tea"],
  "geo": "US",
  "timeframe": "today 3-m",
  "property": "web",
  "resolution": "DAY",
  "interestOverTime": [
    {
      "date": "2026-06-28T00:00:00Z",
      "timestamp": 1782604800,
      "formattedTime": "Jun 28, 2026",
      "values": { "coffee": 63, "tea": 28 },
      "isPartial": false
    },
    {
      "date": "2026-06-29T00:00:00Z",
      "timestamp": 1782691200,
      "formattedTime": "Jun 29, 2026",
      "values": { "coffee": 54, "tea": 25 },
      "isPartial": false
    }
  ],
  "averages": { "coffee": 56, "tea": 25 },
  "interestByRegion": [
    {
      "geoCode": "US-HI",
      "geoName": "Hawaii",
      "values": { "coffee": 73, "tea": 27 }
    },
    {
      "geoCode": "US-KS",
      "geoName": "Kansas",
      "values": { "coffee": 69, "tea": 31 }
    }
  ],
  "regionResolution": "REGION",
  "relatedQueries": {
    "coffee": {
      "top": [
        {
          "query": "coffee near me",
          "value": 100,
          "formattedValue": "100",
          "link": "https://trends.google.com/trends/explore?q=coffee+near+me&date=today+3-m&geo=US"
        },
        {
          "query": "coffee shops",
          "value": 83,
          "formattedValue": "83",
          "link": "https://trends.google.com/trends/explore?q=coffee+shops&date=today+3-m&geo=US"
        }
      ],
      "rising": [
        {
          "query": "student suspended for bringing coffee",
          "value": 10750,
          "formattedValue": "Breakout",
          "link": "https://trends.google.com/trends/explore?q=student+suspended+for+bringing+coffee&date=today+3-m&geo=US"
        }
      ]
    },
    "tea": {
      "top": [
        {
          "query": "tea green",
          "value": 100,
          "formattedValue": "100",
          "link": "https://trends.google.com/trends/explore?q=tea+green&date=today+3-m&geo=US"
        }
      ],
      "rising": [
        {
          "query": "how to remove tea stains",
          "value": 300,
          "formattedValue": "+300%",
          "link": "https://trends.google.com/trends/explore?q=how+to+remove+tea+stains&date=today+3-m&geo=US"
        }
      ]
    }
  },
  "exploreUrl": "https://trends.google.com/trends/explore?date=today%203-m&q=coffee%2Ctea&geo=US&hl=en-US"
}

Read the API docs

Frequently asked questions

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